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75 Commits

Author SHA1 Message Date
RomanBapst 4d930bdec2 added full support for standard vtol in SIH
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-11-12 11:16:44 +03:00
RomanBapst f417ae73ef added full support for external autostart scripts
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-11-12 11:16:22 +03:00
RomanBapst 31433b6402 enable sih for v6x
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-11-12 11:16:22 +03:00
Claudio Chies 5d2e7c8748 Misc: Matrix: Added Addition and Subtraction to Slices (#23679)
* Added Addition and Subtraction to Slices

* MatrixSliceTest: refactor Addition/Substraction checks

* Slice: replace operations returning a Matrix with calling the existing Matrix function

---------

Co-authored-by: Matthias Grob <maetugr@gmail.com>
2024-09-18 11:17:37 +02:00
Marco Hauswirth 4a99a51fb1 update upload-artifact v2->v4 2024-09-17 10:55:00 -07:00
chfriedrich98 8aece9bff2 differential: fix CI issue 2024-09-17 09:34:51 -07:00
chfriedrich98 2fd4150b38 differential: Add stabilized and position mode (#23669)
* differential: add position and stabilized mode

* differential: add hardcoded stick input deadzones
2024-09-16 12:09:51 +02:00
chfriedrich98 81747f35bb rover: add descend navigation state to land detection 2024-09-16 09:36:38 +02:00
Silvan Fuhrer 1c9c5e51c2 boards: cuav x7pro: remove build of ROVER and Q_ATTITUDE_ESTIMATOR to save flash
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-16 09:11:23 +02:00
Konrad 82a7d0410c DistanceSensorModeChangeRequest: renaming of variable 2024-09-16 09:11:23 +02:00
Konrad aab2390e51 navigator: publish distance sensor mode change request when in RTL landing phase or during mission landing 2024-09-16 09:11:23 +02:00
Konrad 1755b8304e RTL direct: Make sure the _rtl_state captures the current status and not the next one 2024-09-16 09:11:23 +02:00
Konrad e6f07bde2a lightware_laser: add option to listen to system to enable/disable distance sensor 2024-09-16 09:11:23 +02:00
Silvan Fuhrer 9ca0630376 airframes: SIH_tailsitter: add SENS_DPRES_OFF to bypass airspeed cal
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-13 15:53:52 +03:00
RomanBapst 11440cfb45 added some default parameteter that allow the transition to complete
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-09-13 15:53:52 +03:00
RomanBapst 878c8bfcce SIH: fix airspeed for tailsitter
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-09-13 15:53:52 +03:00
Konrad 4713a6737e TECS: ramp up fast descend over 2_s to ramp down the throttle command 2024-09-13 14:04:39 +02:00
Konrad 585c92796d mission_base: do not make terrain avoidance check when mission is not run anymore 2024-09-13 13:59:24 +02:00
Claudio Chies 4ba4b340cc Reduce the orbit jerk by using a slew rate 2024-09-13 10:28:42 +02:00
Marco Hauswirth 22c2878cf8 send acknowledgement after receiving vehicle wind cmd 2024-09-12 09:34:08 +02:00
chfriedrich98 741ea6b707 differential: add individual parameters for speed and yaw rate feedforward 2024-09-11 13:57:27 +02:00
chfriedrich98 5d8a107925 differential: fix closed loop control
removed thresholds for closed loop setpoints and added minimum thresholds for yaw rate and speed measurements instead to avoid moving due to measurement noise
2024-09-11 13:57:27 +02:00
Roman Bapst c94c1ce4d2 Navigator: Support straight line mission landings (#23576)
* introduced altitude acceptance radius in position setpoint for fixed
wing guidance
- allows navigator to explicitly set the altitude acceptance radius
- needed for staright line landing support

* added ignore_alt_acceptance to position setpoint message to allow guidance
logic to ignore altitude error on waypoint
- can be useful to prevent loitering at a waypoint within a mission landing sequence

* only set altitude acceptance radius to infinity for a waypoint inside a mission landing
for fixed wing vehicles

* navigator: return altitude acceptance radius from triplet if it's valid

* FixedWingPositionControl: check if alt acceptance radius provided in position setpoint
is larger 0

---------

Signed-off-by: RomanBapst <bapstroman@gmail.com>
Co-authored-by: Alvaro Fernandez <alvaro@auterion.com>
2024-09-10 17:44:24 +02:00
Mathieu Bresciani 03aec2e188 HeadingSmoothing: fix angle wrapping and add unit tests
Co-authored-by: Matthias Grob <maetugr@gmail.com>
2024-09-10 15:06:19 +02:00
jmackay2 a5729da4e9 Simplify gz bridge CMakeLists and add GZ Ionic (#23657)
Co-authored-by: jmackay2 <jmackay2@gmail.com>
2024-09-10 11:53:00 +02:00
bresch 15e9c65a8f dist-sensor: reduce enum names 2024-09-09 15:40:40 +02:00
bresch 8bca467c15 dist-sensor: use enum instead of integer 2024-09-09 15:40:40 +02:00
chfriedrich98 bb0210ecd7 rover: add rtl as a landed condition for rovers (#23646)
The RTL sequence from the navigator requires the vehicle to land. This is now handled for rovers by setting its state to landed if it is within the acceptance radius of the home position when in return mode.
2024-09-06 17:21:49 +02:00
Hubert 67ee4817ae Makefile add micoair h743 bootloader 2024-09-06 11:14:30 -04:00
Hubert 232f699a7f cmake-variants.yaml add micoair h743 2024-09-06 11:14:30 -04:00
Hubert c2bd3900be Jenkins: compile add micoair h743 2024-09-06 11:14:30 -04:00
Marco Hauswirth 44967bdaab ekf2: uncorrelate position covariance after velocity reset (#23644) 2024-09-06 08:51:15 -04:00
RomanBapst 1337fca4d0 vtol backtransition: removed downscaling of fw controls during the backtransition
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-09-06 13:55:48 +03:00
Alexander Lerach 3d36c8519d drivers/power_monitor: Implement temperature sensor support for INA228 / INA238 2024-09-05 23:09:01 -04:00
Matthias Grob f98eb067be logger params: clarify AUX1 logging trigger 2024-09-05 18:06:29 +02:00
Matthias Grob e4d25df58a Consistently use "stick gesture" for "rc stick gesture" 2024-09-05 18:06:29 +02:00
Silvan Fuhrer 8eaf93468e Commander: feedback string for arming/disarming: make clear when from gesture
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-05 18:06:29 +02:00
Silvan Fuhrer d967cdbb48 Manual control: rename SOURCE_RC_STICK_GESTURE to SOURCE_MANUAL_CONTROL_GESTURE
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-05 18:06:29 +02:00
Silvan Fuhrer 556a302a09 Logger: replace RC keyword by 'manual control'
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-05 18:06:29 +02:00
Silvan Fuhrer f7c35291ee Rover Differential: remove RC keyword from params
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-05 18:06:29 +02:00
Silvan Fuhrer 81cf6a736d Commander: add VEHICLE_CMD_EXTERNAL_POSITION_ESTIMATE to list of externaly handled commands (#23642)
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-05 11:20:39 +02:00
Silvan Fuhrer 6fa6360aef Commander: always allow to switch to LAND mode (#23580)
Special handling for LAND mode: always allow to switch into it such that if used
as emergency mode it is always available. When triggering it the user generally wants
the vehicle to descend immediately, and if that means to switch to DESCEND it is fine.

Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-09-03 18:10:37 +02:00
Konrad 80d4fad624 DistanceSensorCheck: do not raise a distance sensor failure if the SFXX_MODE is set to 2 and we are in a VTOL FX flight phase 2024-09-03 15:53:09 +02:00
chfriedrich98 a9cdb36d7c differential: reset integrators when disarmed (#23637) 2024-09-03 09:31:39 +02:00
Julian Oes 8f6ce4edbf mavlink/lib: move open_drone_id helpers to mavlink
I could not extract the open_drone_id helpers to a separate lib because
it would require the mavlink headers while the mavlink library would
also depend on it, so it ended up being a circular dependency.

Instead, I'm now just using the headers from within the mavlink module
as well as from the uavcan driver.
2024-09-02 16:20:10 +12:00
Julian Oes b7c5ba1752 boards: make flash space for remote ID over DroneCAN 2024-09-02 16:20:10 +12:00
Julian Oes cd63cfed3a remoteid: implement System as sent from GCS
This will send the System message if it is already being sent by a ground
station. Otherwise, it will assemble the message itself using the
takeoff/home location.
2024-09-02 16:20:10 +12:00
Julian Oes 7d1d398984 remoteid: add SelfID message 2024-09-02 16:20:10 +12:00
Julian Oes 04ea4f9b3a uavcan: add OpenDroneID ArmStatus, operator ID
In order to have operator ID be sent by QGC, we need to forward
ArmStatus from the remote ID module (here on DroneCAN) to MAVLink.
2024-09-02 16:20:10 +12:00
Julian Oes d999258171 uavcan: implement OpenDroneID System 2024-09-02 16:20:10 +12:00
Julian Oes de00c23e19 uavcan: implement OpenDroneID Location 2024-09-02 16:20:10 +12:00
Julian Oes cf19764d75 uavcan: implement OpenDroneID BasicID
Signed-off-by: Julian Oes <julian@oes.ch>
2024-09-02 16:20:10 +12:00
Julian Oes 87a63e75be mavlink: extract OpenDroneID function to lib
This extracts the function mapping from MAV_TYPE to MAV_ODID_UA_TYPE to
the library, so that it can be re-used later by the remote ID
implementation over DroneCAN.

Signed-off-by: Julian Oes <julian@oes.ch>
2024-09-02 16:20:10 +12:00
Julian Oes 4c63e9e4f9 libuavcan: update DroneCAN submodule
Signed-off-by: Julian Oes <julian@oes.ch>
2024-09-02 16:20:10 +12:00
Marco Hauswirth 7dcea6b2e4 EKF2: range measurement rejection in rain/fog (#23579) 2024-08-30 17:25:56 +02:00
Benjamin Perseghetti 787fe9590d Fix typo where 22.04 still says Gz (Garden) (#23632)
Signed-off-by: Benjamin Perseghetti <bperseghetti@rudislabs.com>
2024-08-29 20:42:56 +02:00
Daniel Agar 5b0014cb06 ekf2: remove legacy accel z bias checks (#23341)
Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2024-08-29 11:51:27 -04:00
chfriedrich98 f8188f0981 differential: update module (#23629)
Improve the slow down effect and add support for speed change in mission mode.
Seperate code related to turning setpoints into motor commands into its own folder and refactor code.
2024-08-29 15:27:08 +02:00
Silvan Fuhrer c86d44f831 Commander: remove 2 decimals from COM_FAIL_ACT_T
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-08-29 10:56:04 +02:00
Silvan Fuhrer 6b3e3aa363 Commander: improve param description of COM_POSCTL_NAVL and rename Manual-->Stabilized
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-08-29 10:56:04 +02:00
Mathieu Bresciani 2cda0efd84 Commander: extend COM_ARM_WO_GPS to disable warning (#23628) 2024-08-28 17:33:58 +02:00
Jacob Dahl 0f1507c24e [gz] X500 mono_cam_down and aruco world (#23450)
* x500 mono cam down and aruco world

* remove duplicate line
2024-08-28 17:23:39 +02:00
bresch bab256bfe6 ekf2: handle external altitude resets 2024-08-28 11:02:26 +02:00
bresch cd2170deea ekf2-origin: backcompute based on lpos validity 2024-08-28 11:02:26 +02:00
bresch 130fefb1e7 ekf2: initialize origin from corrent position when possible 2024-08-28 11:02:26 +02:00
bresch af752536b9 ekf2: extract setting origin from current lat/lon/alt
This is not only needed when GNSS is available but also for other global
sources of position (e.g.: aux global pos and manual pos updates)
2024-08-28 11:02:26 +02:00
bresch 9169a7c5fc ekf2: split horizontal and vertical origin reset
Allow partial resets (only lat/lon or only altitude)
2024-08-28 11:02:26 +02:00
Daniel Agar f3d58cdf10 ekf2: resetFlowFusion() pass flowSample by const ref 2024-08-27 10:38:17 -04:00
Daniel Agar 6c24413888 ekf2: filter flow vel (used for flow velocity reset)
- individual flow samples can be quite erratic
2024-08-27 10:38:17 -04:00
dagar 5ff4eea870 [AUTO COMMIT] update change indication 2024-08-27 16:16:55 +02:00
Daniel Agar ac48b8b51d ekf2: mag declination fusion always if there is no aiding 2024-08-27 16:16:55 +02:00
Daniel Agar 2a9e205442 ekf2: fuseDeclination respect mag update_all_states
- when both mag_hdg/mag_3d are inactive we should be able to continue
   updating mag without any possible impact on other states
2024-08-27 16:16:55 +02:00
Daniel Agar 9d57a3c02f ekf2: split resetMagCov() and skip mag reset if negligible change 2024-08-27 16:16:55 +02:00
Daniel Agar bbcf741e9e ekf2: make mag control responsible for WMM
- this further untangles mag control (which requires the WMM) from GPS
2024-08-27 16:16:55 +02:00
sbtjagu be4d0d351c ackermann: add speed waypoint support and fix delay detection (#23572) 2024-08-27 13:35:48 +02:00
153 changed files with 4115 additions and 1776 deletions
+1
View File
@@ -77,6 +77,7 @@ pipeline {
"matek_h743-mini_default",
"matek_h743-slim_default",
"matek_h743_default",
"micoair_h743_default",
"modalai_fc-v1_default",
"modalai_fc-v2_default",
"mro_ctrl-zero-classic_default",
+4 -4
View File
@@ -88,7 +88,7 @@ jobs:
run: gdb build/px4_sitl_default/bin/px4 px4.core -ex "thread apply all bt" -ex "quit"
- name: Upload px4 coredump
if: failure()
uses: actions/upload-artifact@v2-preview
uses: actions/upload-artifact@v4
with:
name: coredump
path: px4.core
@@ -103,21 +103,21 @@ jobs:
- name: Upload px4 binary
if: failure()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@v4
with:
name: binary
path: build/px4_sitl_default/bin/px4
- name: Store PX4 log
if: failure()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@v4
with:
name: px4_log
path: ~/.ros/log/*/*.ulg
- name: Store ROS log
if: failure()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@v4
with:
name: ros_log
path: ~/.ros/**/rostest-*.log
+4 -4
View File
@@ -83,7 +83,7 @@ jobs:
run: gdb build/px4_sitl_default/bin/px4 px4.core -ex "thread apply all bt" -ex "quit"
- name: Upload px4 coredump
if: failure()
uses: actions/upload-artifact@v2-preview
uses: actions/upload-artifact@v4
with:
name: coredump
path: px4.core
@@ -98,21 +98,21 @@ jobs:
- name: Upload px4 binary
if: failure()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@v4
with:
name: binary
path: build/px4_sitl_default/bin/px4
- name: Store PX4 log
if: failure()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@v4
with:
name: px4_log
path: ~/.ros/log/*/*.ulg
- name: Store ROS log
if: failure()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@v4
with:
name: ros_log
path: ~/.ros/**/rostest-*.log
+5
View File
@@ -286,6 +286,11 @@ CONFIG:
buildType: MiniSizeRel
settings:
CONFIG: matek_gnss-m9n-f4_default
micoair_h743_default:
short: micoair_h743
buildType: MinSizeRel
settings:
CONFIG: micoair_h743_default
modalai_fc-v1_default:
short: modalai_fc-v1
buildType: MinSizeRel
+1
View File
@@ -340,6 +340,7 @@ bootloaders_update: \
matek_h743_bootloader \
matek_h743-mini_bootloader \
matek_h743-slim_bootloader \
micoair_h743_bootloader \
modalai_fc-v2_bootloader \
mro_ctrl-zero-classic_bootloader \
mro_ctrl-zero-h7_bootloader \
@@ -14,15 +14,19 @@ param set-default SIM_GZ_EN 1 # Gazebo bridge
# Rover parameters
param set-default RD_WHEEL_TRACK 0.3
param set-default RD_MAN_YAW_SCALE 0.1
param set-default RD_YAW_RATE_I 0.1
param set-default RD_YAW_RATE_P 5
param set-default RD_MAX_ACCEL 6
param set-default RD_MAX_JERK 30
param set-default RD_MAX_SPEED 7
param set-default RD_HEADING_P 5
param set-default RD_HEADING_I 0.1
param set-default RD_MAX_THR_YAW_R 5
param set-default RD_YAW_RATE_P 0.1
param set-default RD_YAW_RATE_I 0
param set-default RD_YAW_P 5
param set-default RD_YAW_I 0
param set-default RD_MAX_SPEED 5
param set-default RD_MAX_THR_SPD 7
param set-default RD_SPEED_P 1
param set-default RD_SPEED_I 0
param set-default RD_MAX_YAW_RATE 180
param set-default RD_MISS_SPD_DEF 7
param set-default RD_MISS_SPD_DEF 5
param set-default RD_TRANS_DRV_TRN 0.349066
param set-default RD_TRANS_TRN_DRV 0.174533
@@ -27,8 +27,8 @@ param set-default RD_YAW_RATE_P 5
param set-default RD_MAX_ACCEL 1
param set-default RD_MAX_JERK 3
param set-default RD_MAX_SPEED 8
param set-default RD_HEADING_P 5
param set-default RD_HEADING_I 0.1
param set-default RD_YAW_P 5
param set-default RD_YAW_I 0.1
param set-default RD_MAX_YAW_RATE 30
param set-default RD_MISS_SPD_DEF 8
param set-default RD_TRANS_DRV_TRN 0.349066
@@ -0,0 +1,10 @@
#!/bin/sh
#
# @name Gazebo x500 mono cam
#
# @type Quadrotor
#
PX4_SIM_MODEL=${PX4_SIM_MODEL:=x500_mono_cam_down}
. ${R}etc/init.d-posix/airframes/4001_gz_x500
@@ -85,6 +85,7 @@ px4_add_romfs_files(
4011_gz_lawnmower
4012_gz_rover_ackermann
4013_gz_x500_lidar
4014_gz_x500_mono_cam_down
6011_gazebo-classic_typhoon_h480
6011_gazebo-classic_typhoon_h480.post
@@ -43,6 +43,10 @@ param set-default CA_SV_CS1_TRQ_P 0.3
param set-default CA_SV_CS1_TRQ_Y -0.3
param set-default CA_SV_CS1_TYPE 6
param set-default FW_AIRSPD_MAX 12
param set-default FW_AIRSPD_MIN 7
param set-default FW_AIRSPD_TRIM 10
param set-default HIL_ACT_FUNC1 101
param set-default HIL_ACT_FUNC2 102
param set-default HIL_ACT_FUNC5 202
@@ -62,6 +66,8 @@ param set-default CBRK_SUPPLY_CHK 894281
# - without safety switch
param set-default CBRK_IO_SAFETY 22027
param set-default SENS_DPRES_OFF 0.001
param set SIH_T_MAX 2.0
param set SIH_Q_MAX 0.0165
param set SIH_MASS 0.2
@@ -75,3 +81,5 @@ param set SIH_L_ROLL 0.145
# sih as tailsitter
param set SIH_VEHICLE_TYPE 2
param set-default VT_ARSP_TRANS 6
@@ -0,0 +1,99 @@
#!/bin/sh
#
# @name SIH Tailsitter Duo
#
# @type Simulation
# @class VTOL
#
# @output Motor1 motor right
# @output Motor2 motor left
# @output Servo1 elevon right
# @output Servo2 elevon left
#
# @maintainer Romain Chiappinelli <romain.chiap@gmail.com>
#
# @board px4_fmu-v2 exclude
#
. ${R}etc/init.d/rc.vtol_defaults
param set UAVCAN_ENABLE 0
param set-default VT_B_TRANS_DUR 5
param set-default VT_ELEV_MC_LOCK 0
param set-default VT_TYPE 2
param set-default MPC_MAN_Y_MAX 60
param set-default MC_PITCH_P 5
param set-default CA_AIRFRAME 2
param set-default CA_ROTOR_COUNT 5
param set-default CA_ROTOR0_KM 0.05
param set-default CA_ROTOR0_PX 0.2
param set-default CA_ROTOR0_PY 0.2
param set-default CA_ROTOR1_KM 0.05
param set-default CA_ROTOR1_PX -0.2
param set-default CA_ROTOR1_PY -0.2
param set-default CA_ROTOR2_PX 0.2
param set-default CA_ROTOR2_PY -0.2
param set-default CA_ROTOR2_KM -0.05
param set-default CA_ROTOR3_PX -0.2
param set-default CA_ROTOR3_PY 0.2
param set-default CA_ROTOR3_KM -0.05
param set-default CA_ROTOR4_PX -0.3
param set-default CA_ROTOR4_KM 0.05
param set-default CA_ROTOR4_AX 1
param set-default CA_ROTOR4_AZ 0
param set-default CA_SV_CS_COUNT 3
param set-default CA_SV_CS0_TRQ_R 0.5
param set-default CA_SV_CS0_TYPE 2
param set-default CA_SV_CS1_TRQ_P 1
param set-default CA_SV_CS1_TYPE 3
param set-default CA_SV_CS2_TRQ_Y 1
param set HIL_ACT_REV 32
param set-default FW_AIRSPD_MAX 12
param set-default FW_AIRSPD_MIN 7
param set-default FW_AIRSPD_TRIM 10
param set-default HIL_ACT_FUNC1 101
param set-default HIL_ACT_FUNC2 102
param set-default HIL_ACT_FUNC3 103
param set-default HIL_ACT_FUNC4 104
param set-default HIL_ACT_FUNC5 201
param set-default HIL_ACT_FUNC6 202
param set-default HIL_ACT_FUNC7 203
param set-default HIL_ACT_FUNC8 105
param set-default MAV_TYPE 22
# set SYS_HITL to 2 to start the SIH and avoid sensors startup
param set-default SYS_HITL 2
# disable some checks to allow to fly:
# - without real battery
param set-default CBRK_SUPPLY_CHK 894281
# - without safety switch
param set-default CBRK_IO_SAFETY 22027
param set-default SENS_DPRES_OFF 0.001
param set SIH_T_MAX 2.0
param set SIH_Q_MAX 0.0165
param set SIH_MASS 0.2
# IXX and IZZ are inverted from the thesis as the body frame is pitched by 90 deg
param set SIH_IXX 0.00354
param set SIH_IYY 0.000625
param set SIH_IZZ 0.00300
param set SIH_IXZ 0
param set SIH_KDV 0.2
param set SIH_L_ROLL 0.145
# sih as tailsitter
param set SIH_VEHICLE_TYPE 3
param set-default VT_ARSP_TRANS 6
@@ -20,3 +20,27 @@ param set-default RBCLW_ADDRESS 128
param set-default RBCLW_FUNC1 101
param set-default RBCLW_FUNC2 102
param set-default RBCLW_REV 1 # reverse right wheels
# Rover parameters
param set-default RD_WHEEL_TRACK 0.3
param set-default RD_MAN_YAW_SCALE 1
param set-default RD_MAX_ACCEL 5
param set-default RD_MAX_JERK 10
param set-default RD_MAX_THR_YAW_R 4
param set-default RD_YAW_RATE_P 0.1
param set-default RD_YAW_RATE_I 0
param set-default RD_YAW_P 5
param set-default RD_YAW_I 0
param set-default RD_MAX_SPEED 1.8
param set-default RD_MAX_THR_SPD 2
param set-default RD_SPEED_P 0.5
param set-default RD_SPEED_I 0.1
param set-default RD_MAX_YAW_RATE 300
param set-default RD_MISS_SPD_DEF 1.8
param set-default RD_TRANS_DRV_TRN 0.349066
param set-default RD_TRANS_TRN_DRV 0.174533
# Pure pursuit parameters
param set-default PP_LOOKAHD_MAX 10
param set-default PP_LOOKAHD_MIN 1
param set-default PP_LOOKAHD_GAIN 1
@@ -48,6 +48,7 @@ if(CONFIG_MODULES_SIMULATION_PWM_OUT_SIM)
1100_rc_quad_x_sih.hil
1101_rc_plane_sih.hil
1102_tailsitter_duo_sih.hil
1103_standard_vtol_sih.hil
)
endif()
+7
View File
@@ -105,6 +105,13 @@ then
fi
fi
if [ -e /fs/microsd/new ]
then
echo "Updating external autostart files"
rm -r $SDCARD_EXT_PATH
mv /fs/microsd/new $SDCARD_EXT_PATH
fi
# Check for an update of the ext_autostart folder, and replace the old one with it
if [ -e /fs/microsd/ext_autostart_new ]
then
+1 -1
View File
@@ -225,7 +225,7 @@ if [[ $INSTALL_SIM == "true" ]]; then
# Gazebo / Gazebo classic installation
if [[ "${UBUNTU_RELEASE}" == "22.04" ]]; then
echo "Gazebo (Garden) will be installed"
echo "Gazebo (Harmonic) will be installed"
echo "Earlier versions will be removed"
# Add Gazebo binary repository
sudo wget https://packages.osrfoundation.org/gazebo.gpg -O /usr/share/keyrings/pkgs-osrf-archive-keyring.gpg
-2
View File
@@ -85,8 +85,6 @@ CONFIG_SYSTEMCMDS_NSHTERM=y
CONFIG_SYSTEMCMDS_PARAM=y
CONFIG_SYSTEMCMDS_PERF=y
CONFIG_SYSTEMCMDS_REBOOT=y
CONFIG_SYSTEMCMDS_SD_BENCH=y
CONFIG_SYSTEMCMDS_SD_STRESS=y
CONFIG_SYSTEMCMDS_SYSTEM_TIME=y
CONFIG_SYSTEMCMDS_TOP=y
CONFIG_SYSTEMCMDS_TOPIC_LISTENER=y
-5
View File
@@ -39,7 +39,6 @@ CONFIG_DRIVERS_TONE_ALARM=y
CONFIG_DRIVERS_UAVCAN=y
CONFIG_BOARD_UAVCAN_TIMER_OVERRIDE=2
CONFIG_MODULES_AIRSPEED_SELECTOR=y
CONFIG_MODULES_ATTITUDE_ESTIMATOR_Q=y
CONFIG_MODULES_BATTERY_STATUS=y
CONFIG_MODULES_CAMERA_FEEDBACK=y
CONFIG_MODULES_COMMANDER=y
@@ -70,7 +69,6 @@ CONFIG_MODULES_MC_POS_CONTROL=y
CONFIG_MODULES_MC_RATE_CONTROL=y
CONFIG_MODULES_NAVIGATOR=y
CONFIG_MODULES_RC_UPDATE=y
CONFIG_MODULES_ROVER_POS_CONTROL=y
CONFIG_MODULES_SENSORS=y
CONFIG_MODULES_SIMULATION_SIMULATOR_SIH=y
CONFIG_MODULES_TEMPERATURE_COMPENSATION=y
@@ -79,7 +77,6 @@ CONFIG_MODULES_VTOL_ATT_CONTROL=y
CONFIG_SYSTEMCMDS_ACTUATOR_TEST=y
CONFIG_SYSTEMCMDS_BSONDUMP=y
CONFIG_SYSTEMCMDS_DMESG=y
CONFIG_SYSTEMCMDS_DUMPFILE=y
CONFIG_SYSTEMCMDS_GPIO=y
CONFIG_SYSTEMCMDS_HARDFAULT_LOG=y
CONFIG_SYSTEMCMDS_I2CDETECT=y
@@ -91,7 +88,6 @@ CONFIG_SYSTEMCMDS_PARAM=y
CONFIG_SYSTEMCMDS_PERF=y
CONFIG_SYSTEMCMDS_REBOOT=y
CONFIG_SYSTEMCMDS_SD_BENCH=y
CONFIG_SYSTEMCMDS_SD_STRESS=y
CONFIG_SYSTEMCMDS_TOP=y
CONFIG_SYSTEMCMDS_TOPIC_LISTENER=y
CONFIG_SYSTEMCMDS_TUNE_CONTROL=y
@@ -99,4 +95,3 @@ CONFIG_SYSTEMCMDS_UORB=y
CONFIG_SYSTEMCMDS_USB_CONNECTED=y
CONFIG_SYSTEMCMDS_VER=y
CONFIG_SYSTEMCMDS_WORK_QUEUE=y
CONFIG_EXAMPLES_FAKE_GPS=y
+2
View File
@@ -3,6 +3,8 @@ CONFIG_DRIVERS_IMU_ANALOG_DEVICES_ADIS16448=n
CONFIG_DRIVERS_IRLOCK=n
CONFIG_DRIVERS_PCA9685_PWM_OUT=n
CONFIG_MODULES_ATTITUDE_ESTIMATOR_Q=n
CONFIG_MODULES_FW_AUTOTUNE_ATTITUDE_CONTROL=n
CONFIG_MODULES_MC_AUTOTUNE_ATTITUDE_CONTROL=n
CONFIG_MODULES_GYRO_FFT=n
CONFIG_MODULES_LOCAL_POSITION_ESTIMATOR=n
CONFIG_BOARD_TESTING=y
+2
View File
@@ -1,4 +1,6 @@
CONFIG_MODULES_ATTITUDE_ESTIMATOR_Q=n
CONFIG_MODULES_FW_AUTOTUNE_ATTITUDE_CONTROL=n
CONFIG_MODULES_MC_AUTOTUNE_ATTITUDE_CONTROL=n
CONFIG_BOARD_CRYPTO=y
CONFIG_DRIVERS_STUB_KEYSTORE=y
CONFIG_DRIVERS_SW_CRYPTO=y
-1
View File
@@ -29,7 +29,6 @@ CONFIG_DRIVERS_IMU_INVENSENSE_ICM20649=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20948=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM42688P=y
CONFIG_DRIVERS_IMU_INVENSENSE_IIM42652=y
CONFIG_COMMON_INS=y
CONFIG_DRIVERS_IRLOCK=y
CONFIG_COMMON_LIGHT=y
CONFIG_COMMON_MAGNETOMETER=y
+10 -10
View File
@@ -23,27 +23,27 @@ CONFIG_DRIVERS_GPS=y
CONFIG_DRIVERS_HEATER=y
CONFIG_DRIVERS_IMU_ANALOG_DEVICES_ADIS16470=y
CONFIG_DRIVERS_IMU_BOSCH_BMI088=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20602=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20649=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20948=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM42670P=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM42688P=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM45686=y
CONFIG_DRIVERS_IMU_INVENSENSE_IIM42652=y
CONFIG_COMMON_INS=y
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20602=n
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20649=n
CONFIG_DRIVERS_IMU_INVENSENSE_ICM20948=n
CONFIG_DRIVERS_IMU_INVENSENSE_ICM42670P=n
CONFIG_DRIVERS_IMU_INVENSENSE_ICM42688P=n
CONFIG_DRIVERS_IMU_INVENSENSE_ICM45686=n
CONFIG_DRIVERS_IMU_INVENSENSE_IIM42652=n
CONFIG_COMMON_LIGHT=y
CONFIG_COMMON_MAGNETOMETER=y
CONFIG_DRIVERS_OSD_MSP_OSD=y
CONFIG_DRIVERS_POWER_MONITOR_INA226=y
CONFIG_DRIVERS_POWER_MONITOR_INA226=n
CONFIG_DRIVERS_POWER_MONITOR_INA228=y
CONFIG_DRIVERS_POWER_MONITOR_INA238=y
CONFIG_MODULES_SIMULATION_SIMULATOR_SIH=y
CONFIG_DRIVERS_POWER_MONITOR_PM_SELECTOR_AUTERION=y
CONFIG_DRIVERS_PWM_OUT=y
CONFIG_DRIVERS_PX4IO=y
CONFIG_DRIVERS_RC_INPUT=y
CONFIG_DRIVERS_SAFETY_BUTTON=y
CONFIG_DRIVERS_TONE_ALARM=y
CONFIG_DRIVERS_UAVCAN=y
CONFIG_DRIVERS_UAVCAN=n
CONFIG_BOARD_UAVCAN_TIMER_OVERRIDE=2
CONFIG_MODULES_AIRSPEED_SELECTOR=y
CONFIG_MODULES_BATTERY_STATUS=y
@@ -377,7 +377,6 @@
*(.text._ZN19StickAccelerationXYC1EP12ModuleParams)
*(.text.imxrt_epsubmit)
*(.text._ZN15PositionControl6updateEf)
*(.text._ZN3Ekf29checkVerticalAccelerationBiasERKN9estimator9imuSampleE)
*(.text._ZN23MavlinkStreamScaledIMU24sendEv)
*(.text._ZN5PX4IO10io_reg_getEhhPtj)
*(.text.imxrt_dma_send)
+1 -1
View File
@@ -11,7 +11,7 @@ uint8 ACTION_VTOL_TRANSITION_TO_MULTICOPTER = 6
uint8 ACTION_VTOL_TRANSITION_TO_FIXEDWING = 7
uint8 source # how the request was triggered
uint8 SOURCE_RC_STICK_GESTURE = 0
uint8 SOURCE_STICK_GESTURE = 0
uint8 SOURCE_RC_SWITCH = 1
uint8 SOURCE_RC_BUTTON = 2
uint8 SOURCE_RC_MODE_SLOT = 3
+50 -50
View File
@@ -1,67 +1,67 @@
uint64 timestamp # time since system start (microseconds)
bool connected # Whether or not a battery is connected, based on a voltage threshold
float32 voltage_v # Battery voltage in volts, 0 if unknown
float32 current_a # Battery current in amperes, -1 if unknown
float32 current_average_a # Battery current average in amperes (for FW average in level flight), -1 if unknown
float32 discharged_mah # Discharged amount in mAh, -1 if unknown
float32 remaining # From 1 to 0, -1 if unknown
float32 scale # Power scaling factor, >= 1, or -1 if unknown
float32 time_remaining_s # predicted time in seconds remaining until battery is empty under previous averaged load, NAN if unknown
float32 temperature # temperature of the battery. NaN if unknown
uint8 cell_count # Number of cells, 0 if unknown
uint64 timestamp # time since system start (microseconds)
bool connected # Whether or not a battery is connected, based on a voltage threshold
float32 voltage_v # Battery voltage in volts, 0 if unknown
float32 current_a # Battery current in amperes, -1 if unknown
float32 current_average_a # Battery current average in amperes (for FW average in level flight), -1 if unknown
float32 discharged_mah # Discharged amount in mAh, -1 if unknown
float32 remaining # From 1 to 0, -1 if unknown
float32 scale # Power scaling factor, >= 1, or -1 if unknown
float32 time_remaining_s # predicted time in seconds remaining until battery is empty under previous averaged load, NAN if unknown
float32 temperature # Temperature of the battery in degrees Celcius, NaN if unknown
uint8 cell_count # Number of cells, 0 if unknown
uint8 BATTERY_SOURCE_POWER_MODULE = 0
uint8 BATTERY_SOURCE_EXTERNAL = 1
uint8 BATTERY_SOURCE_ESCS = 2
uint8 source # Battery source
uint8 priority # Zero based priority is the connection on the Power Controller V1..Vn AKA BrickN-1
uint16 capacity # actual capacity of the battery
uint16 cycle_count # number of discharge cycles the battery has experienced
uint16 average_time_to_empty # predicted remaining battery capacity based on the average rate of discharge in min
uint16 serial_number # serial number of the battery pack
uint16 manufacture_date # manufacture date, part of serial number of the battery pack. Formatted as: Day + Month×32 + (Year1980)×512
uint16 state_of_health # state of health. FullChargeCapacity/DesignCapacity, 0-100%.
uint16 max_error # max error, expected margin of error in % in the state-of-charge calculation with a range of 1 to 100%
uint8 source # Battery source
uint8 priority # Zero based priority is the connection on the Power Controller V1..Vn AKA BrickN-1
uint16 capacity # actual capacity of the battery
uint16 cycle_count # number of discharge cycles the battery has experienced
uint16 average_time_to_empty # predicted remaining battery capacity based on the average rate of discharge in min
uint16 serial_number # serial number of the battery pack
uint16 manufacture_date # manufacture date, part of serial number of the battery pack. Formatted as: Day + Month×32 + (Year1980)×512
uint16 state_of_health # state of health. FullChargeCapacity/DesignCapacity, 0-100%.
uint16 max_error # max error, expected margin of error in % in the state-of-charge calculation with a range of 1 to 100%
uint8 id # ID number of a battery. Should be unique and consistent for the lifetime of a vehicle. 1-indexed.
uint16 interface_error # interface error counter
uint16 interface_error # interface error counter
float32[14] voltage_cell_v # Battery individual cell voltages, 0 if unknown
float32 max_cell_voltage_delta # Max difference between individual cell voltages
float32[14] voltage_cell_v # Battery individual cell voltages, 0 if unknown
float32 max_cell_voltage_delta # Max difference between individual cell voltages
bool is_powering_off # Power off event imminent indication, false if unknown
bool is_required # Set if the battery is explicitly required before arming
bool is_powering_off # Power off event imminent indication, false if unknown
bool is_required # Set if the battery is explicitly required before arming
uint8 BATTERY_WARNING_NONE = 0 # no battery low voltage warning active
uint8 BATTERY_WARNING_LOW = 1 # warning of low voltage
uint8 BATTERY_WARNING_CRITICAL = 2 # critical voltage, return / abort immediately
uint8 BATTERY_WARNING_EMERGENCY = 3 # immediate landing required
uint8 BATTERY_WARNING_FAILED = 4 # the battery has failed completely
uint8 BATTERY_STATE_UNHEALTHY = 6 # Battery is diagnosed to be defective or an error occurred, usage is discouraged / prohibited. Possible causes (faults) are listed in faults field.
uint8 BATTERY_STATE_CHARGING = 7 # Battery is charging
uint8 BATTERY_WARNING_NONE = 0 # no battery low voltage warning active
uint8 BATTERY_WARNING_LOW = 1 # warning of low voltage
uint8 BATTERY_WARNING_CRITICAL = 2 # critical voltage, return / abort immediately
uint8 BATTERY_WARNING_EMERGENCY = 3 # immediate landing required
uint8 BATTERY_WARNING_FAILED = 4 # the battery has failed completely
uint8 BATTERY_STATE_UNHEALTHY = 6 # Battery is diagnosed to be defective or an error occurred, usage is discouraged / prohibited. Possible causes (faults) are listed in faults field.
uint8 BATTERY_STATE_CHARGING = 7 # Battery is charging
uint8 BATTERY_FAULT_DEEP_DISCHARGE = 0 # Battery has deep discharged
uint8 BATTERY_FAULT_SPIKES = 1 # Voltage spikes
uint8 BATTERY_FAULT_CELL_FAIL= 2 # One or more cells have failed
uint8 BATTERY_FAULT_OVER_CURRENT = 3 # Over-current
uint8 BATTERY_FAULT_OVER_TEMPERATURE = 4 # Over-temperature
uint8 BATTERY_FAULT_UNDER_TEMPERATURE = 5 # Under-temperature fault
uint8 BATTERY_FAULT_INCOMPATIBLE_VOLTAGE = 6 # Vehicle voltage is not compatible with battery one
uint8 BATTERY_FAULT_INCOMPATIBLE_FIRMWARE = 7 # Battery firmware is not compatible with current autopilot firmware
uint8 BATTERY_FAULT_INCOMPATIBLE_MODEL = 8 # Battery model is not supported by the system
uint8 BATTERY_FAULT_HARDWARE_FAILURE = 9 # hardware problem
uint8 BATTERY_FAULT_FAILED_TO_ARM = 10 # Battery had a problem while arming
uint8 BATTERY_FAULT_COUNT = 11 # Counter - keep it as last element!
uint8 BATTERY_FAULT_DEEP_DISCHARGE = 0 # Battery has deep discharged
uint8 BATTERY_FAULT_SPIKES = 1 # Voltage spikes
uint8 BATTERY_FAULT_CELL_FAIL= 2 # One or more cells have failed
uint8 BATTERY_FAULT_OVER_CURRENT = 3 # Over-current
uint8 BATTERY_FAULT_OVER_TEMPERATURE = 4 # Over-temperature
uint8 BATTERY_FAULT_UNDER_TEMPERATURE = 5 # Under-temperature fault
uint8 BATTERY_FAULT_INCOMPATIBLE_VOLTAGE = 6 # Vehicle voltage is not compatible with battery one
uint8 BATTERY_FAULT_INCOMPATIBLE_FIRMWARE = 7 # Battery firmware is not compatible with current autopilot firmware
uint8 BATTERY_FAULT_INCOMPATIBLE_MODEL = 8 # Battery model is not supported by the system
uint8 BATTERY_FAULT_HARDWARE_FAILURE = 9 # hardware problem
uint8 BATTERY_FAULT_FAILED_TO_ARM = 10 # Battery had a problem while arming
uint8 BATTERY_FAULT_COUNT = 11 # Counter - keep it as last element!
uint16 faults # Smart battery supply status/fault flags (bitmask) for health indication.
uint8 warning # Current battery warning
uint16 faults # Smart battery supply status/fault flags (bitmask) for health indication.
uint8 warning # Current battery warning
uint8 MAX_INSTANCES = 4
float32 full_charge_capacity_wh # The compensated battery capacity
float32 remaining_capacity_wh # The compensated battery capacity remaining
uint16 over_discharge_count # Number of battery overdischarge
float32 nominal_voltage # Nominal voltage of the battery pack
float32 full_charge_capacity_wh # The compensated battery capacity
float32 remaining_capacity_wh # The compensated battery capacity remaining
uint16 over_discharge_count # Number of battery overdischarge
float32 nominal_voltage # Nominal voltage of the battery pack
float32 internal_resistance_estimate # [Ohm] Internal resistance per cell estimate
float32 ocv_estimate # [V] Open circuit voltage estimate
+6
View File
@@ -73,6 +73,7 @@ set(msg_files
DebugVect.msg
DifferentialPressure.msg
DistanceSensor.msg
DistanceSensorModeChangeRequest.msg
Ekf2Timestamps.msg
EscReport.msg
EscStatus.msg
@@ -152,6 +153,10 @@ set(msg_files
ObstacleDistance.msg
OffboardControlMode.msg
OnboardComputerStatus.msg
OpenDroneIdArmStatus.msg
OpenDroneIdOperatorId.msg
OpenDroneIdSelfId.msg
OpenDroneIdSystem.msg
OrbitStatus.msg
OrbTest.msg
OrbTestLarge.msg
@@ -182,6 +187,7 @@ set(msg_files
RoverAckermannGuidanceStatus.msg
RoverAckermannStatus.msg
RoverDifferentialGuidanceStatus.msg
RoverDifferentialSetpoint.msg
RoverDifferentialStatus.msg
Rpm.msg
RtlStatus.msg
+5
View File
@@ -40,3 +40,8 @@ uint8 ROTATION_UPWARD_FACING = 24 # MAV_SENSOR_ROTATION_PITCH_90
uint8 ROTATION_DOWNWARD_FACING = 25 # MAV_SENSOR_ROTATION_PITCH_270
uint8 ROTATION_CUSTOM = 100 # MAV_SENSOR_ROTATION_CUSTOM
uint8 mode
uint8 MODE_UNKNOWN = 0
uint8 MODE_ENABLED = 1
uint8 MODE_DISABLED = 2
+5
View File
@@ -0,0 +1,5 @@
uint64 timestamp # time since system start (microseconds)
uint8 request_on_off # request to disable/enable the distance sensor
uint8 REQUEST_OFF = 0
uint8 REQUEST_ON = 1
-1
View File
@@ -59,7 +59,6 @@ bool fs_bad_airspeed # 5 - true if fusion of the airspeed has encounte
bool fs_bad_sideslip # 6 - true if fusion of the synthetic sideslip constraint has encountered a numerical error
bool fs_bad_optflow_x # 7 - true if fusion of the optical flow X axis has encountered a numerical error
bool fs_bad_optflow_y # 8 - true if fusion of the optical flow Y axis has encountered a numerical error
bool fs_bad_acc_bias # 9 - true if bad delta velocity bias estimates have been detected
bool fs_bad_acc_vertical # 10 - true if bad vertical accelerometer data has been detected
bool fs_bad_acc_clipping # 11 - true if delta velocity data contains clipping (asymmetric railing)
+3
View File
@@ -0,0 +1,3 @@
uint64 timestamp
uint8 status
char[50] error
+4
View File
@@ -0,0 +1,4 @@
uint64 timestamp
uint8[20] id_or_mac
uint8 operator_id_type
char[20] operator_id
+4
View File
@@ -0,0 +1,4 @@
uint64 timestamp
uint8[20] id_or_mac
uint8 description_type
char[23] description
+13
View File
@@ -0,0 +1,13 @@
uint64 timestamp
uint8[20] id_or_mac
uint8 operator_location_type
uint8 classification_type
int32 operator_latitude
int32 operator_longitude
uint16 area_count
uint16 area_radius
float32 area_ceiling
float32 area_floor
uint8 category_eu
uint8 class_eu
float32 operator_altitude_geo
+2 -1
View File
@@ -30,7 +30,8 @@ bool loiter_direction_counter_clockwise # loiter direction is clockwise by defau
float32 loiter_orientation # Orientation of the major axis with respect to true north in rad [-pi,pi)
uint8 loiter_pattern # loitern pattern to follow
float32 acceptance_radius # navigation acceptance_radius if we're doing waypoint navigation
float32 acceptance_radius # horizontal acceptance_radius (meters)
float32 alt_acceptance_radius # vertical acceptance radius, only used for fixed wing guidance, NAN = let guidance choose (meters)
float32 cruising_speed # the generally desired cruising speed (not a hard constraint)
bool gliding_enabled # commands the vehicle to glide if the capability is available (fixed wing only)
-3
View File
@@ -1,10 +1,7 @@
uint64 timestamp # time since system start (microseconds)
float32 desired_speed # [m/s] Desired forward speed for the rover
float32 lookahead_distance # [m] Lookahead distance of pure the pursuit controller
float32 heading_error_deg # [deg] Heading error of the pure pursuit controller
float32 pid_heading_integral # Integral of the PID for the desired yaw rate during missions
float32 pid_throttle_integral # Integral of the PID for the throttle during missions
uint8 state_machine # Driving state of the rover [0: SPOT_TURNING, 1: DRIVING, 2: GOAL_REACHED]
# TOPICS rover_differential_guidance_status
+9
View File
@@ -0,0 +1,9 @@
uint64 timestamp # time since system start (microseconds)
float32 forward_speed_setpoint # [m/s] Desired forward speed for the rover
float32 forward_speed_setpoint_normalized # [-1, 1] Normalized forward speed for the rover
float32 yaw_rate_setpoint # [rad/s] Desired yaw rate for the rover (Overriden by yaw controller if yaw_setpoint is used)
float32 yaw_rate_setpoint_normalized # [-1, 1] Normalized yaw rate for the rover
float32 yaw_setpoint # [rad] Desired yaw (heading) for the rover
# TOPICS rover_differential_setpoint
+9 -4
View File
@@ -1,8 +1,13 @@
uint64 timestamp # time since system start (microseconds)
float32 actual_speed # [m/s] Actual forward speed of the rover
float32 desired_yaw_rate_deg_s # [deg/s] Desired yaw rate
float32 actual_yaw_rate_deg_s # [deg/s] Actual yaw rate of the rover
float32 pid_yaw_rate_integral # Integral of the PID for the desired yaw rate controller
float32 actual_speed # [m/s] Actual forward speed of the rover
float32 actual_yaw # [rad] Actual yaw of the rover
float32 actual_yaw_rate # [rad/s] Actual yaw rate of the rover
float32 desired_yaw_rate # [rad/s] Yaw rate setpoint for the closed loop yaw rate controller
float32 forward_speed_normalized # [-1, 1] Normalized forward speed setpoint
float32 speed_diff_normalized # [-1, 1] Normalized speed difference setpoint between the left and right motor
float32 pid_yaw_integral # Integral of the PID for the closed loop yaw controller
float32 pid_yaw_rate_integral # Integral of the PID for the closed loop yaw rate controller
float32 pid_throttle_integral # Integral of the PID for the closed loop speed controller
# TOPICS rover_differential_status
+1
View File
@@ -27,3 +27,4 @@ float32 pitch_sp_rad # Current pitch setpoint [rad]
float32 throttle_trim # estimated throttle value [0,1] required to fly level at equivalent_airspeed_sp in the current atmospheric conditions
float32 underspeed_ratio # 0: no underspeed, 1: maximal underspeed. Controller takes measures to avoid stall proportional to ratio if >0.
float32 fast_descend_ratio # value indicating if fast descend mode is enabled with ramp up and ramp down [0-1]
+3
View File
@@ -4,6 +4,9 @@ uint64 timestamp_sample # the timestamp of the raw data (microsec
float32[2] vel_body # velocity obtained from gyro-compensated and distance-scaled optical flow raw measurements in body frame(m/s)
float32[2] vel_ne # same as vel_body but in local frame (m/s)
float32[2] vel_body_filtered # filtered velocity obtained from gyro-compensated and distance-scaled optical flow raw measurements in body frame(m/s)
float32[2] vel_ne_filtered # filtered same as vel_body_filtered but in local frame (m/s)
float32[2] flow_rate_uncompensated # integrated optical flow measurement (rad/s)
float32[2] flow_rate_compensated # integrated optical flow measurement compensated for angular motion (rad/s)
+1 -1
View File
@@ -12,7 +12,7 @@ uint8 ARMING_STATE_ARMED = 2
uint8 latest_arming_reason
uint8 latest_disarming_reason
uint8 ARM_DISARM_REASON_TRANSITION_TO_STANDBY = 0
uint8 ARM_DISARM_REASON_RC_STICK = 1
uint8 ARM_DISARM_REASON_STICK_GESTURE = 1
uint8 ARM_DISARM_REASON_RC_SWITCH = 2
uint8 ARM_DISARM_REASON_COMMAND_INTERNAL = 3
uint8 ARM_DISARM_REASON_COMMAND_EXTERNAL = 4
@@ -55,6 +55,7 @@
#include <uORB/Subscription.hpp>
#include <uORB/topics/vehicle_status.h>
#include <uORB/topics/parameter_update.h>
#include <uORB/topics/distance_sensor_mode_change_request.h>
using namespace time_literals;
@@ -143,8 +144,11 @@ private:
uORB::Subscription _parameter_update_sub{ORB_ID(parameter_update)};
uORB::Subscription _vehicle_status_sub{ORB_ID(vehicle_status)};
typeof(px4::msg::VehicleStatus::vehicle_type) _vehicle_type{px4::msg::VehicleStatus::VEHICLE_TYPE_UNKNOWN};
uORB::Subscription _dist_sense_mode_change_sub{ORB_ID(distance_sensor_mode_change_request)};
typeof(px4::msg::DistanceSensorModeChangeRequest::request_on_off) _req_mode{px4::msg::DistanceSensorModeChangeRequest::REQUEST_OFF};
bool _restriction{false};
bool _auto_restriction{false};
bool _prev_restriction{false};
};
LightwareLaser::LightwareLaser(const I2CSPIDriverConfig &config) :
@@ -411,6 +415,17 @@ void LightwareLaser::start()
int LightwareLaser::updateRestriction()
{
if (_dist_sense_mode_change_sub.updated()) {
distance_sensor_mode_change_request_s dist_sense_mode_change;
if (_dist_sense_mode_change_sub.copy(&dist_sense_mode_change)) {
_req_mode = dist_sense_mode_change.request_on_off;
} else {
_req_mode = distance_sensor_mode_change_request_s::REQUEST_OFF;
}
}
px4::msg::VehicleStatus vehicle_status;
if (_vehicle_status_sub.update(&vehicle_status)) {
@@ -438,7 +453,7 @@ int LightwareLaser::updateRestriction()
updateParams();
}
bool _prev_restriction{_restriction};
_prev_restriction = _restriction;
switch (_param_sf1xx_mode.get()) {
case 0: // Sensor disabled
@@ -451,7 +466,7 @@ int LightwareLaser::updateRestriction()
break;
case 2:
_restriction = _auto_restriction;
_restriction = _auto_restriction && _req_mode != distance_sensor_mode_change_request_s::REQUEST_ON;
break;
}
@@ -498,6 +513,8 @@ void LightwareLaser::RunImpl()
case State::Running:
if (!_restriction) {
_px4_rangefinder.set_mode(distance_sensor_s::MODE_ENABLED);
if (PX4_OK != collect()) {
PX4_DEBUG("collection error");
@@ -506,6 +523,14 @@ void LightwareLaser::RunImpl()
_consecutive_errors = 0;
}
}
} else {
_px4_rangefinder.set_mode(distance_sensor_s::MODE_DISABLED);
if (!_prev_restriction) { // Publish disabled status once
_px4_rangefinder.update(hrt_absolute_time(), -1.f, 0);
}
}
ScheduleDelayed(_conversion_interval);
@@ -54,7 +54,7 @@ PARAM_DEFINE_INT32(SENS_EN_SF1XX, 0);
*
* @value 0 Disabled
* @value 1 Enabled
* @value 2 Disabled during VTOL fast forward flight
* @value 2 Enabled in VTOL MC mode, listen to request from system in FW mode
*
* @min 0
* @max 2
@@ -88,6 +88,7 @@ INA228::INA228(const I2CSPIDriverConfig &config, int battery_index) :
_battery.setConnected(false);
_battery.updateVoltage(0.f);
_battery.updateCurrent(0.f);
_battery.updateTemperature(0.f);
_battery.updateAndPublishBatteryStatus(hrt_absolute_time());
}
@@ -306,6 +307,7 @@ INA228::collect()
// success = success && (read(INA228_REG_POWER, _power) == PX4_OK);
success = success && (read(INA228_REG_CURRENT, _current) == PX4_OK);
//success = success && (read(INA228_REG_VSHUNT, _shunt) == PX4_OK);
success = success && (read(INA228_REG_DIETEMP, _temperature) == PX4_OK);
if (!success) {
PX4_DEBUG("error reading from sensor");
@@ -315,6 +317,7 @@ INA228::collect()
_battery.setConnected(success);
_battery.updateVoltage(static_cast<float>(_bus_voltage * INA228_VSCALE));
_battery.updateCurrent(static_cast<float>(_current * _current_lsb));
_battery.updateTemperature(static_cast<float>(_temperature * INA228_TSCALE));
_battery.updateAndPublishBatteryStatus(hrt_absolute_time());
perf_end(_sample_perf);
@@ -381,6 +384,7 @@ INA228::RunImpl()
_battery.setConnected(false);
_battery.updateVoltage(0.f);
_battery.updateCurrent(0.f);
_battery.updateTemperature(0.f);
_battery.updateAndPublishBatteryStatus(hrt_absolute_time());
if (init() != PX4_OK) {
@@ -291,6 +291,7 @@ using namespace time_literals;
#define INA228_CONST 13107.2e6f /* is an internal fixed value used to ensure scaling is maintained properly */
#define INA228_SHUNT 0.0005f /* Shunt is 500 uOhm */
#define INA228_VSCALE 1.95e-04f /* LSB of voltage is 195.3125 uV/LSB */
#define INA228_TSCALE 7.8125e-03f /* LSB of temperature is 7.8125 mDegC/LSB */
#define swap16(w) __builtin_bswap16((w))
#define swap32(d) __builtin_bswap32((d))
@@ -339,6 +340,7 @@ private:
int32_t _bus_voltage{0};
int64_t _power{0};
int32_t _current{0};
int16_t _temperature{0};
int32_t _shunt{0};
int16_t _cal{0};
int16_t _range{INA228_ADCRANGE_HIGH};
@@ -80,6 +80,7 @@ INA238::INA238(const I2CSPIDriverConfig &config, int battery_index) :
_battery.setConnected(false);
_battery.updateVoltage(0.f);
_battery.updateCurrent(0.f);
_battery.updateTemperature(0.f);
_battery.updateAndPublishBatteryStatus(hrt_absolute_time());
}
@@ -224,9 +225,11 @@ int INA238::collect()
bool success{true};
int16_t bus_voltage{0};
int16_t current{0};
int16_t temperature{0};
success = (RegisterRead(Register::VS_BUS, (uint16_t &)bus_voltage) == PX4_OK);
success = success && (RegisterRead(Register::CURRENT, (uint16_t &)current) == PX4_OK);
success = success && (RegisterRead(Register::DIETEMP, (uint16_t &)temperature) == PX4_OK);
if (!success || hrt_elapsed_time(&_last_config_check_timestamp) > 100_ms) {
// check configuration registers periodically or immediately following any failure
@@ -250,6 +253,7 @@ int INA238::collect()
_battery.setConnected(success);
_battery.updateVoltage(static_cast<float>(bus_voltage * INA238_VSCALE));
_battery.updateCurrent(static_cast<float>(current * _current_lsb));
_battery.updateTemperature(static_cast<float>(temperature * INA238_TSCALE));
_battery.updateAndPublishBatteryStatus(hrt_absolute_time());
perf_end(_sample_perf);
@@ -309,6 +313,7 @@ void INA238::RunImpl()
_battery.setConnected(false);
_battery.updateVoltage(0.f);
_battery.updateCurrent(0.f);
_battery.updateTemperature(0.f);
_battery.updateAndPublishBatteryStatus(hrt_absolute_time());
if (init() != PX4_OK) {
@@ -73,6 +73,7 @@ using namespace ina238;
#define INA238_DN_MAX 32768.0f /* 2^15 */
#define INA238_CONST 819.2e6f /* is an internal fixed value used to ensure scaling is maintained properly */
#define INA238_VSCALE 3.125e-03f /* LSB of voltage is 3.1255 mV/LSB */
#define INA238_TSCALE 7.8125e-03f /* LSB of temperature is 7.8125 mDegC/LSB */
#define DEFAULT_MAX_CURRENT 327.68f /* Amps */
#define DEFAULT_SHUNT 0.0003f /* Shunt is 300 uOhm */
@@ -14,6 +14,7 @@ enum class Register : uint8_t {
ADCCONFIG = 0x01, // ADC Configuration Register
SHUNT_CAL = 0x02, // Shunt Calibration Register
VS_BUS = 0x05,
DIETEMP = 0x06,
CURRENT = 0x07,
MANUFACTURER_ID = 0x3e,
DEVICE_ID = 0x3f
+2
View File
@@ -147,6 +147,8 @@ px4_add_module(
arming_status.hpp
beep.cpp
beep.hpp
remoteid.cpp
remoteid.hpp
rgbled.cpp
rgbled.hpp
safety_state.cpp
+4
View File
@@ -26,6 +26,10 @@ if DRIVERS_UAVCAN
bool "Include safety state controller"
default y
config UAVCAN_REMOTEID_CONTROLLER
bool "Include remote ID controller"
default y
config UAVCAN_RGB_CONTROLLER
bool "Include rgb controller"
default y
+356
View File
@@ -0,0 +1,356 @@
/****************************************************************************
*
* Copyright (C) 2024 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
#include "remoteid.hpp"
#include <modules/mavlink/open_drone_id_translations.hpp>
#include <drivers/drv_hrt.h>
using namespace time_literals;
UavcanRemoteIDController::UavcanRemoteIDController(uavcan::INode &node) :
ModuleParams(nullptr),
_timer(node),
_node(node),
_uavcan_pub_remoteid_basicid(node),
_uavcan_pub_remoteid_location(node),
_uavcan_pub_remoteid_self_id(node),
_uavcan_pub_remoteid_system(node),
_uavcan_pub_remoteid_operator_id(node),
_uavcan_sub_arm_status(node)
{
}
int UavcanRemoteIDController::init()
{
// Setup timer and call back function for periodic updates
_timer.setCallback(TimerCbBinder(this, &UavcanRemoteIDController::periodic_update));
_timer.startPeriodic(uavcan::MonotonicDuration::fromMSec(1000 / MAX_RATE_HZ));
int res = _uavcan_sub_arm_status.start(ArmStatusBinder(this, &UavcanRemoteIDController::arm_status_sub_cb));
if (res < 0) {
PX4_WARN("ArmStatus sub failed %i", res);
return res;
}
return 0;
}
void UavcanRemoteIDController::periodic_update(const uavcan::TimerEvent &)
{
_vehicle_status.update();
send_basic_id();
send_location();
send_self_id();
send_system();
send_operator_id();
}
void UavcanRemoteIDController::send_basic_id()
{
dronecan::remoteid::BasicID basic_id {};
// basic_id.id_or_mac // supposedly only used for drone ID data from other UAs
basic_id.id_type = dronecan::remoteid::BasicID::ODID_ID_TYPE_SERIAL_NUMBER;
basic_id.ua_type = static_cast<uint8_t>(open_drone_id_translations::odidTypeForMavType(
_vehicle_status.get().system_type));
// uas_id: UAS (Unmanned Aircraft System) ID following the format specified by id_type
// TODO: MAV_ODID_ID_TYPE_SERIAL_NUMBER needs to be ANSI/CTA-2063 format
char uas_id[20] = {};
board_get_px4_guid_formated((char *)(uas_id), sizeof(uas_id));
basic_id.uas_id = uas_id;
_uavcan_pub_remoteid_basicid.broadcast(basic_id);
}
void UavcanRemoteIDController::send_location()
{
dronecan::remoteid::Location msg {};
// initialize all fields to unknown
msg.status = MAV_ODID_STATUS_UNDECLARED;
msg.direction = 36100; // If unknown: 36100 centi-degrees
msg.speed_horizontal = 25500; // If unknown: 25500 cm/s
msg.speed_vertical = 6300; // If unknown: 6300 cm/s
msg.latitude = 0; // If unknown: 0
msg.longitude = 0; // If unknown: 0
msg.altitude_geodetic = -1000; // If unknown: -1000 m
msg.altitude_geodetic = -1000; // If unknown: -1000 m
msg.height = -1000; // If unknown: -1000 m
msg.horizontal_accuracy = MAV_ODID_HOR_ACC_UNKNOWN;
msg.vertical_accuracy = MAV_ODID_VER_ACC_UNKNOWN;
msg.barometer_accuracy = MAV_ODID_VER_ACC_UNKNOWN;
msg.speed_accuracy = MAV_ODID_SPEED_ACC_UNKNOWN;
msg.timestamp = 0xFFFF; // If unknown: 0xFFFF
msg.timestamp_accuracy = MAV_ODID_TIME_ACC_UNKNOWN;
bool updated = false;
if (_vehicle_land_detected_sub.advertised()) {
vehicle_land_detected_s vehicle_land_detected{};
if (_vehicle_land_detected_sub.copy(&vehicle_land_detected)
&& (hrt_elapsed_time(&vehicle_land_detected.timestamp) < 10_s)) {
if (vehicle_land_detected.landed) {
msg.status = MAV_ODID_STATUS_GROUND;
} else {
msg.status = MAV_ODID_STATUS_AIRBORNE;
}
updated = true;
}
}
if (hrt_elapsed_time(&_vehicle_status.get().timestamp) < 10_s) {
if (_vehicle_status.get().failsafe && (_vehicle_status.get().arming_state == vehicle_status_s::ARMING_STATE_ARMED)) {
msg.status = MAV_ODID_STATUS_EMERGENCY;
updated = true;
}
}
if (_vehicle_gps_position_sub.advertised()) {
sensor_gps_s vehicle_gps_position{};
if (_vehicle_gps_position_sub.copy(&vehicle_gps_position)
&& (hrt_elapsed_time(&vehicle_gps_position.timestamp) < 10_s)) {
if (vehicle_gps_position.vel_ned_valid) {
const matrix::Vector3f vel_ned{vehicle_gps_position.vel_n_m_s, vehicle_gps_position.vel_e_m_s, vehicle_gps_position.vel_d_m_s};
// direction: calculate GPS course over ground angle
const float course = atan2f(vel_ned(1), vel_ned(0));
const int course_deg = roundf(math::degrees(matrix::wrap_2pi(course)));
msg.direction = math::constrain(100 * course_deg, 0, 35999); // 0 - 35999 centi-degrees
// speed_horizontal: If speed is larger than 25425 cm/s, use 25425 cm/s.
const int speed_horizontal_cm_s = matrix::Vector2f(vel_ned).length() * 100.f;
msg.speed_horizontal = math::constrain(speed_horizontal_cm_s, 0, 25425);
// speed_vertical: Up is positive, If speed is larger than 6200 cm/s, use 6200 cm/s. If lower than -6200 cm/s, use -6200 cm/s.
const int speed_vertical_cm_s = roundf(-vel_ned(2) * 100.f);
msg.speed_vertical = math::constrain(speed_vertical_cm_s, -6200, 6200);
msg.speed_accuracy = open_drone_id_translations::odidSpeedAccForVariance(vehicle_gps_position.s_variance_m_s);
updated = true;
}
if (vehicle_gps_position.fix_type >= 2) {
msg.latitude = static_cast<int32_t>(round(vehicle_gps_position.latitude_deg * 1e7));
msg.longitude = static_cast<int32_t>(round(vehicle_gps_position.longitude_deg * 1e7));
// altitude_geodetic
if (vehicle_gps_position.fix_type >= 3) {
msg.altitude_geodetic = static_cast<float>(round(vehicle_gps_position.altitude_msl_m)); // [m]
}
msg.horizontal_accuracy = open_drone_id_translations::odidHorAccForEph(vehicle_gps_position.eph);
msg.vertical_accuracy = open_drone_id_translations::odidVerAccForEpv(vehicle_gps_position.epv);
updated = true;
}
if (vehicle_gps_position.time_utc_usec != 0) {
// timestamp: UTC then convert for this field using ((float) (time_week_ms % (60*60*1000))) / 1000
uint64_t utc_time_msec = vehicle_gps_position.time_utc_usec / 1000;
msg.timestamp = ((float)(utc_time_msec % (60 * 60 * 1000))) / 1000;
msg.timestamp_accuracy = open_drone_id_translations::odidTimeForElapsed(hrt_elapsed_time(
&vehicle_gps_position.timestamp));
updated = true;
}
}
}
// altitude_barometric: The altitude calculated from the barometric pressue
if (_vehicle_air_data_sub.advertised()) {
vehicle_air_data_s vehicle_air_data{};
if (_vehicle_air_data_sub.copy(&vehicle_air_data) && (hrt_elapsed_time(&vehicle_air_data.timestamp) < 10_s)) {
msg.altitude_barometric = vehicle_air_data.baro_alt_meter;
msg.barometer_accuracy = MAV_ODID_VER_ACC_UNKNOWN; // We just don't without calibration.
updated = true;
}
}
// height: The current height of the unmanned aircraft above the take-off location or the ground as indicated by height_reference
if (_home_position_sub.advertised() && _vehicle_local_position_sub.updated()) {
home_position_s home_position{};
vehicle_local_position_s vehicle_local_position{};
if (_home_position_sub.copy(&home_position)
&& _vehicle_local_position_sub.copy(&vehicle_local_position)
&& (hrt_elapsed_time(&vehicle_local_position.timestamp) < 1_s)
) {
if (home_position.valid_alt && vehicle_local_position.z_valid && vehicle_local_position.z_global) {
float altitude = (-vehicle_local_position.z + vehicle_local_position.ref_alt);
msg.height = altitude - home_position.alt;
msg.height_reference = MAV_ODID_HEIGHT_REF_OVER_TAKEOFF;
updated = true;
}
}
}
if (updated) {
_uavcan_pub_remoteid_location.broadcast(msg);
}
}
void UavcanRemoteIDController::send_system()
{
open_drone_id_system_s system;
if (_open_drone_id_system.advertised() && _open_drone_id_system.copy(&system)) {
// Use what ground station sends us.
dronecan::remoteid::System msg {};
msg.timestamp = system.timestamp;
for (unsigned i = 0; i < sizeof(system.id_or_mac); ++i) {
msg.id_or_mac.push_back(system.id_or_mac[i]);
}
msg.operator_location_type = system.operator_location_type;
msg.classification_type = system.classification_type;
msg.operator_latitude = system.operator_latitude;
msg.operator_longitude = system.operator_longitude;
msg.area_count = system.area_count;
msg.area_radius = system.area_radius;
msg.area_ceiling = system.area_ceiling;
msg.area_floor = system.area_floor;
msg.category_eu = system.category_eu;
msg.class_eu = system.class_eu;
msg.operator_altitude_geo = system.operator_altitude_geo;
_uavcan_pub_remoteid_system.broadcast(msg);
} else {
// And otherwise, send our home/takeoff location.
sensor_gps_s vehicle_gps_position;
home_position_s home_position;
if (_vehicle_gps_position_sub.copy(&vehicle_gps_position) && _home_position_sub.copy(&home_position)) {
if (vehicle_gps_position.fix_type >= 3
&& home_position.valid_alt && home_position.valid_hpos) {
dronecan::remoteid::System msg {};
// msg.id_or_mac // Only used for drone ID data received from other UAs.
msg.operator_location_type = MAV_ODID_OPERATOR_LOCATION_TYPE_TAKEOFF;
msg.classification_type = MAV_ODID_CLASSIFICATION_TYPE_UNDECLARED;
msg.operator_latitude = home_position.lat * 1e7;
msg.operator_longitude = home_position.lon * 1e7;
msg.area_count = 1;
msg.area_radius = 0;
msg.area_ceiling = -1000;
msg.area_floor = -1000;
msg.category_eu = MAV_ODID_CATEGORY_EU_UNDECLARED;
msg.class_eu = MAV_ODID_CLASS_EU_UNDECLARED;
float wgs84_amsl_offset = vehicle_gps_position.altitude_ellipsoid_m - vehicle_gps_position.altitude_msl_m;
msg.operator_altitude_geo = home_position.alt + wgs84_amsl_offset;
// timestamp: 32 bit Unix Timestamp in seconds since 00:00:00 01/01/2019.
static uint64_t utc_offset_s = 1'546'300'800; // UTC seconds since 00:00:00 01/01/2019
msg.timestamp = vehicle_gps_position.time_utc_usec / 1e6 - utc_offset_s;
_uavcan_pub_remoteid_system.broadcast(msg);
}
}
}
}
void UavcanRemoteIDController::send_self_id()
{
open_drone_id_self_id_s self_id;
if (_open_drone_id_self_id.copy(&self_id)) {
dronecan::remoteid::SelfID msg {};
for (unsigned i = 0; i < sizeof(self_id.id_or_mac); ++i) {
msg.id_or_mac.push_back(self_id.id_or_mac[i]);
}
msg.description_type = self_id.description_type;
for (unsigned i = 0; i < sizeof(self_id.description); ++i) {
msg.description.push_back(self_id.description[i]);
}
_uavcan_pub_remoteid_self_id.broadcast(msg);
}
}
void UavcanRemoteIDController::send_operator_id()
{
open_drone_id_operator_id_s operator_id;
if (_open_drone_id_operator_id.copy(&operator_id)) {
dronecan::remoteid::OperatorID msg {};
for (unsigned i = 0; i < sizeof(operator_id.id_or_mac); ++i) {
msg.id_or_mac.push_back(operator_id.id_or_mac[i]);
}
msg.operator_id_type = operator_id.operator_id_type;
for (unsigned i = 0; i < sizeof(operator_id.operator_id); ++i) {
msg.operator_id.push_back(operator_id.operator_id[i]);
}
_uavcan_pub_remoteid_operator_id.broadcast(msg);
}
}
void
UavcanRemoteIDController::arm_status_sub_cb(const uavcan::ReceivedDataStructure<dronecan::remoteid::ArmStatus> &msg)
{
open_drone_id_arm_status_s arm_status{};
arm_status.timestamp = hrt_absolute_time();
arm_status.status = msg.status;
memcpy(arm_status.error, msg.error.c_str(), sizeof(arm_status.error));
_open_drone_id_arm_status_pub.publish(arm_status);
}
+107
View File
@@ -0,0 +1,107 @@
/****************************************************************************
*
* Copyright (C) 2024 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
#pragma once
#include <uORB/Subscription.hpp>
#include <uORB/Publication.hpp>
#include <uORB/topics/sensor_gps.h>
#include <uORB/topics/vehicle_status.h>
#include <uORB/topics/vehicle_land_detected.h>
#include <uORB/topics/vehicle_air_data.h>
#include <uORB/topics/vehicle_local_position.h>
#include <uORB/topics/home_position.h>
#include <uORB/topics/open_drone_id_operator_id.h>
#include <uORB/topics/open_drone_id_arm_status.h>
#include <uORB/topics/open_drone_id_self_id.h>
#include <uORB/topics/open_drone_id_system.h>
#include <uavcan/uavcan.hpp>
#include <dronecan/remoteid/BasicID.hpp>
#include <dronecan/remoteid/Location.hpp>
#include <dronecan/remoteid/SelfID.hpp>
#include <dronecan/remoteid/System.hpp>
#include <dronecan/remoteid/ArmStatus.hpp>
#include <dronecan/remoteid/OperatorID.hpp>
#include <px4_platform_common/module_params.h>
class UavcanRemoteIDController : public ModuleParams
{
public:
UavcanRemoteIDController(uavcan::INode &node);
~UavcanRemoteIDController() = default;
int init();
private:
typedef uavcan::MethodBinder<UavcanRemoteIDController *, void (UavcanRemoteIDController::*)(const uavcan::TimerEvent &)>
TimerCbBinder;
static constexpr unsigned MAX_RATE_HZ = 1;
uavcan::TimerEventForwarder<TimerCbBinder> _timer;
void periodic_update(const uavcan::TimerEvent &);
void send_basic_id();
void send_location();
void send_self_id();
void send_system();
void send_operator_id();
void arm_status_sub_cb(const uavcan::ReceivedDataStructure<dronecan::remoteid::ArmStatus> &msg);
uavcan::INode &_node;
uORB::Subscription _vehicle_gps_position_sub{ORB_ID(vehicle_gps_position)};
uORB::SubscriptionData<vehicle_status_s> _vehicle_status{ORB_ID(vehicle_status)};
uORB::Subscription _vehicle_land_detected_sub{ORB_ID(vehicle_land_detected)};
uORB::Subscription _vehicle_air_data_sub{ORB_ID(vehicle_air_data)};
uORB::Subscription _vehicle_local_position_sub{ORB_ID(vehicle_local_position)};
uORB::Subscription _home_position_sub{ORB_ID(home_position)};
uORB::Subscription _open_drone_id_operator_id{ORB_ID(open_drone_id_operator_id)};
uORB::Subscription _open_drone_id_self_id{ORB_ID(open_drone_id_self_id)};
uORB::Subscription _open_drone_id_system{ORB_ID(open_drone_id_system)};
uORB::Publication<open_drone_id_arm_status_s> _open_drone_id_arm_status_pub{ORB_ID(open_drone_id_arm_status)};
uavcan::Publisher<dronecan::remoteid::BasicID> _uavcan_pub_remoteid_basicid;
uavcan::Publisher<dronecan::remoteid::Location> _uavcan_pub_remoteid_location;
uavcan::Publisher<dronecan::remoteid::SelfID> _uavcan_pub_remoteid_self_id;
uavcan::Publisher<dronecan::remoteid::System> _uavcan_pub_remoteid_system;
uavcan::Publisher<dronecan::remoteid::OperatorID> _uavcan_pub_remoteid_operator_id;
using ArmStatusBinder = uavcan::MethodBinder < UavcanRemoteIDController *,
void (UavcanRemoteIDController::*)(const uavcan::ReceivedDataStructure<dronecan::remoteid::ArmStatus> &) >;
uavcan::Subscriber<dronecan::remoteid::ArmStatus, ArmStatusBinder> _uavcan_sub_arm_status;
};
+1 -1
View File
@@ -51,7 +51,7 @@ public:
int init();
private:
// Max update rate to avoid exessive bus traffic
// Max update rate to avoid excessive bus traffic
static constexpr unsigned MAX_RATE_HZ = 20;
void periodic_update(const uavcan::TimerEvent &);
+13
View File
@@ -96,6 +96,9 @@ UavcanNode::UavcanNode(uavcan::ICanDriver &can_driver, uavcan::ISystemClock &sys
#if defined(CONFIG_UAVCAN_SAFETY_STATE_CONTROLLER)
_safety_state_controller(_node),
#endif
#if defined(CONFIG_UAVCAN_REMOTEID_CONTROLLER)
_remoteid_controller(_node),
#endif
#if defined(CONFIG_UAVCAN_RGB_CONTROLLER)
_rgbled_controller(_node),
#endif
@@ -558,6 +561,16 @@ UavcanNode::init(uavcan::NodeID node_id, UAVCAN_DRIVER::BusEvent &bus_events)
return ret;
}
#if defined(CONFIG_UAVCAN_REMOTEID_CONTROLLER)
ret = _remoteid_controller.init();
if (ret < 0) {
return ret;
}
#endif
#if defined(CONFIG_UAVCAN_RGB_CONTROLLER)
ret = _rgbled_controller.init();
+7
View File
@@ -68,6 +68,10 @@
#include "logmessage.hpp"
#if defined(CONFIG_UAVCAN_REMOTEID_CONTROLLER)
#include "remoteid.hpp"
#endif
#if defined(CONFIG_UAVCAN_RGB_CONTROLLER)
#include "rgbled.hpp"
#endif
@@ -269,6 +273,9 @@ private:
#if defined(CONFIG_UAVCAN_SAFETY_STATE_CONTROLLER)
UavcanSafetyState _safety_state_controller;
#endif
#if defined(CONFIG_UAVCAN_REMOTEID_CONTROLLER)
UavcanRemoteIDController _remoteid_controller;
#endif
#if defined(CONFIG_UAVCAN_RGB_CONTROLLER)
UavcanRGBController _rgbled_controller;
#endif
+6 -1
View File
@@ -106,6 +106,11 @@ void Battery::updateCurrent(const float current_a)
_current_a = current_a;
}
void Battery::updateTemperature(const float temperature_c)
{
_temperature_c = temperature_c;
}
void Battery::updateBatteryStatus(const hrt_abstime &timestamp)
{
// Require minimum voltage otherwise override connected status
@@ -149,7 +154,7 @@ battery_status_s Battery::getBatteryStatus()
battery_status.remaining = _state_of_charge;
battery_status.scale = _scale;
battery_status.time_remaining_s = computeRemainingTime(_current_a);
battery_status.temperature = NAN;
battery_status.temperature = _temperature_c;
battery_status.cell_count = _params.n_cells;
battery_status.connected = _connected;
battery_status.source = _source;
+2
View File
@@ -91,6 +91,7 @@ public:
void setStateOfCharge(const float soc) { _state_of_charge = soc; _external_state_of_charge = true; }
void updateVoltage(const float voltage_v);
void updateCurrent(const float current_a);
void updateTemperature(const float temperature_c);
/**
* Update state of charge calculations
@@ -168,6 +169,7 @@ private:
float _current_a{-1};
AlphaFilter<float>
_current_average_filter_a; ///< averaging filter for current. For FW, it is the current in level flight.
float _temperature_c{NAN};
float _discharged_mah{0.f};
float _discharged_mah_loop{0.f};
float _state_of_charge_volt_based{-1.f}; // [0,1]
@@ -39,7 +39,8 @@ PX4Rangefinder::PX4Rangefinder(const uint32_t device_id, const uint8_t device_or
{
set_device_id(device_id);
set_orientation(device_orientation);
set_rangefinder_type(distance_sensor_s::MAV_DISTANCE_SENSOR_LASER); // Default to type LASER
set_rangefinder_type(distance_sensor_s::MAV_DISTANCE_SENSOR_LASER);
set_mode(distance_sensor_s::MODE_UNKNOWN);
}
PX4Rangefinder::~PX4Rangefinder()
@@ -60,6 +60,8 @@ public:
void set_orientation(const uint8_t device_orientation = distance_sensor_s::ROTATION_DOWNWARD_FACING);
void set_mode(const uint8_t mode) { _distance_sensor_pub.get().mode = mode; }
void update(const hrt_abstime &timestamp_sample, const float distance, const int8_t quality = -1);
int get_instance() { return _distance_sensor_pub.get_instance(); };
+3 -3
View File
@@ -447,12 +447,12 @@
"description": "Transition to standby"
},
"1": {
"name": "rc_stick",
"description": "RC"
"name": "stick_gesture",
"description": "Stick gesture"
},
"2": {
"name": "rc_switch",
"description": "RC (switch)"
"description": "RC switch"
},
"3": {
"name": "command_internal",
+39 -16
View File
@@ -116,6 +116,39 @@ public:
return self;
}
template<size_t MM, size_t NN>
Matrix<Type, P, Q> operator-(const SliceT<const Matrix<Type, MM, NN>, Type, P, Q, MM, NN> &other)
{
return Matrix<Type, P, Q> {*this} - other;
}
Matrix<Type, P, Q> operator-(const Matrix<Type, P, Q> &other)
{
return Matrix<Type, P, Q> {*this} - other;
}
Matrix<Type, P, Q> operator-(const Type &other)
{
return Matrix<Type, P, Q> {*this} - other;
}
template<size_t MM, size_t NN>
Matrix<Type, P, Q> operator+(const SliceT<const Matrix<Type, MM, NN>, Type, P, Q, MM, NN> &other)
{
return Matrix<Type, P, Q> {*this} + other;
}
Matrix<Type, P, Q> operator+(const Matrix<Type, P, Q> &other)
{
return Matrix<Type, P, Q> {*this} + other;
}
Matrix<Type, P, Q> operator+(const Type &other)
{
return Matrix<Type, P, Q> {*this} + other;
}
// allow assigning vectors to a slice that are in the axis
template <size_t DUMMY = 1> // make this a template function since it only exists for some instantiations
SliceT<MatrixT, Type, 1, Q, M, N> &operator=(const Vector<Type, Q> &other)
@@ -222,29 +255,19 @@ public:
return self;
}
SliceT<MatrixT, Type, P, Q, M, N> &operator/=(const Type &other)
SliceT<MatrixT, Type, P, Q, M, N> &operator/=(const Type &scalar)
{
return operator*=(Type(1) / other);
return operator*=(Type(1) / scalar);
}
Matrix<Type, P, Q> operator*(const Type &other) const
Matrix<Type, P, Q> operator*(const Type &scalar) const
{
const SliceT<MatrixT, Type, P, Q, M, N> &self = *this;
Matrix<Type, P, Q> res;
for (size_t i = 0; i < P; i++) {
for (size_t j = 0; j < Q; j++) {
res(i, j) = self(i, j) * other;
}
}
return res;
return Matrix<Type, P, Q> {*this} * scalar;
}
Matrix<Type, P, Q> operator/(const Type &other) const
Matrix<Type, P, Q> operator/(const Type &scalar) const
{
const SliceT<MatrixT, Type, P, Q, M, N> &self = *this;
return self * (Type(1) / other);
return (*this) * (1 / scalar);
}
template<size_t R, size_t S>
+1
View File
@@ -317,6 +317,7 @@ public:
}
};
using SquareMatrix2f = SquareMatrix<float, 2>;
using SquareMatrix3f = SquareMatrix<float, 3>;
using SquareMatrix3d = SquareMatrix<double, 3>;
-1
View File
@@ -102,7 +102,6 @@ public:
};
using Vector2f = Vector2<float>;
using Vector2d = Vector2<double>;
+73
View File
@@ -262,6 +262,79 @@ TEST(MatrixSliceTest, Slice)
float O_check_data_12 [4] = {2.5, 3, 4, 5};
EXPECT_EQ(res_12, (SquareMatrix<float, 2>(O_check_data_12)));
}
TEST(MatrixSliceTest, SliceAdditions)
{
float data[9] = {0, 2, 3,
4, 5, 6,
7, 8, 10
};
SquareMatrix3f A{data};
float operand_data [4] = {2, 1,
-3, -1
};
const SquareMatrix2f operand(operand_data);
// 2x2 Slice + 2x2 Matrix
SquareMatrix2f res_1 = A.slice<2, 2>(1, 0) + operand;
float res_1_check_data[4] = {6, 6,
4, 7
};
EXPECT_EQ(res_1, (SquareMatrix2f(res_1_check_data)));
// 2x1 Slice + 2x1 Slice
Vector2f res_2 = A.slice<2, 1>(1, 1) + operand.slice<2, 1>(0, 0);
EXPECT_EQ(res_2, Vector2f(7, 5));
// 3x3 Slice + Scalar
SquareMatrix3f res_3 = A.slice<3, 3>(0, 0) + (-1);
float res_3_check_data[9] = {-1, 1, 2,
3, 4, 5,
6, 7, 9
};
EXPECT_EQ(res_3, (SquareMatrix3f(res_3_check_data)));
// 3x1 Slice + 3 Vector
Vector3f res_4 = A.col(1) + Vector3f(1, -2, 3);
EXPECT_EQ(res_4, Vector3f(3, 3, 11));
}
TEST(MatrixSliceTest, SliceSubtractions)
{
float data[9] = {0, 2, 3,
4, 5, 6,
7, 8, 10
};
SquareMatrix3f A{data};
float operand_data[4] = {2, 1,
-3, -1
};
const SquareMatrix2f operand(operand_data);
// 2x2 Slice - 2x2 Matrix
SquareMatrix2f res_1 = A.slice<2, 2>(1, 0) - operand;
float res_1_check_data[4] = {2, 4,
10, 9
};
EXPECT_EQ(res_1, (SquareMatrix2f(res_1_check_data)));
// 2x1 Slice - 2x1 Slice
Vector2f res_2 = A.slice<2, 1>(1, 1) - operand.slice<2, 1>(0, 0);
EXPECT_EQ(res_2, Vector2f(3, 11));
// 3x3 Slice - Scalar
SquareMatrix3f res_3 = A.slice<3, 3>(0, 0) - (-1);
float res_3_check_data[9] = {1, 3, 4,
5, 6, 7,
8, 9, 11
};
EXPECT_EQ(res_3, (SquareMatrix3f(res_3_check_data)));
// 3x1 Slice - 3 Vector
Vector3f res_4 = A.col(1) - Vector3f(1, -2, 3);
EXPECT_EQ(res_4, Vector3f(1, 7, 5));
}
TEST(MatrixSliceTest, XYAssignmentTest)
{
@@ -80,4 +80,13 @@ TEST(MatrixVector3Test, Vector3)
Vector3f m2(3.1f, 4.1f, 5.1f);
EXPECT_EQ(m2, m1 + 2.1f);
EXPECT_EQ(m2 - 2.1f, m1);
// Test Addition and Subtraction of Slices
Vector3f v1(3, 13, 0);
Vector3f v2(42, 6, 256);
EXPECT_EQ(v1.xy() - v2.xy(), Vector2f(-39, 7));
EXPECT_EQ(v1.xy() + v2.xy(), Vector2f(45, 19));
EXPECT_EQ(v1.xy() + 2.f, Vector2f(5, 15));
EXPECT_EQ(v1.xy() - 2.f, Vector2f(1, 11));
}
+1
View File
@@ -43,3 +43,4 @@ target_include_directories(motion_planning PUBLIC ${CMAKE_CURRENT_SOURCE_DIR})
px4_add_unit_gtest(SRC VelocitySmoothingTest.cpp LINKLIBS motion_planning)
px4_add_unit_gtest(SRC PositionSmoothingTest.cpp LINKLIBS motion_planning)
px4_add_unit_gtest(SRC HeadingSmoothingTest.cpp LINKLIBS motion_planning)
+1 -1
View File
@@ -35,7 +35,7 @@
HeadingSmoothing::HeadingSmoothing()
{
_velocity_smoothing.setMaxVel(M_PI_F); // smoothed "velocity" is heading [-pi, pi]
_velocity_smoothing.setMaxVel(M_TWOPI_F); // "velocity" is heading. 2Pi limit is needed for correct angle wrapping
}
void HeadingSmoothing::reset(const float heading, const float heading_rate)
@@ -0,0 +1,147 @@
/****************************************************************************
*
* Copyright (C) 2024 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
/**
* Test code for the Heading Smoothing library
* Run exclusively this test with the command "make tests TESTFILTER=HeadingSmoothing"
*/
#include "mathlib/math/Limits.hpp"
#include <gtest/gtest.h>
#include <motion_planning/HeadingSmoothing.hpp>
using namespace matrix;
class HeadingSmoothingTest : public ::testing::Test
{
public:
HeadingSmoothingTest()
{
_smoothing.setMaxHeadingRate(15.f);
_smoothing.setMaxHeadingAccel(1.f);
}
HeadingSmoothing _smoothing;
float _dt{.1f};
};
TEST_F(HeadingSmoothingTest, convergence)
{
const float heading_current = math::radians(0.f);
const float heading_target = math::radians(5.f);
_smoothing.reset(heading_current, 0.f);
const int nb_steps = ceilf(1.f / _dt);
for (int i = 0; i < nb_steps; i++) {
_smoothing.update(heading_target, _dt);
}
const float heading = _smoothing.getSmoothedHeading();
const float heading_rate = _smoothing.getSmoothedHeadingRate();
EXPECT_EQ(heading, heading_target) << "heading (deg): " << math::degrees(heading);
EXPECT_EQ(heading_rate, 0.f);
}
TEST_F(HeadingSmoothingTest, zero_crossing)
{
const float heading_current = math::radians(-95.f);
const float heading_target = math::radians(5.f);
_smoothing.reset(heading_current, 0.f);
const int nb_steps = ceilf(4.f / _dt);
for (int i = 0; i < nb_steps; i++) {
_smoothing.update(heading_target, _dt);
}
const float heading = _smoothing.getSmoothedHeading();
const float heading_rate = _smoothing.getSmoothedHeadingRate();
EXPECT_EQ(heading, heading_target) << "heading (deg): " << math::degrees(heading);
EXPECT_EQ(heading_rate, 0.f);
}
TEST_F(HeadingSmoothingTest, wrap_pi)
{
const float heading_current = math::radians(-170.f);
const float heading_target = math::radians(170.f);
_smoothing.reset(heading_current, 0.f);
const int nb_steps = ceilf(2.f / _dt);
for (int i = 0; i < nb_steps; i++) {
_smoothing.update(heading_target, _dt);
}
const float heading = _smoothing.getSmoothedHeading();
const float heading_rate = _smoothing.getSmoothedHeadingRate();
EXPECT_EQ(heading, heading_target) << "heading (deg): " << math::degrees(heading);
EXPECT_EQ(heading_rate, 0.f);
}
TEST_F(HeadingSmoothingTest, positive_rate)
{
const float max_heading_rate = .15f;
_smoothing.setMaxHeadingRate(max_heading_rate);
const float heading_current = math::radians(-170.f);
const float heading_target = math::radians(-20.f);
_smoothing.reset(heading_current, 0.f);
const int nb_steps = ceilf(2.f / _dt);
for (int i = 0; i < nb_steps; i++) {
_smoothing.update(heading_target, _dt);
}
const float heading_rate = _smoothing.getSmoothedHeadingRate();
EXPECT_EQ(heading_rate, max_heading_rate);
}
TEST_F(HeadingSmoothingTest, negative_rate)
{
const float max_heading_rate = 0.15;
_smoothing.setMaxHeadingRate(max_heading_rate);
const float heading_current = math::radians(-20.f);
const float heading_target = math::radians(-140.f);
_smoothing.reset(heading_current, 0.f);
const int nb_steps = ceilf(2.f / _dt);
for (int i = 0; i < nb_steps; i++) {
_smoothing.update(heading_target, _dt);
}
const float heading_rate = _smoothing.getSmoothedHeadingRate();
EXPECT_EQ(heading_rate, -max_heading_rate);
}
+7 -9
View File
@@ -78,18 +78,16 @@ float PurePursuit::calcDesiredHeading(const Vector2f &curr_wp_ned, const Vector2
const Vector2f prev_wp_to_curr_pos = curr_pos_ned - prev_wp_ned;
const Vector2f prev_wp_to_curr_wp_u = prev_wp_to_curr_wp.unit_or_zero();
const Vector2f distance_on_line_segment = (prev_wp_to_curr_pos * prev_wp_to_curr_wp_u) *
prev_wp_to_curr_wp_u; // Projection of prev_wp_to_curr_pos onto prev_wp_to_curr_wp
const Vector2f curr_pos_to_path = distance_on_line_segment -
prev_wp_to_curr_pos; // Shortest vector from the current position to the path
_distance_on_line_segment = (prev_wp_to_curr_pos * prev_wp_to_curr_wp_u) * prev_wp_to_curr_wp_u;
_curr_pos_to_path = _distance_on_line_segment - prev_wp_to_curr_pos;
if (curr_pos_to_path.norm() > _lookahead_distance) { // Target closest point on path if there is no intersection point
return atan2f(curr_pos_to_path(1), curr_pos_to_path(0));
if (_curr_pos_to_path.norm() > _lookahead_distance) { // Target closest point on path if there is no intersection point
return atan2f(_curr_pos_to_path(1), _curr_pos_to_path(0));
}
const float line_extension = sqrt(powf(_lookahead_distance, 2.f) - powf(curr_pos_to_path.norm(),
2.f)); // Length of the vector from the endpoint of distance_on_line_segment to the intersection point
const Vector2f prev_wp_to_intersection_point = distance_on_line_segment + line_extension *
const float line_extension = sqrt(powf(_lookahead_distance, 2.f) - powf(_curr_pos_to_path.norm(),
2.f)); // Length of the vector from the endpoint of _distance_on_line_segment to the intersection point
const Vector2f prev_wp_to_intersection_point = _distance_on_line_segment + line_extension *
prev_wp_to_curr_wp_u;
const Vector2f curr_pos_to_intersection_point = prev_wp_to_intersection_point - prev_wp_to_curr_pos;
return atan2f(curr_pos_to_intersection_point(1), curr_pos_to_intersection_point(0));
+5 -1
View File
@@ -103,6 +103,8 @@ public:
float vehicle_speed);
float getLookaheadDistance() {return _lookahead_distance;};
float getCrosstrackError() {return _curr_pos_to_path.norm();};
float getDistanceOnLineSegment() {return _distance_on_line_segment.norm();};
protected:
/**
@@ -122,5 +124,7 @@ protected:
float lookahead_min{1.f};
} _params{};
private:
float _lookahead_distance{0.f};
float _lookahead_distance{0.f}; // Radius of the circle around the vehicle
Vector2f _distance_on_line_segment{}; // Projection of prev_wp_to_curr_pos onto prev_wp_to_curr_wp
Vector2f _curr_pos_to_path{}; // Shortest vector from the current position to the path
};
+25 -11
View File
@@ -44,11 +44,11 @@
#include "matrix/Matrix.hpp"
#include "matrix/Vector2.hpp"
#include <mathlib/math/Functions.hpp>
using math::constrain;
using math::max;
using math::min;
using namespace time_literals;
static inline constexpr bool TIMESTAMP_VALID(float dt) { return (PX4_ISFINITE(dt) && dt > FLT_EPSILON);}
@@ -525,16 +525,12 @@ void TECSControl::_calcThrottleControl(float dt, const SpecificEnergyRates &spec
if (1.f - param.fast_descend < FLT_EPSILON) {
// During fast descend, we control airspeed over the pitch control loop. Give minimal thrust as soon as we are descending
if (specific_energy_rates.spe_rate.estimate > 0) { // We have a positive altitude rate and are stil climbing
throttle_setpoint = param.throttle_trim; // Do not cut off throttle yet
} else {
throttle_setpoint = param.throttle_min;
}
throttle_setpoint = param.throttle_min;
} else {
_calcThrottleControlUpdate(dt, limit, ste_rate, param, flag);
throttle_setpoint = _calcThrottleControlOutput(limit, ste_rate, param, flag);
throttle_setpoint = (1.f - param.fast_descend) * _calcThrottleControlOutput(limit, ste_rate, param,
flag) + param.fast_descend * param.throttle_min;
}
// Rate limit the throttle demand
@@ -677,6 +673,11 @@ void TECS::initControlParams(float target_climbrate, float target_sinkrate, floa
_control_param.throttle_min = throttle_min;
}
float TECS::calcTrueAirspeedSetpoint(float eas_to_tas, float eas_setpoint)
{
return lerp(eas_to_tas * eas_setpoint, _control_param.tas_max, _fast_descend);
}
void TECS::initialize(const float altitude, const float altitude_rate, const float equivalent_airspeed,
float eas_to_tas)
{
@@ -699,6 +700,9 @@ void TECS::initialize(const float altitude, const float altitude_rate, const flo
.tas_rate = 0.0f};
_control.initialize(control_setpoint, control_input, _control_param, _control_flag);
_fast_descend = 0.f;
_enabled_fast_descend_timestamp = 0U;
}
void TECS::update(float pitch, float altitude, float hgt_setpoint, float EAS_setpoint, float equivalent_airspeed,
@@ -753,8 +757,7 @@ void TECS::update(float pitch, float altitude, float hgt_setpoint, float EAS_set
TECSControl::Setpoint control_setpoint;
control_setpoint.altitude_reference = _altitude_reference_model.getAltitudeReference();
control_setpoint.altitude_rate_setpoint_direct = _altitude_reference_model.getHeightRateSetpointDirect();
control_setpoint.tas_setpoint = _control_param.tas_max * _fast_descend + (1 - _fast_descend) * eas_to_tas *
EAS_setpoint;
control_setpoint.tas_setpoint = calcTrueAirspeedSetpoint(eas_to_tas, EAS_setpoint);
const TECSControl::Input control_input{ .altitude = altitude,
.altitude_rate = hgt_rate,
@@ -765,11 +768,13 @@ void TECS::update(float pitch, float altitude, float hgt_setpoint, float EAS_set
}
_debug_status.control = _control.getDebugOutput();
_debug_status.true_airspeed_sp = calcTrueAirspeedSetpoint(eas_to_tas, EAS_setpoint);
_debug_status.true_airspeed_filtered = eas_to_tas * _airspeed_filter.getState().speed;
_debug_status.true_airspeed_derivative = eas_to_tas * _airspeed_filter.getState().speed_rate;
_debug_status.altitude_reference = _altitude_reference_model.getAltitudeReference().alt;
_debug_status.height_rate_reference = _altitude_reference_model.getAltitudeReference().alt_rate;
_debug_status.height_rate_direct = _altitude_reference_model.getHeightRateSetpointDirect();
_debug_status.fast_descend = _fast_descend;
_update_timestamp = now;
}
@@ -778,13 +783,22 @@ void TECS::_setFastDescend(const float alt_setpoint, const float alt)
{
if (_control_flag.airspeed_enabled && (_fast_descend_alt_err > FLT_EPSILON)
&& ((alt_setpoint + _fast_descend_alt_err) < alt)) {
_fast_descend = 1.f;
auto now = hrt_absolute_time();
if (_enabled_fast_descend_timestamp == 0U) {
_enabled_fast_descend_timestamp = now;
}
_fast_descend = constrain(max(_fast_descend, static_cast<float>(now - _enabled_fast_descend_timestamp) /
static_cast<float>(FAST_DESCEND_RAMP_UP_TIME)), 0.f, 1.f);
} else if ((_fast_descend > FLT_EPSILON) && (_fast_descend_alt_err > FLT_EPSILON)) {
// Were in fast descend, scale it down. up until 5m above target altitude
_fast_descend = constrain((alt - alt_setpoint - 5.f) / _fast_descend_alt_err, 0.f, 1.f);
_enabled_fast_descend_timestamp = 0U;
} else {
_fast_descend = 0.f;
_enabled_fast_descend_timestamp = 0U;
}
}
+22 -5
View File
@@ -50,6 +50,8 @@
#include <motion_planning/VelocitySmoothing.hpp>
#include <motion_planning/ManualVelocitySmoothingZ.hpp>
using namespace time_literals;
class TECSAirspeedFilter
{
public:
@@ -203,8 +205,8 @@ public:
float equivalent_airspeed_trim; ///< Equivalent cruise airspeed for airspeed less mode [m/s].
float tas_min; ///< True airspeed demand lower limit [m/s].
float tas_max; ///< True airspeed demand upper limit [m/s].
float pitch_max; ///< Maximum pitch angle allowed in [rad].
float pitch_min; ///< Minimal pitch angle allowed in [rad].
float pitch_max; ///< Maximum pitch angle above trim allowed in [rad].
float pitch_min; ///< Minimal pitch angle below trim allowed in [rad].
float throttle_trim; ///< Normalized throttle required to fly level at calibrated airspeed setpoint [0,1]
float throttle_max; ///< Normalized throttle upper limit.
float throttle_min; ///< Normalized throttle lower limit.
@@ -320,7 +322,7 @@ public:
/**
* @brief Get the pitch setpoint.
*
* @return THe commanded pitch angle in [rad].
* @return The commanded pitch angle above trim in [rad].
*/
float getPitchSetpoint() const {return _pitch_setpoint;};
/**
@@ -478,7 +480,7 @@ private:
* @param seb_rate is the specific energy balance rate in [m²/s³].
* @param param is the control parameters.
* @param flag is the control flags.
* @return pitch setpoint angle [rad].
* @return pitch setpoint angle above trim [rad].
*/
float _calcPitchControlOutput(const Input &input, const ControlValues &seb_rate, const Param &param,
const Flag &flag) const;
@@ -537,7 +539,7 @@ private:
// Output
DebugOutput _debug_output; ///< Debug output.
float _pitch_setpoint{0.0f}; ///< Controlled pitch setpoint [rad].
float _pitch_setpoint{0.0f}; ///< Controlled pitch setpoint above trim [rad].
float _throttle_setpoint{0.0f}; ///< Controlled throttle setpoint [0,1].
float _ratio_undersped{0.0f}; ///< A continuous representation of how "undersped" the TAS is [0,1]
};
@@ -547,11 +549,13 @@ class TECS
public:
struct DebugOutput {
TECSControl::DebugOutput control;
float true_airspeed_sp;
float true_airspeed_filtered;
float true_airspeed_derivative;
float altitude_reference;
float height_rate_reference;
float height_rate_direct;
float fast_descend;
};
public:
TECS() = default;
@@ -658,6 +662,17 @@ private:
void initControlParams(float target_climbrate, float target_sinkrate, float eas_to_tas, float pitch_limit_max,
float pitch_limit_min, float throttle_min, float throttle_setpoint_max, float throttle_trim);
/**
* @brief calculate true airspeed setpoint
*
* Calculate true airspeed setpoint based on input and fast descend ratio
*
* @param eas_to_tas is the eas to tas conversion factor
* @param eas_setpoint is the desired equivalent airspeed setpoint [m/s]
* @return true airspeed setpoint[m/s]
*/
float calcTrueAirspeedSetpoint(float eas_to_tas, float eas_setpoint);
/**
* @brief Initialize the control loop
*
@@ -675,9 +690,11 @@ private:
float _equivalent_airspeed_max{20.0f}; ///< equivalent airspeed demand upper limit (m/sec)
float _fast_descend_alt_err{-1.f}; ///< Altitude difference between current altitude to altitude setpoint needed to descend with higher airspeed [m].
float _fast_descend{0.f}; ///< Value for fast descend in [0,1]. continuous value used to flatten the high speed value out when close to target altitude.
hrt_abstime _enabled_fast_descend_timestamp{0U}; ///< timestamp at activation of fast descend mode
static constexpr float DT_MIN = 0.001f; ///< minimum allowed value of _dt (sec)
static constexpr float DT_MAX = 1.0f; ///< max value of _dt allowed before a filter state reset is performed (sec)
static constexpr hrt_abstime FAST_DESCEND_RAMP_UP_TIME = 2_s; ///< Ramp up time until fast descend is fully engaged
DebugOutput _debug_status{};
+23 -9
View File
@@ -503,9 +503,9 @@ static constexpr const char *arm_disarm_reason_str(arm_disarm_reason_t calling_r
switch (calling_reason) {
case arm_disarm_reason_t::transition_to_standby: return "";
case arm_disarm_reason_t::rc_stick: return "RC";
case arm_disarm_reason_t::stick_gesture: return "Stick gesture";
case arm_disarm_reason_t::rc_switch: return "RC (switch)";
case arm_disarm_reason_t::rc_switch: return "RC switch";
case arm_disarm_reason_t::command_internal: return "internal command";
@@ -583,7 +583,7 @@ transition_result_t Commander::arm(arm_disarm_reason_t calling_reason, bool run_
return TRANSITION_DENIED;
}
} else if (calling_reason == arm_disarm_reason_t::rc_stick
} else if (calling_reason == arm_disarm_reason_t::stick_gesture
|| calling_reason == arm_disarm_reason_t::rc_switch
|| calling_reason == arm_disarm_reason_t::rc_button) {
@@ -634,12 +634,12 @@ transition_result_t Commander::disarm(arm_disarm_reason_t calling_reason, bool f
const bool mc_manual_thrust_mode = _vehicle_status.vehicle_type == vehicle_status_s::VEHICLE_TYPE_ROTARY_WING
&& _vehicle_control_mode.flag_control_manual_enabled
&& !_vehicle_control_mode.flag_control_climb_rate_enabled;
const bool commanded_by_rc = (calling_reason == arm_disarm_reason_t::rc_stick)
const bool commanded_by_rc = (calling_reason == arm_disarm_reason_t::stick_gesture)
|| (calling_reason == arm_disarm_reason_t::rc_switch)
|| (calling_reason == arm_disarm_reason_t::rc_button);
if (!landed && !(mc_manual_thrust_mode && commanded_by_rc && _param_com_disarm_man.get())) {
if (calling_reason != arm_disarm_reason_t::rc_stick) {
if (calling_reason != arm_disarm_reason_t::stick_gesture) {
mavlink_log_critical(&_mavlink_log_pub, "Disarming denied: not landed\t");
events::send(events::ID("commander_disarm_denied_not_landed"),
{events::Log::Critical, events::LogInternal::Info},
@@ -887,7 +887,14 @@ Commander::handle_command(const vehicle_command_s &cmd)
}
if (desired_nav_state != vehicle_status_s::NAVIGATION_STATE_MAX) {
if (_user_mode_intention.change(desired_nav_state, getSourceFromCommand(cmd))) {
// Special handling for LAND mode: always allow to switch into it such that if used
// as emergency mode it is always available. When triggering it the user generally wants
// the vehicle to descend immediately, and if that means to switch to DESCEND it is fine.
const bool force = desired_nav_state == vehicle_status_s::NAVIGATION_STATE_AUTO_LAND;
if (_user_mode_intention.change(desired_nav_state, getSourceFromCommand(cmd), false, force)) {
main_ret = TRANSITION_CHANGED;
} else {
@@ -1062,7 +1069,13 @@ Commander::handle_command(const vehicle_command_s &cmd)
break;
case vehicle_command_s::VEHICLE_CMD_NAV_LAND: {
if (_user_mode_intention.change(vehicle_status_s::NAVIGATION_STATE_AUTO_LAND, getSourceFromCommand(cmd))) {
// Special handling for LAND mode: always allow to switch into it such that if used
// as emergency mode it is always available. When triggering it the user generally wants
// the vehicle to descend immediately, and if that means to switch to DESCEND it is fine.
const bool force = true;
if (_user_mode_intention.change(vehicle_status_s::NAVIGATION_STATE_AUTO_LAND, getSourceFromCommand(cmd), false,
force)) {
mavlink_log_info(&_mavlink_log_pub, "Landing at current position\t");
events::send(events::ID("commander_landing_current_pos"), events::Log::Info,
"Landing at current position");
@@ -1499,6 +1512,7 @@ Commander::handle_command(const vehicle_command_s &cmd)
case vehicle_command_s::VEHICLE_CMD_REQUEST_MESSAGE:
case vehicle_command_s::VEHICLE_CMD_DO_WINCH:
case vehicle_command_s::VEHICLE_CMD_DO_GRIPPER:
case vehicle_command_s::VEHICLE_CMD_EXTERNAL_POSITION_ESTIMATE:
/* ignore commands that are handled by other parts of the system */
break;
@@ -1615,7 +1629,7 @@ void Commander::executeActionRequest(const action_request_s &action_request)
// Silently ignore RC actions during RC calibration
if (_vehicle_status.rc_calibration_in_progress
&& (action_request.source == action_request_s::SOURCE_RC_STICK_GESTURE
&& (action_request.source == action_request_s::SOURCE_STICK_GESTURE
|| action_request.source == action_request_s::SOURCE_RC_SWITCH
|| action_request.source == action_request_s::SOURCE_RC_BUTTON
|| action_request.source == action_request_s::SOURCE_RC_MODE_SLOT)) {
@@ -1623,7 +1637,7 @@ void Commander::executeActionRequest(const action_request_s &action_request)
}
switch (action_request.source) {
case action_request_s::SOURCE_RC_STICK_GESTURE: arm_disarm_reason = arm_disarm_reason_t::rc_stick; break;
case action_request_s::SOURCE_STICK_GESTURE: arm_disarm_reason = arm_disarm_reason_t::stick_gesture; break;
case action_request_s::SOURCE_RC_SWITCH: arm_disarm_reason = arm_disarm_reason_t::rc_switch; break;
@@ -48,7 +48,8 @@ void DistanceSensorChecks::checkAndReport(const Context &context, Report &report
if (exists) {
distance_sensor_s dist_sens;
valid = _distance_sensor_sub[instance].copy(&dist_sens) && hrt_elapsed_time(&dist_sens.timestamp) < 1_s;
valid = _distance_sensor_sub[instance].copy(&dist_sens) && ((hrt_elapsed_time(&dist_sens.timestamp) < 1_s)
|| (dist_sens.mode == distance_sensor_s::MODE_DISABLED));
reporter.setIsPresent(health_component_t::distance_sensor);
}
@@ -273,12 +273,27 @@ void EstimatorChecks::checkEstimatorStatus(const Context &context, Report &repor
}
if (!context.isArmed() && ekf_gps_check_fail) {
NavModes required_groups_gps = required_groups;
events::Log log_level = events::Log::Error;
NavModes required_groups_gps;
events::Log log_level;
if (_param_com_arm_wo_gps.get()) {
switch (static_cast<GnssArmingCheck>(_param_com_arm_wo_gps.get())) {
default:
/* FALLTHROUGH */
case GnssArmingCheck::DenyArming:
required_groups_gps = required_groups;
log_level = events::Log::Error;
break;
case GnssArmingCheck::WarningOnly:
required_groups_gps = NavModes::None; // optional
log_level = events::Log::Warning;
break;
case GnssArmingCheck::Disabled:
required_groups_gps = NavModes::None;
log_level = events::Log::Disabled;
break;
}
// Only report the first failure to avoid spamming
@@ -438,11 +453,20 @@ void EstimatorChecks::checkEstimatorStatus(const Context &context, Report &repor
}
if (message && reporter.mavlink_log_pub()) {
if (!_param_com_arm_wo_gps.get()) {
mavlink_log_critical(reporter.mavlink_log_pub(), message, " Fail");
switch (static_cast<GnssArmingCheck>(_param_com_arm_wo_gps.get())) {
default:
} else {
mavlink_log_critical(reporter.mavlink_log_pub(), message, "");
/* FALLTHROUGH */
case GnssArmingCheck::DenyArming:
mavlink_log_critical(reporter.mavlink_log_pub(), message, " Fail");
break;
case GnssArmingCheck::WarningOnly:
mavlink_log_warning(reporter.mavlink_log_pub(), message, "");
break;
case GnssArmingCheck::Disabled:
break;
}
}
}
@@ -59,6 +59,12 @@ public:
void checkAndReport(const Context &context, Report &reporter) override;
private:
enum class GnssArmingCheck : uint8_t {
DenyArming = 0,
WarningOnly = 1,
Disabled = 2
};
void checkEstimatorStatus(const Context &context, Report &reporter, const estimator_status_s &estimator_status,
NavModes required_groups);
void checkSensorBias(const Context &context, Report &reporter, NavModes required_groups);
@@ -108,7 +114,7 @@ private:
DEFINE_PARAMETERS_CUSTOM_PARENT(HealthAndArmingCheckBase,
(ParamInt<px4::params::SENS_IMU_MODE>) _param_sens_imu_mode,
(ParamInt<px4::params::COM_ARM_MAG_STR>) _param_com_arm_mag_str,
(ParamBool<px4::params::COM_ARM_WO_GPS>) _param_com_arm_wo_gps,
(ParamInt<px4::params::COM_ARM_WO_GPS>) _param_com_arm_wo_gps,
(ParamBool<px4::params::SYS_HAS_GPS>) _param_sys_has_gps,
(ParamFloat<px4::params::COM_POS_FS_EPH>) _param_com_pos_fs_eph,
(ParamFloat<px4::params::COM_VEL_FS_EVH>) _param_com_vel_fs_evh,
+19 -20
View File
@@ -225,11 +225,14 @@ PARAM_DEFINE_FLOAT(COM_DISARM_LAND, 2.0f);
PARAM_DEFINE_FLOAT(COM_DISARM_PRFLT, 10.0f);
/**
* Allow arming without GPS
* GPS preflight check
*
* Measures taken when a check defined by EKF2_GPS_CHECK is failing.
*
* @group Commander
* @value 0 Require GPS lock to arm
* @value 1 Allow arming without GPS
* @value 0 Deny arming
* @value 1 Warning only
* @value 2 Disabled
*/
PARAM_DEFINE_INT32(COM_ARM_WO_GPS, 1);
@@ -285,7 +288,7 @@ PARAM_DEFINE_INT32(COM_LOW_BAT_ACT, 0);
* @unit s
* @min 0.0
* @max 25.0
* @decimal 3
* @decimal 1
*/
PARAM_DEFINE_FLOAT(COM_FAIL_ACT_T, 5.f);
@@ -335,14 +338,14 @@ PARAM_DEFINE_INT32(COM_QC_ACT, 0);
* The offboard loss failsafe will only be entered after a timeout,
* set by COM_OF_LOSS_T in seconds.
*
* @value 0 Position mode
* @value 1 Altitude mode
* @value 2 Manual
* @value 3 Return mode
* @value 4 Land mode
* @value 5 Hold mode
* @value 6 Terminate
* @value 7 Disarm
* @value 0 Position mode
* @value 1 Altitude mode
* @value 2 Stabilized
* @value 3 Return mode
* @value 4 Land mode
* @value 5 Hold mode
* @value 6 Terminate
* @value 7 Disarm
* @group Commander
*/
PARAM_DEFINE_INT32(COM_OBL_RC_ACT, 0);
@@ -450,16 +453,12 @@ PARAM_DEFINE_FLOAT(COM_RC_STICK_OV, 30.0f);
PARAM_DEFINE_INT32(COM_ARM_MIS_REQ, 0);
/**
* Position control navigation loss response.
* Position mode navigation loss response
*
* This sets the flight mode that will be used if navigation accuracy is no longer adequate for position control.
* This sets the flight mode that will be used if navigation accuracy is no longer adequate for position control in manual Position mode.
*
* If Altitude/Manual is selected: assume use of remote control after fallback. Switch to Altitude mode if a height estimate is available, else switch to MANUAL.
*
* If Land/Descend is selected: assume no use of remote control after fallback. Switch to Land mode if a height estimate is available, else switch to Descend.
*
* @value 0 Altitude/Manual
* @value 1 Land/Descend
* @value 0 Altitude mode
* @value 1 Land mode (descend)
*
* @group Commander
*/
+1 -1
View File
@@ -292,7 +292,7 @@ FailsafeBase::Action Failsafe::fromOffboardLossActParam(int param_value, uint8_t
user_intended_mode = vehicle_status_s::NAVIGATION_STATE_ALTCTL;
break;
case offboard_loss_failsafe_mode::Manual:
case offboard_loss_failsafe_mode::Stabilized:
action = Action::FallbackStab;
user_intended_mode = vehicle_status_s::NAVIGATION_STATE_STAB;
break;
+1 -1
View File
@@ -70,7 +70,7 @@ private:
enum class offboard_loss_failsafe_mode : int32_t {
Position_mode = 0,
Altitude_mode = 1,
Manual = 2,
Stabilized = 2,
Return_mode = 3,
Land_mode = 4,
Hold_mode = 5,
@@ -113,7 +113,8 @@ void AuxGlobalPosition::update(Ekf &ekf, const estimator::imuSample &imu_delayed
} else {
// Try to initialize using measurement
if (ekf.setEkfGlobalOrigin(sample.latitude, sample.longitude, sample.altitude_amsl, sample.eph, sample.epv)) {
if (ekf.setEkfGlobalOriginFromCurrentPos(sample.latitude, sample.longitude, sample.altitude_amsl, sample.eph,
sample.epv)) {
ekf.enableControlStatusAuxGpos();
_reset_counters.lat_lon = sample.lat_lon_reset_counter;
_state = State::active;
@@ -41,10 +41,6 @@
#include "ekf.h"
#if defined(CONFIG_EKF2_MAGNETOMETER)
# include <lib/world_magnetic_model/geo_mag_declination.h>
#endif // CONFIG_EKF2_MAGNETOMETER
#include <mathlib/mathlib.h>
// GPS pre-flight check bit locations
@@ -63,46 +59,27 @@ void Ekf::collect_gps(const gnssSample &gps)
{
if (_filter_initialised && !_NED_origin_initialised && _gps_checks_passed) {
// If we have good GPS data set the origin's WGS-84 position to the last gps fix
const double lat = gps.lat;
const double lon = gps.lon;
if (!_pos_ref.isInitialized()) {
_pos_ref.initReference(lat, lon, gps.time_us);
// if we are already doing aiding, correct for the change in position since the EKF started navigating
if (isHorizontalAidingActive()) {
double est_lat;
double est_lon;
_pos_ref.reproject(-_state.pos(0), -_state.pos(1), est_lat, est_lon);
_pos_ref.initReference(est_lat, est_lon, gps.time_us);
}
setLatLonOriginFromCurrentPos(gps.lat, gps.lon, gps.hacc);
}
// Take the current GPS height and subtract the filter height above origin to estimate the GPS height of the origin
if (!PX4_ISFINITE(_gps_alt_ref)) {
_gps_alt_ref = gps.alt + _state.pos(2);
setAltOriginFromCurrentPos(gps.alt, gps.vacc);
}
_NED_origin_initialised = true;
// save the horizontal and vertical position uncertainty of the origin
_gpos_origin_eph = gps.hacc;
_gpos_origin_epv = gps.vacc;
_information_events.flags.gps_checks_passed = true;
ECL_INFO("GPS checks passed");
}
if ((isTimedOut(_wmm_gps_time_last_checked, 1e6)) || (_wmm_gps_time_last_set == 0)) {
// a rough 2D fix is sufficient to lookup declination
ECL_INFO("GPS origin set to lat=%.6f, lon=%.6f",
_pos_ref.getProjectionReferenceLat(), _pos_ref.getProjectionReferenceLon());
} else {
// a rough 2D fix is sufficient to lookup earth spin rate
const bool gps_rough_2d_fix = (gps.fix_type >= 2) && (gps.hacc < 1000);
if (gps_rough_2d_fix && (_gps_checks_passed || !_NED_origin_initialised)) {
updateWmm(gps.lat, gps.lon);
_earth_rate_NED = calcEarthRateNED((float)math::radians(gps.lat));
}
_wmm_gps_time_last_checked = _time_delayed_us;
}
}
@@ -39,6 +39,8 @@
#include "ekf.h"
#include <mathlib/mathlib.h>
#include <lib/world_magnetic_model/geo_mag_declination.h>
#include <ekf_derivation/generated/compute_mag_innov_innov_var_and_hx.h>
void Ekf::controlMagFusion(const imuSample &imu_sample)
@@ -66,7 +68,9 @@ void Ekf::controlMagFusion(const imuSample &imu_sample)
_control_status.flags.mag_fault = false;
_state.mag_B.zero();
resetMagCov();
resetMagBiasCov();
stopMagFusion();
_mag_lpf.reset(mag_sample.mag);
_mag_counter = 1;
@@ -76,15 +80,43 @@ void Ekf::controlMagFusion(const imuSample &imu_sample)
_mag_counter++;
}
// check for WMM update periodically or if global origin has changed
bool wmm_updated = false;
if (global_origin().isInitialized()) {
bool origin_newer_than_last_mag = (global_origin().getProjectionReferenceTimestamp() > aid_src.time_last_fuse);
if (global_origin_valid()
&& (origin_newer_than_last_mag || (local_position_is_valid() && isTimedOut(_wmm_mag_time_last_checked, 10e6)))
) {
// position of local NED origin in GPS / WGS84 frame
double latitude_deg;
double longitude_deg;
global_origin().reproject(_state.pos(0), _state.pos(1), latitude_deg, longitude_deg);
if (updateWorldMagneticModel(latitude_deg, longitude_deg)) {
wmm_updated = true;
}
_wmm_mag_time_last_checked = _time_delayed_us;
} else if (origin_newer_than_last_mag) {
// use global origin to update WMM
if (updateWorldMagneticModel(global_origin().getProjectionReferenceLat(),
global_origin().getProjectionReferenceLon())
) {
wmm_updated = true;
}
}
}
// if enabled, use knowledge of theoretical magnetic field vector to calculate a synthetic magnetomter Z component value.
// this is useful if there is a lot of interference on the sensor measurement.
if (_params.synthesize_mag_z && (_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL)
&& (PX4_ISFINITE(_mag_inclination_gps) && PX4_ISFINITE(_mag_declination_gps) && PX4_ISFINITE(_mag_strength_gps))
&& (_wmm_earth_field_gauss.isAllFinite() && _wmm_earth_field_gauss.longerThan(0.f))
) {
const Vector3f mag_earth_pred = Dcmf(Eulerf(0, -_mag_inclination_gps, _mag_declination_gps))
* Vector3f(_mag_strength_gps, 0, 0);
mag_sample.mag(2) = calculate_synthetic_mag_z_measurement(mag_sample.mag, mag_earth_pred);
mag_sample.mag(2) = calculate_synthetic_mag_z_measurement(mag_sample.mag, _wmm_earth_field_gauss);
_control_status.flags.synthetic_mag_z = true;
@@ -140,8 +172,6 @@ void Ekf::controlMagFusion(const imuSample &imu_sample)
checkMagHeadingConsistency(mag_sample);
// WMM update can occur on the last epoch, just after mag fusion
const bool wmm_updated = (_wmm_gps_time_last_set >= aid_src.time_last_fuse);
const bool using_ne_aiding = _control_status.flags.gps || _control_status.flags.aux_gpos;
@@ -175,14 +205,14 @@ void Ekf::controlMagFusion(const imuSample &imu_sample)
// if we are using 3-axis magnetometer fusion, but without external NE aiding,
// then the declination must be fused as an observation to prevent long term heading drift
const bool no_ne_aiding_or_pre_takeoff = !using_ne_aiding || !_control_status.flags.in_air;
_control_status.flags.mag_dec = _control_status.flags.mag && no_ne_aiding_or_pre_takeoff;
const bool no_ne_aiding_or_not_moving = !using_ne_aiding || _control_status.flags.vehicle_at_rest;
_control_status.flags.mag_dec = _control_status.flags.mag && no_ne_aiding_or_not_moving;
if (_control_status.flags.mag) {
if (continuing_conditions_passing && _control_status.flags.yaw_align) {
if (mag_sample.reset || checkHaglYawResetReq() || (wmm_updated && no_ne_aiding_or_pre_takeoff)) {
if (checkHaglYawResetReq() || (wmm_updated && no_ne_aiding_or_not_moving)) {
ECL_INFO("reset to %s", AID_SRC_NAME);
resetMagStates(_mag_lpf.getState(), _control_status.flags.mag_hdg || _control_status.flags.mag_3D);
aid_src.time_last_fuse = imu_sample.time_us;
@@ -203,14 +233,35 @@ void Ekf::controlMagFusion(const imuSample &imu_sample)
}
if (_control_status.flags.mag_dec) {
fuseDeclination(0.5f);
// observation variance (rad**2)
const float R_DECL = sq(0.5f);
if ((_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL)
&& PX4_ISFINITE(_wmm_declination_rad)
) {
// using declination from the world magnetic model
fuseDeclination(_wmm_declination_rad, 0.5f, update_all_states);
} else if ((_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)
&& PX4_ISFINITE(_params.mag_declination_deg) && (fabsf(_params.mag_declination_deg) > 0.f)
) {
// using previously saved declination
fuseDeclination(math::radians(_params.mag_declination_deg), R_DECL, update_all_states);
} else {
// if there is no aiding coming from an inertial frame we need to fuse some declination
// even if we don't know the value, it's better to fuse 0 than nothing
float declination_rad = 0.f;
fuseDeclination(declination_rad, R_DECL);
}
}
}
const bool is_fusion_failing = isTimedOut(aid_src.time_last_fuse, _params.reset_timeout_max);
if (is_fusion_failing) {
if (no_ne_aiding_or_pre_takeoff) {
if (no_ne_aiding_or_not_moving) {
ECL_WARN("%s fusion failing, resetting", AID_SRC_NAME);
resetMagStates(_mag_lpf.getState(), _control_status.flags.mag_hdg || _control_status.flags.mag_3D);
aid_src.time_last_fuse = imu_sample.time_us;
@@ -271,6 +322,9 @@ void Ekf::stopMagFusion()
if (_control_status.flags.mag) {
ECL_INFO("stopping mag fusion");
resetMagEarthCov();
resetMagBiasCov();
if (_control_status.flags.yaw_align && (_control_status.flags.mag_3D || _control_status.flags.mag_hdg)) {
// reset yaw alignment from mag unless using GNSS aiding
const bool using_ne_aiding = _control_status.flags.gps || _control_status.flags.aux_gpos;
@@ -329,29 +383,36 @@ void Ekf::resetMagStates(const Vector3f &mag, bool reset_heading)
const Vector3f mag_I_before_reset = _state.mag_I;
const Vector3f mag_B_before_reset = _state.mag_B;
// reset covariances to default
resetMagCov();
static constexpr float kMagEarthMinGauss = 0.01f; // minimum difference in mag earth field strength for reset (Gauss)
// if world magnetic model (inclination, declination, strength) available then use it to reset mag states
if (PX4_ISFINITE(_mag_inclination_gps) && PX4_ISFINITE(_mag_declination_gps) && PX4_ISFINITE(_mag_strength_gps)) {
if (_wmm_earth_field_gauss.longerThan(0.f) && _wmm_earth_field_gauss.isAllFinite()) {
// use expected earth field to reset states
const Vector3f mag_earth_pred = Dcmf(Eulerf(0, -_mag_inclination_gps, _mag_declination_gps))
* Vector3f(_mag_strength_gps, 0, 0);
// mag_B: reset
// mag_I: reset, skipped if negligible change in state
const Vector3f mag_I = _wmm_earth_field_gauss;
bool mag_I_reset = false;
if ((_state.mag_I - mag_I).longerThan(kMagEarthMinGauss)) {
_state.mag_I = mag_I;
resetMagEarthCov();
mag_I_reset = true;
}
// mag_B: reset, skipped if mag_I didn't change
if (!reset_heading && _control_status.flags.yaw_align) {
// mag_B: reset using WMM
const Dcmf R_to_body = quatToInverseRotMat(_state.quat_nominal);
_state.mag_B = mag - (R_to_body * mag_earth_pred);
if (mag_I_reset) {
// mag_B: reset using WMM
const Dcmf R_to_body = quatToInverseRotMat(_state.quat_nominal);
_state.mag_B = mag - (R_to_body * _wmm_earth_field_gauss);
resetMagBiasCov();
} // otherwise keep existing mag_B state (!mag_I_reset)
} else {
_state.mag_B.zero();
resetMagBiasCov();
}
// mag_I: reset, skipped if no change in state and variance good
_state.mag_I = mag_earth_pred;
if (reset_heading) {
resetMagHeading(mag);
}
@@ -359,34 +420,32 @@ void Ekf::resetMagStates(const Vector3f &mag, bool reset_heading)
} else {
// mag_B: reset
_state.mag_B.zero();
resetMagBiasCov();
// Use the magnetometer measurement to reset the field states
// Use the magnetometer measurement to reset the heading
if (reset_heading) {
resetMagHeading(mag);
}
// mag_I: use the last magnetometer measurements to reset the field states
_state.mag_I = _R_to_earth * mag;
// mag_I: use the last magnetometer measurement to reset the field states
const Vector3f mag_I = _R_to_earth * mag;
if ((_state.mag_I - mag_I).longerThan(kMagEarthMinGauss)) {
_state.mag_I = mag_I;
resetMagEarthCov();
}
}
if (!mag_I_before_reset.longerThan(0.f)) {
ECL_INFO("initializing mag I [%.3f, %.3f, %.3f], mag B [%.3f, %.3f, %.3f]",
(double)_state.mag_I(0), (double)_state.mag_I(1), (double)_state.mag_I(2),
(double)_state.mag_B(0), (double)_state.mag_B(1), (double)_state.mag_B(2)
);
} else {
if ((_state.mag_I - mag_I_before_reset).longerThan(0.f)) {
ECL_INFO("resetting mag I [%.3f, %.3f, %.3f] -> [%.3f, %.3f, %.3f]",
(double)mag_I_before_reset(0), (double)mag_I_before_reset(1), (double)mag_I_before_reset(2),
(double)_state.mag_I(0), (double)_state.mag_I(1), (double)_state.mag_I(2)
);
(double)_state.mag_I(0), (double)_state.mag_I(1), (double)_state.mag_I(2));
}
if (mag_B_before_reset.longerThan(0.f) || _state.mag_B.longerThan(0.f)) {
ECL_INFO("resetting mag B [%.3f, %.3f, %.3f] -> [%.3f, %.3f, %.3f]",
(double)mag_B_before_reset(0), (double)mag_B_before_reset(1), (double)mag_B_before_reset(2),
(double)_state.mag_B(0), (double)_state.mag_B(1), (double)_state.mag_B(2)
);
}
if ((_state.mag_B - mag_B_before_reset).longerThan(0.f)) {
ECL_INFO("resetting mag B [%.3f, %.3f, %.3f] -> [%.3f, %.3f, %.3f]",
(double)mag_B_before_reset(0), (double)mag_B_before_reset(1), (double)mag_B_before_reset(2),
(double)_state.mag_B(0), (double)_state.mag_B(1), (double)_state.mag_B(2));
}
// record the start time for the magnetic field alignment
@@ -451,8 +510,8 @@ bool Ekf::checkMagField(const Vector3f &mag_sample)
_mag_strength = mag_sample.length();
if (_params.mag_check & static_cast<int32_t>(MagCheckMask::STRENGTH)) {
if (PX4_ISFINITE(_mag_strength_gps)) {
if (!isMeasuredMatchingExpected(_mag_strength, _mag_strength_gps, _params.mag_check_strength_tolerance_gs)) {
if (PX4_ISFINITE(_wmm_field_strength_gauss)) {
if (!isMeasuredMatchingExpected(_mag_strength, _wmm_field_strength_gauss, _params.mag_check_strength_tolerance_gs)) {
_control_status.flags.mag_field_disturbed = true;
is_check_failing = true;
}
@@ -475,9 +534,9 @@ bool Ekf::checkMagField(const Vector3f &mag_sample)
_mag_inclination = asinf(mag_earth(2) / fmaxf(mag_earth.norm(), 1e-4f));
if (_params.mag_check & static_cast<int32_t>(MagCheckMask::INCLINATION)) {
if (PX4_ISFINITE(_mag_inclination_gps)) {
if (PX4_ISFINITE(_wmm_inclination_rad)) {
const float inc_tol_rad = radians(_params.mag_check_inclination_tolerance_deg);
const float inc_error_rad = wrap_pi(_mag_inclination - _mag_inclination_gps);
const float inc_error_rad = wrap_pi(_mag_inclination - _wmm_inclination_rad);
if (fabsf(inc_error_rad) > inc_tol_rad) {
_control_status.flags.mag_field_disturbed = true;
@@ -549,13 +608,60 @@ float Ekf::getMagDeclination()
// Use value consistent with earth field state
return atan2f(_state.mag_I(1), _state.mag_I(0));
} else if (_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL) {
// use parameter value until GPS is available, then use value returned by geo library
if (PX4_ISFINITE(_mag_declination_gps)) {
return _mag_declination_gps;
} else if ((_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL)
&& PX4_ISFINITE(_wmm_declination_rad)
) {
// if available use value returned by geo library
return _wmm_declination_rad;
} else if ((_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)
&& PX4_ISFINITE(_params.mag_declination_deg) && (fabsf(_params.mag_declination_deg) > 0.f)
) {
// using saved mag declination
return math::radians(_params.mag_declination_deg);
}
// otherwise unavailable
return 0.f;
}
bool Ekf::updateWorldMagneticModel(const double latitude_deg, const double longitude_deg)
{
// set the magnetic field data returned by the geo library using the current GPS position
const float declination_rad = math::radians(get_mag_declination_degrees(latitude_deg, longitude_deg));
const float inclination_rad = math::radians(get_mag_inclination_degrees(latitude_deg, longitude_deg));
const float strength_gauss = get_mag_strength_gauss(latitude_deg, longitude_deg);
if (PX4_ISFINITE(declination_rad) && PX4_ISFINITE(inclination_rad) && PX4_ISFINITE(strength_gauss)) {
const bool declination_changed = (fabsf(declination_rad - _wmm_declination_rad) > math::radians(1.f));
const bool inclination_changed = (fabsf(inclination_rad - _wmm_inclination_rad) > math::radians(1.f));
const bool strength_changed = (fabsf(strength_gauss - _wmm_field_strength_gauss) > 0.01f);
if (!PX4_ISFINITE(_wmm_declination_rad)
|| !PX4_ISFINITE(_wmm_inclination_rad)
|| !PX4_ISFINITE(_wmm_field_strength_gauss)
|| !_wmm_earth_field_gauss.longerThan(0.f)
|| !_wmm_earth_field_gauss.isAllFinite()
|| declination_changed
|| inclination_changed
|| strength_changed
) {
ECL_DEBUG("WMM declination updated %.3f -> %.3f deg (lat=%.6f, lon=%.6f)",
(double)math::degrees(_wmm_declination_rad), (double)math::degrees(declination_rad),
(double)latitude_deg, (double)longitude_deg
);
_wmm_declination_rad = declination_rad;
_wmm_inclination_rad = inclination_rad;
_wmm_field_strength_gauss = strength_gauss;
_wmm_earth_field_gauss = Dcmf(Eulerf(0, -inclination_rad, declination_rad)) * Vector3f(strength_gauss, 0, 0);
return true;
}
}
// otherwise use the parameter value
return math::radians(_params.mag_declination_deg);
return false;
}
@@ -99,7 +99,8 @@ bool Ekf::fuseMag(const Vector3f &mag, const float R_MAG, VectorState &H, estima
resetQuatCov(_params.mag_heading_noise);
}
resetMagCov();
resetMagEarthCov();
resetMagBiasCov();
return false;
}
@@ -150,51 +151,44 @@ bool Ekf::fuseMag(const Vector3f &mag, const float R_MAG, VectorState &H, estima
return false;
}
bool Ekf::fuseDeclination(float decl_sigma)
bool Ekf::fuseDeclination(float decl_measurement_rad, float R, bool update_all_states)
{
float decl_measurement = NAN;
VectorState H;
float decl_pred;
float innovation_variance;
if ((_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL)
&& PX4_ISFINITE(_mag_declination_gps)
) {
decl_measurement = _mag_declination_gps;
sym::ComputeMagDeclinationPredInnovVarAndH(_state.vector(), P, R, FLT_EPSILON,
&decl_pred, &innovation_variance, &H);
} else if ((_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)
&& PX4_ISFINITE(_params.mag_declination_deg) && (fabsf(_params.mag_declination_deg) > 0.f)
) {
decl_measurement = math::radians(_params.mag_declination_deg);
const float innovation = wrap_pi(decl_pred - decl_measurement_rad);
if (innovation_variance < R) {
// variance calculation is badly conditioned
_fault_status.flags.bad_mag_decl = true;
return false;
}
if (PX4_ISFINITE(decl_measurement)) {
// Calculate the Kalman gains
VectorState Kfusion = P * H / innovation_variance;
// observation variance (rad**2)
const float R_DECL = sq(decl_sigma);
if (!update_all_states) {
// zero non-mag Kalman gains if not updating all states
VectorState H;
float decl_pred;
float innovation_variance;
// copy mag_I and mag_B Kalman gains
const Vector3f K_mag_I = Kfusion.slice<State::mag_I.dof, 1>(State::mag_I.idx, 0);
const Vector3f K_mag_B = Kfusion.slice<State::mag_B.dof, 1>(State::mag_B.idx, 0);
sym::ComputeMagDeclinationPredInnovVarAndH(_state.vector(), P, R_DECL, FLT_EPSILON, &decl_pred, &innovation_variance,
&H);
const float innovation = wrap_pi(decl_pred - decl_measurement);
if (innovation_variance < R_DECL) {
// variance calculation is badly conditioned
return false;
}
// Calculate the Kalman gains
VectorState Kfusion = P * H / innovation_variance;
const bool is_fused = measurementUpdate(Kfusion, H, R_DECL, innovation);
_fault_status.flags.bad_mag_decl = !is_fused;
return is_fused;
// zero all Kalman gains, then restore mag
Kfusion.setZero();
Kfusion.slice<State::mag_I.dof, 1>(State::mag_I.idx, 0) = K_mag_I;
Kfusion.slice<State::mag_B.dof, 1>(State::mag_B.idx, 0) = K_mag_B;
}
return false;
const bool is_fused = measurementUpdate(Kfusion, H, R, innovation);
_fault_status.flags.bad_mag_decl = !is_fused;
return is_fused;
}
float Ekf::calculate_synthetic_mag_z_measurement(const Vector3f &mag_meas, const Vector3f &mag_earth_predicted)
@@ -122,8 +122,16 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed)
const float range = predictFlowRange();
_flow_vel_body(0) = -flow_compensated(1) * range;
_flow_vel_body(1) = flow_compensated(0) * range;
_flow_vel_ne = Vector2f(_R_to_earth * Vector3f(_flow_vel_body(0), _flow_vel_body(1), 0.f));
if (_flow_counter == 0) {
_flow_vel_body_lpf.reset(_flow_vel_body);
_flow_counter = 1;
} else {
_flow_vel_body_lpf.update(_flow_vel_body);
_flow_counter++;
}
// Check if we are in-air and require optical flow to control position drift
bool is_flow_required = _control_status.flags.in_air
@@ -144,6 +152,7 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed)
&& is_quality_good
&& is_magnitude_good
&& is_tilt_good
&& (_flow_counter > 10)
&& (isTerrainEstimateValid() || isHorizontalAidingActive())
&& isTimedOut(_aid_src_optical_flow.time_last_fuse, (uint64_t)2e6); // Prevent rapid switching
@@ -160,7 +169,7 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed)
// handle the case when we have optical flow, are reliant on it, but have not been using it for an extended period
if (isTimedOut(_aid_src_optical_flow.time_last_fuse, _params.no_aid_timeout_max)) {
if (is_flow_required && is_quality_good && is_magnitude_good) {
resetFlowFusion();
resetFlowFusion(flow_sample);
if (_control_status.flags.opt_flow_terrain && !isTerrainEstimateValid()) {
resetTerrainToFlow();
@@ -194,7 +203,7 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed)
} else {
if (isTerrainEstimateValid() || (_height_sensor_ref == HeightSensor::RANGE)) {
ECL_INFO("starting optical flow, resetting");
resetFlowFusion();
resetFlowFusion(flow_sample);
_control_status.flags.opt_flow = true;
} else if (_control_status.flags.opt_flow_terrain) {
@@ -213,13 +222,13 @@ void Ekf::controlOpticalFlowFusion(const imuSample &imu_delayed)
}
}
void Ekf::resetFlowFusion()
void Ekf::resetFlowFusion(const flowSample &flow_sample)
{
ECL_INFO("reset velocity to flow");
_information_events.flags.reset_vel_to_flow = true;
const float flow_vel_var = sq(predictFlowRange()) * calcOptFlowMeasVar(_flow_sample_delayed);
resetHorizontalVelocityTo(_flow_vel_ne, flow_vel_var);
const float flow_vel_var = sq(predictFlowRange()) * calcOptFlowMeasVar(flow_sample);
resetHorizontalVelocityTo(getFilteredFlowVelNE(), flow_vel_var);
// reset position, estimate is relative to initial position in this mode, so we start with zero error
if (!_control_status.flags.in_air) {
@@ -273,6 +282,8 @@ void Ekf::stopFlowFusion()
_innov_check_fail_status.flags.reject_optflow_X = false;
_innov_check_fail_status.flags.reject_optflow_Y = false;
_flow_counter = 0;
}
}
@@ -54,6 +54,7 @@ void Ekf::controlRangeHaglFusion(const imuSample &imu_sample)
_range_sensor.setPitchOffset(_params.rng_sens_pitch);
_range_sensor.setCosMaxTilt(_params.range_cos_max_tilt);
_range_sensor.setQualityHysteresis(_params.range_valid_quality_s);
_range_sensor.setMaxFogDistance(_params.rng_fog);
_range_sensor.runChecks(imu_sample.time_us, _R_to_earth);
@@ -84,8 +84,9 @@ void SensorRangeFinder::updateValidity(uint64_t current_time_us)
if (isTiltOk() && isDataInRange()) {
updateStuckCheck();
updateFogCheck(getDistBottom(), _sample.time_us);
if (!_is_stuck) {
if (!_is_stuck && !_is_blocked) {
_is_sample_valid = true;
_time_last_valid_us = _sample.time_us;
}
@@ -146,5 +147,23 @@ void SensorRangeFinder::updateStuckCheck()
}
}
void SensorRangeFinder::updateFogCheck(const float dist_bottom, const uint64_t time_us)
{
if (_max_fog_dist > 0.f && time_us - _time_last_valid_us < 1e6) {
const float median_dist = _median_dist.apply(dist_bottom);
const float factor = 2.f; // magic hardcoded factor
if (!_is_blocked && median_dist < _max_fog_dist && _prev_median_dist - median_dist > factor * _max_fog_dist) {
_is_blocked = true;
} else if (_is_blocked && median_dist > factor * _max_fog_dist) {
_is_blocked = false;
}
_prev_median_dist = median_dist;
}
}
} // namespace sensor
} // namespace estimator
@@ -44,6 +44,7 @@
#include "Sensor.hpp"
#include <matrix/math.hpp>
#include <lib/mathlib/math/filter/MedianFilter.hpp>
namespace estimator
{
@@ -99,6 +100,8 @@ public:
_rng_valid_max_val = max_distance;
}
void setMaxFogDistance(float max_fog_dist) { _max_fog_dist = max_fog_dist; }
void setQualityHysteresis(float valid_quality_threshold_s)
{
_quality_hyst_us = uint64_t(valid_quality_threshold_s * 1e6f);
@@ -129,6 +132,7 @@ private:
bool isTiltOk() const { return _cos_tilt_rng_to_earth > _range_cos_max_tilt; }
bool isDataInRange() const;
void updateStuckCheck();
void updateFogCheck(const float dist_bottom, const uint64_t time_us);
rangeSample _sample{};
@@ -172,6 +176,14 @@ private:
*/
uint64_t _time_bad_quality_us{}; ///< timestamp at which range finder signal quality was 0 (used for hysteresis)
uint64_t _quality_hyst_us{}; ///< minimum duration during which the reported range finder signal quality needs to be non-zero in order to be declared valid (us)
/*
* Fog check
*/
bool _is_blocked{false};
float _max_fog_dist{0.f}; //< maximum distance at which the range finder could detect fog (m)
math::MedianFilter<float, 5> _median_dist{};
float _prev_median_dist{0.f};
};
} // namespace sensor
+2 -1
View File
@@ -421,6 +421,7 @@ struct parameters {
float range_valid_quality_s{1.0f}; ///< minimum duration during which the reported range finder signal quality needs to be non-zero in order to be declared valid (s)
float range_cos_max_tilt{0.7071f}; ///< cosine of the maximum tilt angle from the vertical that permits use of range finder and flow data
float range_kin_consistency_gate{1.0f}; ///< gate size used by the range finder kinematic consistency check
float rng_fog{0.f}; ///< max distance which a blocked range sensor measures (fog, dirt) [m]
Vector3f rng_pos_body{}; ///< xyz position of range sensor in body frame (m)
#endif // CONFIG_EKF2_RANGE_FINDER
@@ -513,7 +514,7 @@ bool bad_sideslip :
1; ///< 6 - true if fusion of the synthetic sideslip constraint has encountered a numerical error
bool bad_optflow_X : 1; ///< 7 - true if fusion of the optical flow X axis has encountered a numerical error
bool bad_optflow_Y : 1; ///< 8 - true if fusion of the optical flow Y axis has encountered a numerical error
bool bad_acc_bias : 1; ///< 9 - true if bad delta velocity bias estimates have been detected
bool __UNUSED : 1; ///< 9 -
bool bad_acc_vertical : 1; ///< 10 - true if bad vertical accelerometer data has been detected
bool bad_acc_clipping : 1; ///< 11 - true if delta velocity data contains clipping (asymmetric railing)
} flags;
+10 -3
View File
@@ -96,7 +96,8 @@ void Ekf::initialiseCovariance()
resetAccelBiasCov();
#if defined(CONFIG_EKF2_MAGNETOMETER)
resetMagCov();
resetMagEarthCov();
resetMagBiasCov();
#endif // CONFIG_EKF2_MAGNETOMETER
#if defined(CONFIG_EKF2_WIND)
@@ -340,11 +341,17 @@ void Ekf::resetAccelBiasCov()
}
#if defined(CONFIG_EKF2_MAGNETOMETER)
void Ekf::resetMagCov()
void Ekf::resetMagEarthCov()
{
ECL_INFO("reset mag covariance");
ECL_INFO("reset mag earth covariance");
P.uncorrelateCovarianceSetVariance<State::mag_I.dof>(State::mag_I.idx, sq(_params.mag_noise));
}
void Ekf::resetMagBiasCov()
{
ECL_INFO("reset mag bias covariance");
P.uncorrelateCovarianceSetVariance<State::mag_B.dof>(State::mag_B.idx, sq(_params.mag_noise));
}
#endif // CONFIG_EKF2_MAGNETOMETER
+66 -35
View File
@@ -81,6 +81,7 @@ void Ekf::reset()
_range_sensor.setPitchOffset(_params.rng_sens_pitch);
_range_sensor.setCosMaxTilt(_params.range_cos_max_tilt);
_range_sensor.setQualityHysteresis(_params.range_valid_quality_s);
_range_sensor.setMaxFogDistance(_params.rng_fog);
#endif // CONFIG_EKF2_RANGE_FINDER
_control_status.value = 0;
@@ -114,8 +115,6 @@ void Ekf::reset()
_last_known_pos.setZero();
_time_acc_bias_check = 0;
#if defined(CONFIG_EKF2_BAROMETER)
_baro_counter = 0;
#endif // CONFIG_EKF2_BAROMETER
@@ -276,68 +275,100 @@ void Ekf::predictState(const imuSample &imu_delayed)
_height_rate_lpf = _height_rate_lpf * (1.0f - alpha_height_rate_lpf) + _state.vel(2) * alpha_height_rate_lpf;
}
bool Ekf::resetGlobalPosToExternalObservation(double lat_deg, double lon_deg, float accuracy,
uint64_t timestamp_observation)
bool Ekf::resetGlobalPosToExternalObservation(const double latitude, const double longitude, const float altitude,
const float eph,
const float epv, uint64_t timestamp_observation)
{
if (!_pos_ref.isInitialized()) {
ECL_WARN("unable to reset global position, position reference not initialized");
if (!checkLatLonValidity(latitude, longitude)) {
return false;
}
Vector2f pos_corrected = _pos_ref.project(lat_deg, lon_deg);
if (!_pos_ref.isInitialized()) {
if (!setLatLonOriginFromCurrentPos(latitude, longitude, eph)) {
return false;
}
if (!PX4_ISFINITE(_gps_alt_ref)) {
setAltOriginFromCurrentPos(altitude, epv);
}
return true;
}
Vector3f pos_correction;
// apply a first order correction using velocity at the delayed time horizon and the delta time
if ((timestamp_observation > 0) && (isHorizontalAidingActive() || !_horizontal_deadreckon_time_exceeded)) {
if ((timestamp_observation > 0) && local_position_is_valid()) {
timestamp_observation = math::min(_time_latest_us, timestamp_observation);
float diff_us = 0.f;
float dt_us;
if (_time_delayed_us >= timestamp_observation) {
diff_us = static_cast<float>(_time_delayed_us - timestamp_observation);
dt_us = static_cast<float>(_time_delayed_us - timestamp_observation);
} else {
diff_us = -static_cast<float>(timestamp_observation - _time_delayed_us);
dt_us = -static_cast<float>(timestamp_observation - _time_delayed_us);
}
const float dt_s = diff_us * 1e-6f;
pos_corrected += _state.vel.xy() * dt_s;
const float dt_s = dt_us * 1e-6f;
pos_correction = _state.vel * dt_s;
}
const float obs_var = math::max(sq(accuracy), sq(0.01f));
{
const Vector2f hpos = _pos_ref.project(latitude, longitude) + pos_correction.xy();
const Vector2f innov = Vector2f(_state.pos.xy()) - pos_corrected;
const Vector2f innov_var = Vector2f(getStateVariance<State::pos>()) + obs_var;
const float obs_var = math::max(sq(eph), sq(0.01f));
const float sq_gate = sq(5.f); // magic hardcoded gate
const Vector2f test_ratio{sq(innov(0)) / (sq_gate * innov_var(0)),
sq(innov(1)) / (sq_gate * innov_var(1))};
const Vector2f innov = Vector2f(_state.pos.xy()) - hpos;
const Vector2f innov_var = Vector2f(getStateVariance<State::pos>()) + obs_var;
const bool innov_rejected = (test_ratio.max() > 1.f);
const float sq_gate = sq(5.f); // magic hardcoded gate
const float test_ratio = sq(innov(0)) / (sq_gate * innov_var(0)) + sq(innov(1)) / (sq_gate * innov_var(1));
if (!_control_status.flags.in_air || (accuracy > 0.f && accuracy < 1.f) || innov_rejected) {
// when on ground or accuracy chosen to be very low, we hard reset position
// this allows the user to still send hard resets at any time
ECL_INFO("reset position to external observation");
_information_events.flags.reset_pos_to_ext_obs = true;
const bool innov_rejected = (test_ratio > 1.f);
resetHorizontalPositionTo(pos_corrected, obs_var);
_last_known_pos.xy() = _state.pos.xy();
return true;
if (!_control_status.flags.in_air || (eph > 0.f && eph < 1.f) || innov_rejected) {
// when on ground or accuracy chosen to be very low, we hard reset position
// this allows the user to still send hard resets at any time
ECL_INFO("reset position to external observation");
_information_events.flags.reset_pos_to_ext_obs = true;
} else {
if (fuseDirectStateMeasurement(innov(0), innov_var(0), obs_var, State::pos.idx + 0)
&& fuseDirectStateMeasurement(innov(1), innov_var(1), obs_var, State::pos.idx + 1)
) {
ECL_INFO("fused external observation as position measurement");
resetHorizontalPositionTo(hpos, obs_var);
_last_known_pos.xy() = _state.pos.xy();
} else {
ECL_INFO("fuse external observation as position measurement");
fuseDirectStateMeasurement(innov(0), innov_var(0), obs_var, State::pos.idx + 0);
fuseDirectStateMeasurement(innov(1), innov_var(1), obs_var, State::pos.idx + 1);
// Use the reset counters to inform the controllers about a potential large position jump
// TODO: compute the actual position change
_state_reset_status.reset_count.posNE++;
_state_reset_status.posNE_change.zero();
_time_last_hor_pos_fuse = _time_delayed_us;
_last_known_pos.xy() = _state.pos.xy();
return true;
}
}
return false;
if (checkAltitudeValidity(altitude)) {
const float altitude_corrected = altitude - pos_correction(2);
if (!PX4_ISFINITE(_gps_alt_ref)) {
setAltOriginFromCurrentPos(altitude_corrected, epv);
} else {
const float vpos = -(altitude_corrected - _gps_alt_ref);
const float obs_var = math::max(sq(epv), sq(0.01f));
ECL_INFO("reset height to external observation");
resetVerticalPositionTo(vpos, obs_var);
_last_known_pos(2) = _state.pos(2);
}
}
return true;
}
void Ekf::updateParameters()
+28 -13
View File
@@ -122,7 +122,10 @@ public:
const auto &aid_src_optical_flow() const { return _aid_src_optical_flow; }
const Vector2f &getFlowVelBody() const { return _flow_vel_body; }
const Vector2f &getFlowVelNE() const { return _flow_vel_ne; }
Vector2f getFlowVelNE() const { return Vector2f(_R_to_earth * Vector3f(getFlowVelBody()(0), getFlowVelBody()(1), 0.f)); }
const Vector2f &getFilteredFlowVelBody() const { return _flow_vel_body_lpf.getState(); }
Vector2f getFilteredFlowVelNE() const { return Vector2f(_R_to_earth * Vector3f(getFilteredFlowVelBody()(0), getFilteredFlowVelBody()(1), 0.f)); }
const Vector2f &getFlowCompensated() const { return _flow_rate_compensated; }
const Vector2f &getFlowUncompensated() const { return _flow_sample_delayed.flow_rate; }
@@ -258,8 +261,11 @@ public:
// get the ekf WGS-84 origin position and height and the system time it was last set
// return true if the origin is valid
bool getEkfGlobalOrigin(uint64_t &origin_time, double &latitude, double &longitude, float &origin_alt) const;
bool setEkfGlobalOrigin(double latitude, double longitude, float altitude, float eph = 0.f, float epv = 0.f);
void updateWmm(double lat, double lon);
bool checkLatLonValidity(double latitude, double longitude);
bool checkAltitudeValidity(float altitude);
bool setEkfGlobalOrigin(double latitude, double longitude, float altitude, float eph = NAN, float epv = NAN);
bool setEkfGlobalOriginFromCurrentPos(double latitude, double longitude, float altitude, float eph = NAN,
float epv = NAN);
// get the 1-sigma horizontal and vertical position uncertainty of the ekf WGS-84 position
void get_ekf_gpos_accuracy(float *ekf_eph, float *ekf_epv) const;
@@ -466,6 +472,9 @@ public:
#endif // CONFIG_EKF2_GNSS
#if defined(CONFIG_EKF2_MAGNETOMETER)
// set the magnetic field data returned by the geo library using position
bool updateWorldMagneticModel(const double latitude_deg, const double longitude_deg);
const auto &aid_src_mag() const { return _aid_src_mag; }
#endif // CONFIG_EKF2_MAGNETOMETER
@@ -524,7 +533,7 @@ public:
return true;
}
bool resetGlobalPosToExternalObservation(double lat_deg, double lon_deg, float accuracy,
bool resetGlobalPosToExternalObservation(double latitude, double longitude, float altitude, float eph, float epv,
uint64_t timestamp_observation);
/**
@@ -603,8 +612,6 @@ private:
Vector3f _last_known_pos{}; ///< last known local position vector (m)
uint64_t _time_acc_bias_check{0}; ///< last time the accel bias check passed (uSec)
Vector3f _earth_rate_NED{}; ///< earth rotation vector (NED) in rad/s
Dcmf _R_to_earth{}; ///< transformation matrix from body frame to earth frame from last EKF prediction
@@ -632,10 +639,12 @@ private:
// optical flow processing
Vector3f _flow_gyro_bias{}; ///< bias errors in optical flow sensor rate gyro outputs (rad/sec)
Vector2f _flow_vel_body{}; ///< velocity from corrected flow measurement (body frame)(m/s)
Vector2f _flow_vel_ne{}; ///< velocity from corrected flow measurement (local frame) (m/s)
Vector3f _ref_body_rate{};
Vector2f _flow_vel_body{}; ///< velocity from corrected flow measurement (body frame)(m/s)
AlphaFilter<Vector2f> _flow_vel_body_lpf{0.1f}; ///< filtered velocity from corrected flow measurement (body frame)(m/s)
uint32_t _flow_counter{0}; ///< number of flow samples read for initialization
Vector2f _flow_rate_compensated{}; ///< measured angular rate of the image about the X and Y body axes after removal of body rotation (rad/s), RH rotation is positive
#endif // CONFIG_EKF2_OPTICAL_FLOW
@@ -758,6 +767,12 @@ private:
P.slice<S.dof, S.dof>(S.idx, S.idx) = cov;
}
bool setLatLonOrigin(double latitude, double longitude, float eph = NAN);
bool setAltOrigin(float altitude, float epv = NAN);
bool setLatLonOriginFromCurrentPos(double latitude, double longitude, float eph = NAN);
bool setAltOriginFromCurrentPos(float altitude, float epv = NAN);
// update quaternion states and covariances using an innovation, observation variance and Jacobian vector
bool fuseYaw(estimator_aid_source1d_s &aid_src_status, const VectorState &H_YAW);
void computeYawInnovVarAndH(float variance, float &innovation_variance, VectorState &H_YAW) const;
@@ -770,8 +785,8 @@ private:
bool update_all_states = false, bool update_tilt = false);
// fuse magnetometer declination measurement
// argument passed in is the declination uncertainty in radians
bool fuseDeclination(float decl_sigma);
// R: declination observation variance (rad**2)
bool fuseDeclination(const float decl_measurement_rad, const float R, bool update_all_states = false);
#endif // CONFIG_EKF2_MAGNETOMETER
@@ -871,7 +886,7 @@ private:
#if defined(CONFIG_EKF2_OPTICAL_FLOW)
// control fusion of optical flow observations
void controlOpticalFlowFusion(const imuSample &imu_delayed);
void resetFlowFusion();
void resetFlowFusion(const flowSample &flow_sample);
void stopFlowFusion();
void updateOnGroundMotionForOpticalFlowChecks();
@@ -1077,7 +1092,6 @@ private:
void stopAuxVelFusion();
#endif // CONFIG_EKF2_AUXVEL
void checkVerticalAccelerationBias(const imuSample &imu_delayed);
void checkVerticalAccelerationHealth(const imuSample &imu_delayed);
Likelihood estimateInertialNavFallingLikelihood() const;
@@ -1106,7 +1120,8 @@ private:
void resetQuatCov(const Vector3f &rot_var_ned);
#if defined(CONFIG_EKF2_MAGNETOMETER)
void resetMagCov();
void resetMagEarthCov();
void resetMagBiasCov();
#endif // CONFIG_EKF2_MAGNETOMETER
#if defined(CONFIG_EKF2_WIND)
+133 -79
View File
@@ -72,97 +72,151 @@ bool Ekf::getEkfGlobalOrigin(uint64_t &origin_time, double &latitude, double &lo
return _NED_origin_initialised;
}
bool Ekf::checkLatLonValidity(const double latitude, const double longitude)
{
const bool lat_valid = (PX4_ISFINITE(latitude) && (abs(latitude) <= 90));
const bool lon_valid = (PX4_ISFINITE(longitude) && (abs(longitude) <= 180));
return (lat_valid && lon_valid);
}
bool Ekf::checkAltitudeValidity(const float altitude)
{
// sanity check valid altitude anywhere between the Mariana Trench and edge of Space
return (PX4_ISFINITE(altitude) && ((altitude > -12'000.f) && (altitude < 100'000.f)));
}
bool Ekf::setEkfGlobalOrigin(const double latitude, const double longitude, const float altitude, const float eph,
const float epv)
{
// sanity check valid latitude/longitude and altitude anywhere between the Mariana Trench and edge of Space
if (PX4_ISFINITE(latitude) && (abs(latitude) <= 90)
&& PX4_ISFINITE(longitude) && (abs(longitude) <= 180)
&& PX4_ISFINITE(altitude) && (altitude > -12'000.f) && (altitude < 100'000.f)
) {
bool current_pos_available = false;
double current_lat = static_cast<double>(NAN);
double current_lon = static_cast<double>(NAN);
// if we are already doing aiding, correct for the change in position since the EKF started navigating
if (_pos_ref.isInitialized() && isHorizontalAidingActive()) {
_pos_ref.reproject(_state.pos(0), _state.pos(1), current_lat, current_lon);
current_pos_available = true;
}
const float gps_alt_ref_prev = _gps_alt_ref;
// reinitialize map projection to latitude, longitude, altitude, and reset position
_pos_ref.initReference(latitude, longitude, _time_delayed_us);
_gps_alt_ref = altitude;
updateWmm(current_lat, current_lon);
_gpos_origin_eph = eph;
_gpos_origin_epv = epv;
_NED_origin_initialised = true;
if (current_pos_available) {
// reset horizontal position if we already have a global origin
Vector2f position = _pos_ref.project(current_lat, current_lon);
resetHorizontalPositionTo(position);
}
if (PX4_ISFINITE(gps_alt_ref_prev) && isVerticalPositionAidingActive()) {
// determine current z
const float z_prev = _state.pos(2);
const float current_alt = -z_prev + gps_alt_ref_prev;
#if defined(CONFIG_EKF2_GNSS)
const float gps_hgt_bias = _gps_hgt_b_est.getBias();
#endif // CONFIG_EKF2_GNSS
resetVerticalPositionTo(_gps_alt_ref - current_alt);
ECL_DEBUG("EKF global origin updated, resetting vertical position %.1fm -> %.1fm", (double)z_prev,
(double)_state.pos(2));
#if defined(CONFIG_EKF2_GNSS)
// adjust existing GPS height bias
_gps_hgt_b_est.setBias(gps_hgt_bias);
#endif // CONFIG_EKF2_GNSS
}
return true;
if (!setLatLonOrigin(latitude, longitude, eph)) {
return false;
}
return false;
// altitude is optional
setAltOrigin(altitude, epv);
return true;
}
void Ekf::updateWmm(const double lat, const double lon)
bool Ekf::setLatLonOrigin(const double latitude, const double longitude, const float eph)
{
#if defined(CONFIG_EKF2_MAGNETOMETER)
// set the magnetic field data returned by the geo library using the current GPS position
const float mag_declination_gps = math::radians(get_mag_declination_degrees(lat, lon));
const float mag_inclination_gps = math::radians(get_mag_inclination_degrees(lat, lon));
const float mag_strength_gps = get_mag_strength_gauss(lat, lon);
if (PX4_ISFINITE(mag_declination_gps) && PX4_ISFINITE(mag_inclination_gps) && PX4_ISFINITE(mag_strength_gps)) {
const bool mag_declination_changed = (fabsf(mag_declination_gps - _mag_declination_gps) > math::radians(1.f));
const bool mag_inclination_changed = (fabsf(mag_inclination_gps - _mag_inclination_gps) > math::radians(1.f));
if ((_wmm_gps_time_last_set == 0)
|| !PX4_ISFINITE(_mag_declination_gps)
|| !PX4_ISFINITE(_mag_inclination_gps)
|| !PX4_ISFINITE(_mag_strength_gps)
|| mag_declination_changed
|| mag_inclination_changed
) {
_mag_declination_gps = mag_declination_gps;
_mag_inclination_gps = mag_inclination_gps;
_mag_strength_gps = mag_strength_gps;
_wmm_gps_time_last_set = _time_delayed_us;
}
if (!checkLatLonValidity(latitude, longitude)) {
return false;
}
#endif // CONFIG_EKF2_MAGNETOMETER
bool current_pos_available = false;
double current_lat = static_cast<double>(NAN);
double current_lon = static_cast<double>(NAN);
// if we are already doing aiding, correct for the change in position since the EKF started navigating
if (_pos_ref.isInitialized() && local_position_is_valid()) {
_pos_ref.reproject(_state.pos(0), _state.pos(1), current_lat, current_lon);
current_pos_available = true;
}
// reinitialize map projection to latitude, longitude, altitude, and reset position
_pos_ref.initReference(latitude, longitude, _time_delayed_us);
if (PX4_ISFINITE(eph) && (eph >= 0.f)) {
_gpos_origin_eph = eph;
}
_NED_origin_initialised = true;
if (current_pos_available) {
// reset horizontal position if we already have a global origin
Vector2f position = _pos_ref.project(current_lat, current_lon);
resetHorizontalPositionTo(position);
}
return true;
}
bool Ekf::setAltOrigin(const float altitude, const float epv)
{
if (!checkAltitudeValidity(altitude)) {
return false;
}
const float gps_alt_ref_prev = _gps_alt_ref;
_gps_alt_ref = altitude;
if (PX4_ISFINITE(epv) && (epv >= 0.f)) {
_gpos_origin_epv = epv;
}
if (PX4_ISFINITE(gps_alt_ref_prev) && isLocalVerticalPositionValid()) {
// determine current z
const float z_prev = _state.pos(2);
const float current_alt = -z_prev + gps_alt_ref_prev;
#if defined(CONFIG_EKF2_GNSS)
const float gps_hgt_bias = _gps_hgt_b_est.getBias();
#endif // CONFIG_EKF2_GNSS
resetVerticalPositionTo(_gps_alt_ref - current_alt);
ECL_DEBUG("EKF global origin updated, resetting vertical position %.1fm -> %.1fm", (double)z_prev,
(double)_state.pos(2));
#if defined(CONFIG_EKF2_GNSS)
// adjust existing GPS height bias
_gps_hgt_b_est.setBias(gps_hgt_bias);
#endif // CONFIG_EKF2_GNSS
}
return true;
}
bool Ekf::setEkfGlobalOriginFromCurrentPos(const double latitude, const double longitude, const float altitude,
const float eph, const float epv)
{
if (!setLatLonOriginFromCurrentPos(latitude, longitude, eph)) {
return false;
}
// altitude is optional
setAltOriginFromCurrentPos(altitude, epv);
return true;
}
bool Ekf::setLatLonOriginFromCurrentPos(const double latitude, const double longitude, const float eph)
{
if (!checkLatLonValidity(latitude, longitude)) {
return false;
}
_pos_ref.initReference(latitude, longitude, _time_delayed_us);
// if we are already doing aiding, correct for the change in position since the EKF started navigating
if (local_position_is_valid()) {
double est_lat;
double est_lon;
_pos_ref.reproject(-_state.pos(0), -_state.pos(1), est_lat, est_lon);
_pos_ref.initReference(est_lat, est_lon, _time_delayed_us);
}
if (PX4_ISFINITE(eph) && (eph >= 0.f)) {
_gpos_origin_eph = eph;
}
_NED_origin_initialised = true;
return true;
}
bool Ekf::setAltOriginFromCurrentPos(const float altitude, const float epv)
{
if (!checkAltitudeValidity(altitude)) {
return false;
}
_gps_alt_ref = altitude + _state.pos(2);
if (PX4_ISFINITE(epv) && (epv >= 0.f)) {
_gpos_origin_epv = epv;
}
return true;
}
void Ekf::get_ekf_gpos_accuracy(float *ekf_eph, float *ekf_epv) const
{
+11 -10
View File
@@ -250,7 +250,7 @@ public:
bool get_mag_decl_deg(float &val) const
{
if (_NED_origin_initialised && (_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)) {
val = math::degrees(_mag_declination_gps);
val = math::degrees(_wmm_declination_rad);
return true;
} else {
@@ -261,7 +261,7 @@ public:
bool get_mag_inc_deg(float &val) const
{
if (_NED_origin_initialised) {
val = math::degrees(_mag_inclination_gps);
val = math::degrees(_wmm_inclination_rad);
return true;
} else {
@@ -272,9 +272,9 @@ public:
void get_mag_checks(float &inc_deg, float &inc_ref_deg, float &strength_gs, float &strength_ref_gs) const
{
inc_deg = math::degrees(_mag_inclination);
inc_ref_deg = math::degrees(_mag_inclination_gps);
inc_ref_deg = math::degrees(_wmm_inclination_rad);
strength_gs = _mag_strength;
strength_ref_gs = _mag_strength_gps;
strength_ref_gs = _wmm_field_strength_gauss;
}
#endif // CONFIG_EKF2_MAGNETOMETER
@@ -451,13 +451,14 @@ protected:
// allocate data buffers and initialize interface variables
bool initialise_interface(uint64_t timestamp);
uint64_t _wmm_gps_time_last_checked{0}; // time WMM last checked
uint64_t _wmm_gps_time_last_set{0}; // time WMM last set
#if defined(CONFIG_EKF2_MAGNETOMETER)
float _mag_declination_gps {NAN}; // magnetic declination returned by the geo library using the last valid GPS position (rad)
float _mag_inclination_gps{NAN}; // magnetic inclination returned by the geo library using the last valid GPS position (rad)
float _mag_strength_gps{NAN}; // magnetic strength returned by the geo library using the last valid GPS position (T)
uint64_t _wmm_mag_time_last_checked {0}; // time WMM update last checked by mag control
float _wmm_declination_rad{NAN}; // magnetic declination returned by the geo library using the last valid GPS position (rad)
float _wmm_inclination_rad{NAN}; // magnetic inclination returned by the geo library using the last valid GPS position (rad)
float _wmm_field_strength_gauss{NAN}; // magnetic strength returned by the geo library using the last valid GPS position (Gauss)
Vector3f _wmm_earth_field_gauss{}; // expected magnetic field vector from the last valid GPS position (Gauss)
float _mag_inclination{NAN};
float _mag_strength{NAN};
-101
View File
@@ -39,7 +39,6 @@
void Ekf::controlHeightFusion(const imuSample &imu_delayed)
{
checkVerticalAccelerationBias(imu_delayed);
checkVerticalAccelerationHealth(imu_delayed);
#if defined(CONFIG_EKF2_BAROMETER)
@@ -120,106 +119,6 @@ void Ekf::checkHeightSensorRefFallback()
}
}
void Ekf::checkVerticalAccelerationBias(const imuSample &imu_delayed)
{
// Run additional checks to see if the delta velocity bias has hit limits in a direction that is clearly wrong
// calculate accel bias term aligned with the gravity vector
const float dVel_bias_lim = 0.9f * _params.acc_bias_lim * _dt_ekf_avg;
const Vector3f delta_vel_bias = _state.accel_bias * _dt_ekf_avg;
const float down_dvel_bias = delta_vel_bias.dot(Vector3f(_R_to_earth.row(2)));
// check that the vertical component of accel bias is consistent with both the vertical position and velocity innovation
bool bad_acc_bias = false;
if (fabsf(down_dvel_bias) > dVel_bias_lim) {
bool bad_vz = false;
#if defined(CONFIG_EKF2_EXTERNAL_VISION)
if (_control_status.flags.ev_hgt) {
if (down_dvel_bias * _aid_src_ev_vel.innovation[2] < 0.f) {
bad_vz = true;
}
}
#endif // CONFIG_EKF2_EXTERNAL_VISION
#if defined(CONFIG_EKF2_GNSS)
if (_control_status.flags.gps) {
if (down_dvel_bias * _aid_src_gnss_vel.innovation[2] < 0.f) {
bad_vz = true;
}
}
#endif // CONFIG_EKF2_GNSS
if (bad_vz) {
#if defined(CONFIG_EKF2_BAROMETER)
if (_control_status.flags.baro_hgt) {
if (down_dvel_bias * _aid_src_baro_hgt.innovation < 0.f) {
bad_acc_bias = true;
}
}
#endif // CONFIG_EKF2_BAROMETER
#if defined(CONFIG_EKF2_EXTERNAL_VISION)
if (_control_status.flags.ev_hgt) {
if (down_dvel_bias * _aid_src_ev_hgt.innovation < 0.f) {
bad_acc_bias = true;
}
}
#endif // CONFIG_EKF2_EXTERNAL_VISION
#if defined(CONFIG_EKF2_GNSS)
if (_control_status.flags.gps_hgt) {
if (down_dvel_bias * _aid_src_gnss_hgt.innovation < 0.f) {
bad_acc_bias = true;
}
}
#endif // CONFIG_EKF2_GNSS
#if defined(CONFIG_EKF2_RANGE_FINDER)
if (_control_status.flags.rng_hgt) {
if (down_dvel_bias * _aid_src_rng_hgt.innovation < 0.f) {
bad_acc_bias = true;
}
}
#endif // CONFIG_EKF2_RANGE_FINDER
}
}
// record the pass/fail
if (!bad_acc_bias) {
_fault_status.flags.bad_acc_bias = false;
_time_acc_bias_check = _time_delayed_us;
} else {
_fault_status.flags.bad_acc_bias = true;
}
// if we have failed for 7 seconds continuously, reset the accel bias covariances to fix bad conditioning of
// the covariance matrix but preserve the variances (diagonals) to allow bias learning to continue
if (_fault_status.flags.bad_acc_bias && isTimedOut(_time_acc_bias_check, (uint64_t)7e6)) {
resetAccelBiasCov();
_time_acc_bias_check = imu_delayed.time_us;
_fault_status.flags.bad_acc_bias = false;
ECL_WARN("invalid accel bias - covariance reset");
}
}
void Ekf::checkVerticalAccelerationHealth(const imuSample &imu_delayed)
{
// Check for IMU accelerometer vibration induced clipping as evidenced by the vertical
+5
View File
@@ -91,6 +91,9 @@ void Ekf::resetHorizontalVelocityTo(const Vector2f &new_horz_vel, const Vector2f
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx + 1, math::max(sq(0.01f), new_horz_vel_var(1)));
}
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx, P(State::pos.idx, State::pos.idx));
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx + 1, P(State::pos.idx + 1, State::pos.idx + 1));
_output_predictor.resetHorizontalVelocityTo(delta_horz_vel);
// record the state change
@@ -117,6 +120,8 @@ void Ekf::resetVerticalVelocityTo(float new_vert_vel, float new_vert_vel_var)
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx + 2, math::max(sq(0.01f), new_vert_vel_var));
}
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx + 2, P(State::pos.idx + 2, State::pos.idx + 2));
_output_predictor.resetVerticalVelocityTo(delta_vert_vel);
// record the state change
+11 -5
View File
@@ -162,6 +162,7 @@ EKF2::EKF2(bool multi_mode, const px4::wq_config_t &config, bool replay_mode):
_param_ekf2_rng_a_igate(_params->range_aid_innov_gate),
_param_ekf2_rng_qlty_t(_params->range_valid_quality_s),
_param_ekf2_rng_k_gate(_params->range_kin_consistency_gate),
_param_ekf2_rng_fog(_params->rng_fog),
_param_ekf2_rng_pos_x(_params->rng_pos_body(0)),
_param_ekf2_rng_pos_y(_params->rng_pos_body(1)),
_param_ekf2_rng_pos_z(_params->rng_pos_body(2)),
@@ -545,9 +546,8 @@ void EKF2::Run()
accuracy = vehicle_command.param3;
}
// TODO add check for lat and long validity
if (_ekf.resetGlobalPosToExternalObservation(vehicle_command.param5, vehicle_command.param6,
accuracy, timestamp_observation)
if (_ekf.resetGlobalPosToExternalObservation(vehicle_command.param5, vehicle_command.param6, vehicle_command.param7,
accuracy, accuracy, timestamp_observation)
) {
command_ack.result = vehicle_command_ack_s::VEHICLE_CMD_RESULT_ACCEPTED;
@@ -571,7 +571,12 @@ void EKF2::Run()
const float wind_direction_accuracy_rad = math::radians(vehicle_command.param4);
_ekf.resetWindToExternalObservation(vehicle_command.param1, wind_direction_rad, vehicle_command.param2,
wind_direction_accuracy_rad);
command_ack.result = vehicle_command_ack_s::VEHICLE_CMD_RESULT_ACCEPTED;
#else
command_ack.result = vehicle_command_ack_s::VEHICLE_CMD_RESULT_UNSUPPORTED;
#endif // CONFIG_EKF2_WIND
command_ack.timestamp = hrt_absolute_time();
_vehicle_command_ack_pub.publish(command_ack);
}
}
}
@@ -1938,7 +1943,6 @@ void EKF2::PublishStatusFlags(const hrt_abstime &timestamp)
status_flags.fs_bad_sideslip = _ekf.fault_status_flags().bad_sideslip;
status_flags.fs_bad_optflow_x = _ekf.fault_status_flags().bad_optflow_X;
status_flags.fs_bad_optflow_y = _ekf.fault_status_flags().bad_optflow_Y;
status_flags.fs_bad_acc_bias = _ekf.fault_status_flags().bad_acc_bias;
status_flags.fs_bad_acc_vertical = _ekf.fault_status_flags().bad_acc_vertical;
status_flags.fs_bad_acc_clipping = _ekf.fault_status_flags().bad_acc_clipping;
@@ -2027,6 +2031,9 @@ void EKF2::PublishOpticalFlowVel(const hrt_abstime &timestamp)
_ekf.getFlowVelBody().copyTo(flow_vel.vel_body);
_ekf.getFlowVelNE().copyTo(flow_vel.vel_ne);
_ekf.getFilteredFlowVelBody().copyTo(flow_vel.vel_body_filtered);
_ekf.getFilteredFlowVelNE().copyTo(flow_vel.vel_ne_filtered);
_ekf.getFlowUncompensated().copyTo(flow_vel.flow_rate_uncompensated);
_ekf.getFlowCompensated().copyTo(flow_vel.flow_rate_compensated);
@@ -2664,7 +2671,6 @@ void EKF2::UpdateAccelCalibration(const hrt_abstime &timestamp)
const bool bias_valid = (_param_ekf2_imu_ctrl.get() & static_cast<int32_t>(ImuCtrl::AccelBias))
&& _ekf.control_status_flags().tilt_align
&& (_ekf.fault_status().value == 0)
&& !_ekf.fault_status_flags().bad_acc_bias
&& !_ekf.fault_status_flags().bad_acc_clipping
&& !_ekf.fault_status_flags().bad_acc_vertical;
+1
View File
@@ -623,6 +623,7 @@ private:
(ParamExtFloat<px4::params::EKF2_RNG_A_IGATE>) _param_ekf2_rng_a_igate,
(ParamExtFloat<px4::params::EKF2_RNG_QLTY_T>) _param_ekf2_rng_qlty_t,
(ParamExtFloat<px4::params::EKF2_RNG_K_GATE>) _param_ekf2_rng_k_gate,
(ParamExtFloat<px4::params::EKF2_RNG_FOG>) _param_ekf2_rng_fog,
(ParamExtFloat<px4::params::EKF2_RNG_POS_X>) _param_ekf2_rng_pos_x,
(ParamExtFloat<px4::params::EKF2_RNG_POS_Y>) _param_ekf2_rng_pos_y,
(ParamExtFloat<px4::params::EKF2_RNG_POS_Z>) _param_ekf2_rng_pos_z,
+13
View File
@@ -150,3 +150,16 @@ parameters:
default: 0.0
unit: m
decimal: 3
EKF2_RNG_FOG:
description:
short: Maximum distance at which the range finder could detect fog (m)
long: Limit for fog detection. If the range finder measures a distance greater
than this value, the measurement is considered to not be blocked by fog or rain.
If there's a jump from larger than RNG_FOG to smaller than EKF2_RNG_FOG, the
measurement may gets rejected. 0 - disabled
type: float
default: 1.0
min: 0.0
max: 20.0
unit: m
decimal: 1
+1 -1
View File
@@ -37,7 +37,7 @@ add_subdirectory(sensor_simulator)
add_subdirectory(test_helper)
px4_add_unit_gtest(SRC test_EKF_accelerometer.cpp LINKLIBS ecl_EKF ecl_sensor_sim)
px4_add_unit_gtest(SRC test_EKF_airspeed.cpp LINKLIBS ecl_EKF ecl_sensor_sim)
px4_add_unit_gtest(SRC test_EKF_airspeed.cpp LINKLIBS ecl_EKF ecl_sensor_sim ecl_test_helper)
px4_add_unit_gtest(SRC test_EKF_basics.cpp LINKLIBS ecl_EKF ecl_sensor_sim)
px4_add_unit_gtest(SRC test_EKF_externalVision.cpp LINKLIBS ecl_EKF ecl_sensor_sim ecl_test_helper)
px4_add_unit_gtest(SRC test_EKF_fake_pos.cpp LINKLIBS ecl_EKF ecl_sensor_sim ecl_test_helper)
@@ -67,325 +67,325 @@ Timestamp,state[0],state[1],state[2],state[3],state[4],state[5],state[6],state[7
6490000,1,-0.0093,-0.011,0.00026,0.0049,0.0055,-0.052,0.0023,0.00093,-3.7e+02,-0.0015,-0.0057,-7.3e-05,0,0,-0.00015,0,0,0,0,0,0,0,0,-3.6e+02,0.0018,0.0018,0.0001,0.26,0.26,1.5,0.15,0.15,0.26,0.00012,0.00012,2.8e-06,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1,1.7
6590000,1,-0.0093,-0.011,0.00019,0.0037,0.0055,-0.099,0.0018,0.001,-3.7e+02,-0.0015,-0.0057,-7.4e-05,0,0,2.9e-05,0,0,0,0,0,0,0,0,-3.6e+02,0.0015,0.0015,9.6e-05,0.2,0.2,1.1,0.12,0.12,0.23,9.7e-05,9.7e-05,2.6e-06,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1,1.7
6690000,1,-0.0093,-0.011,0.00012,0.0046,0.0051,-0.076,0.0022,0.0015,-3.7e+02,-0.0015,-0.0057,-7.4e-05,0,0,-0.00029,0,0,0,0,0,0,0,0,-3.6e+02,0.0016,0.0016,9.9e-05,0.23,0.23,0.78,0.14,0.14,0.21,9.7e-05,9.7e-05,2.6e-06,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1,1.7
6790000,0.7,0.0013,-0.014,0.71,0.003,0.0048,-0.11,0.0017,0.0014,-3.7e+02,-0.0015,-0.0057,-7.5e-05,0,0,-5.7e-05,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,0.19,0.19,0.6,0.11,0.11,0.2,8e-05,8e-05,2.4e-06,0.04,0.04,0.04,0.0025,0.002,0.0025,0.0025,0.0025,0.0025,1,1,1.7
6890000,0.7,0.0013,-0.014,0.71,0.0011,0.0051,-0.12,0.0019,0.0019,-3.7e+02,-0.0015,-0.0057,-7.5e-05,0,0,-0.00011,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,0.21,0.21,0.46,0.14,0.14,0.18,8e-05,8e-05,2.4e-06,0.04,0.04,0.04,0.0025,0.0014,0.0025,0.0025,0.0025,0.0025,1,1,1.8
6990000,0.7,0.0014,-0.014,0.71,0.0012,0.0057,-0.12,0.002,0.0024,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-5.1e-06,4.4e-06,-0.00041,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,0.25,0.25,0.36,0.17,0.17,0.16,8e-05,8e-05,2.4e-06,0.04,0.04,0.04,0.0025,0.001,0.0025,0.0025,0.0025,0.0025,1,1,1.8
7090000,0.7,0.0013,-0.014,0.71,-0.00037,-0.00015,-0.13,0.002,0.0025,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.00077,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,25,25,0.29,1e+02,1e+02,0.16,8e-05,8e-05,2.4e-06,0.04,0.04,0.04,0.0025,0.00086,0.0025,0.0025,0.0025,0.0025,1,1,1.8
7190000,0.7,0.0013,-0.014,0.71,-0.0019,-0.00023,-0.15,0.0019,0.0025,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.00055,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,25,25,0.24,1e+02,1e+02,0.15,8e-05,8e-05,2.4e-06,0.04,0.04,0.04,0.0025,0.00071,0.0025,0.0025,0.0025,0.0025,1,1,1.8
7290000,0.7,0.0014,-0.014,0.71,-0.0033,-0.00022,-0.15,0.0017,0.0025,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.0012,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,25,25,0.2,51,51,0.14,8e-05,8e-05,2.4e-06,0.04,0.04,0.04,0.0025,0.00061,0.0025,0.0025,0.0025,0.0025,1,1,1.9
7390000,0.7,0.0014,-0.014,0.71,-0.0032,0.0011,-0.16,0.0014,0.0026,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.0014,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,25,25,0.18,52,52,0.13,8e-05,8e-05,2.4e-06,0.04,0.04,0.039,0.0025,0.00054,0.0025,0.0025,0.0025,0.0025,1,1,1.9
7490000,0.71,0.0015,-0.014,0.71,-0.0047,0.0013,-0.16,0.0012,0.0027,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.0022,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,25,25,0.15,35,35,0.12,8e-05,8e-05,2.4e-06,0.04,0.04,0.039,0.0025,0.00048,0.0025,0.0025,0.0025,0.0025,1,1,1.9
7590000,0.71,0.0015,-0.014,0.71,-0.0064,0.0023,-0.17,0.00071,0.0028,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.003,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,25,25,0.14,37,37,0.12,8e-05,8e-05,2.4e-06,0.04,0.04,0.039,0.0025,0.00043,0.0025,0.0025,0.0025,0.0025,1,1,1.9
7690000,0.7,0.0015,-0.014,0.71,-0.0079,0.0029,-0.16,0.00044,0.003,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.0051,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,24,24,0.13,28,28,0.11,8e-05,8e-05,2.4e-06,0.04,0.04,0.039,0.0025,0.0004,0.0025,0.0025,0.0025,0.0025,1,1,2
7790000,0.71,0.0016,-0.014,0.71,-0.0091,0.0036,-0.16,-0.0004,0.0033,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.0071,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0015,0.0015,0.09,24,24,0.12,30,30,0.11,8e-05,8e-05,2.4e-06,0.04,0.04,0.038,0.0025,0.00036,0.0025,0.0025,0.0025,0.0025,1,1,2
7890000,0.71,0.0016,-0.014,0.71,-0.011,0.0052,-0.16,-0.0007,0.0035,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.0096,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0015,0.0015,0.09,23,23,0.11,25,25,0.1,8e-05,8e-05,2.4e-06,0.04,0.04,0.038,0.0025,0.00033,0.0025,0.0025,0.0025,0.0025,1,1,2
7990000,0.71,0.0016,-0.014,0.71,-0.013,0.0061,-0.16,-0.0019,0.004,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.011,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0015,0.0015,0.09,23,23,0.1,27,27,0.099,8e-05,8e-05,2.4e-06,0.04,0.04,0.038,0.0025,0.00031,0.0025,0.0025,0.0025,0.0025,1,1,2
8090000,0.71,0.0016,-0.014,0.71,-0.014,0.0071,-0.17,-0.0022,0.0043,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.011,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0015,0.0015,0.09,21,21,0.1,23,23,0.097,8e-05,8e-05,2.4e-06,0.04,0.04,0.037,0.0025,0.00029,0.0025,0.0025,0.0025,0.0025,1,1,2.1
8190000,0.71,0.0016,-0.014,0.71,-0.017,0.0084,-0.18,-0.0037,0.0051,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.013,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0015,0.0015,0.09,21,21,0.099,26,26,0.094,8e-05,8e-05,2.4e-06,0.04,0.04,0.037,0.0025,0.00027,0.0025,0.0025,0.0025,0.0025,1,1,2.1
8290000,0.71,0.0016,-0.014,0.71,-0.017,0.0087,-0.17,-0.0039,0.0053,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.017,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0016,0.0016,0.09,19,19,0.097,22,22,0.091,8e-05,8e-05,2.4e-06,0.04,0.04,0.036,0.0025,0.00026,0.0025,0.0025,0.0025,0.0025,1,1,2.1
8390000,0.71,0.0017,-0.014,0.71,-0.019,0.0097,-0.17,-0.0057,0.0062,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.021,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0016,0.0016,0.09,19,19,0.097,25,25,0.091,8e-05,8e-05,2.4e-06,0.04,0.04,0.035,0.0025,0.00024,0.0025,0.0025,0.0025,0.0025,1,1,2.1
8490000,0.71,0.0017,-0.014,0.71,-0.02,0.011,-0.17,-0.0056,0.0063,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.025,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0016,0.0016,0.09,17,17,0.096,22,22,0.089,8e-05,8e-05,2.4e-06,0.04,0.04,0.034,0.0025,0.00023,0.0025,0.0025,0.0025,0.0025,1,1,2.2
8590000,0.71,0.0017,-0.014,0.71,-0.022,0.013,-0.17,-0.0077,0.0074,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.029,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0016,0.0016,0.09,17,17,0.095,25,25,0.088,8e-05,8e-05,2.4e-06,0.04,0.04,0.033,0.0025,0.00022,0.0025,0.0025,0.0025,0.0025,1,1,2.2
8690000,0.71,0.0017,-0.014,0.71,-0.023,0.013,-0.16,-0.0074,0.0074,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.035,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0017,0.0017,0.09,15,15,0.096,22,22,0.088,7.9e-05,8e-05,2.4e-06,0.04,0.04,0.033,0.0025,0.00021,0.0025,0.0025,0.0025,0.0025,1,1,2.2
8790000,0.71,0.0017,-0.014,0.71,-0.025,0.015,-0.15,-0.0099,0.0088,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.041,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0017,0.0017,0.09,15,15,0.095,25,25,0.087,7.9e-05,8e-05,2.4e-06,0.04,0.04,0.032,0.0025,0.0002,0.0025,0.0025,0.0025,0.0025,1,1,2.2
8890000,0.71,0.0017,-0.014,0.71,-0.027,0.015,-0.15,-0.013,0.01,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.045,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0017,0.0017,0.09,15,15,0.095,28,28,0.086,7.9e-05,8e-05,2.4e-06,0.04,0.04,0.03,0.0025,0.00019,0.0025,0.0025,0.0025,0.0025,1,1,2.3
8990000,0.71,0.0018,-0.014,0.71,-0.027,0.015,-0.14,-0.012,0.01,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.051,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0018,0.0018,0.09,14,14,0.096,24,24,0.087,7.9e-05,7.9e-05,2.4e-06,0.04,0.04,0.029,0.0025,0.00018,0.0025,0.0025,0.0025,0.0025,1,1,2.3
9090000,0.71,0.0018,-0.014,0.71,-0.03,0.016,-0.14,-0.015,0.012,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.053,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0018,0.0018,0.09,14,14,0.095,27,27,0.086,7.9e-05,7.9e-05,2.4e-06,0.04,0.04,0.028,0.0025,0.00018,0.0025,0.0025,0.0025,0.0025,1,1,2.3
9190000,0.71,0.0018,-0.014,0.71,-0.029,0.016,-0.14,-0.014,0.011,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.057,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0018,0.0018,0.09,12,12,0.094,24,24,0.085,7.9e-05,7.9e-05,2.4e-06,0.04,0.04,0.027,0.0025,0.00017,0.0025,0.0025,0.0025,0.0025,1,1,2.3
9290000,0.71,0.0018,-0.014,0.71,-0.031,0.017,-0.14,-0.017,0.013,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.061,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0019,0.0019,0.09,12,12,0.093,26,26,0.085,7.9e-05,7.9e-05,2.4e-06,0.04,0.04,0.025,0.0025,0.00016,0.0025,0.0025,0.0025,0.0025,1,1,2.4
9390000,0.71,0.0018,-0.014,0.71,-0.03,0.017,-0.14,-0.016,0.012,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.065,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0019,0.0019,0.09,10,10,0.093,23,23,0.086,7.9e-05,7.9e-05,2.4e-06,0.04,0.04,0.024,0.0025,0.00016,0.0025,0.0025,0.0025,0.0025,1,1,2.4
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9590000,0.71,0.0019,-0.014,0.71,-0.032,0.018,-0.13,-0.017,0.013,-3.7e+02,-0.0015,-0.0057,-7.5e-05,-7.8e-06,6.8e-06,-0.072,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.002,0.002,0.09,8.9,8.9,0.09,22,22,0.085,7.9e-05,7.9e-05,2.4e-06,0.04,0.04,0.021,0.0025,0.00015,0.0025,0.0025,0.0025,0.0025,1,1,2.4
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11290000,0.71,0.0022,-0.014,0.71,0.0077,0.0078,0.0073,0.0073,-0.0023,-3.7e+02,-0.0015,-0.0055,-7.2e-05,0.00031,0.0029,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0021,0.0021,0.09,0.12,0.12,0.078,0.069,0.069,0.072,6.2e-05,6.2e-05,2.4e-06,0.037,0.037,0.01,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,2.9
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11890000,0.71,0.0022,-0.014,0.71,-0.013,0.013,-0.011,0.00051,0.0017,-3.7e+02,-0.0015,-0.0056,-7.4e-05,0.00043,0.0016,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0014,0.0014,0.09,0.11,0.11,0.037,0.06,0.06,0.063,4.1e-05,4.1e-05,2.4e-06,0.033,0.033,0.01,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3
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12190000,0.71,0.0019,-0.014,0.71,-0.0095,0.013,-0.017,0.0012,0.0019,-3.7e+02,-0.0014,-0.0056,-7.7e-05,0.0016,0.0018,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00099,0.00099,0.09,0.08,0.08,0.028,0.049,0.049,0.059,3.2e-05,3.2e-05,2.4e-06,0.032,0.032,0.01,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.1
12290000,0.71,0.0019,-0.014,0.71,-0.012,0.014,-0.016,0.00011,0.0033,-3.7e+02,-0.0014,-0.0056,-7.7e-05,0.0016,0.0018,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.001,0.001,0.09,0.095,0.095,0.028,0.058,0.058,0.059,3.2e-05,3.2e-05,2.4e-06,0.032,0.032,0.01,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.1
12390000,0.71,0.0016,-0.014,0.71,-0.0067,0.011,-0.015,0.0026,0.0017,-3.7e+02,-0.0013,-0.0056,-7.9e-05,0.0023,0.002,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00088,0.00088,0.09,0.075,0.075,0.026,0.049,0.049,0.057,2.9e-05,2.9e-05,2.4e-06,0.032,0.032,0.01,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.1
12490000,0.71,0.0016,-0.014,0.71,-0.0081,0.013,-0.018,0.0019,0.0029,-3.7e+02,-0.0013,-0.0056,-7.9e-05,0.0023,0.002,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0009,0.00089,0.09,0.088,0.088,0.026,0.058,0.058,0.057,2.9e-05,2.9e-05,2.4e-06,0.032,0.032,0.01,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.2
12590000,0.71,0.0016,-0.014,0.71,-0.015,0.011,-0.023,-0.003,0.0016,-3.7e+02,-0.0013,-0.0057,-7.9e-05,0.0023,0.0015,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00079,0.00079,0.09,0.07,0.07,0.025,0.049,0.049,0.055,2.7e-05,2.7e-05,2.4e-06,0.032,0.032,0.0099,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.2
12690000,0.71,0.0016,-0.014,0.71,-0.016,0.013,-0.027,-0.0046,0.0028,-3.7e+02,-0.0013,-0.0057,-7.9e-05,0.0023,0.0015,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00081,0.00081,0.09,0.081,0.081,0.025,0.057,0.057,0.055,2.7e-05,2.7e-05,2.4e-06,0.032,0.032,0.0098,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.2
12790000,0.71,0.0017,-0.014,0.71,-0.02,0.0098,-0.03,-0.0078,0.0015,-3.7e+02,-0.0013,-0.0057,-8e-05,0.0024,0.0012,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00073,0.00073,0.09,0.065,0.065,0.024,0.048,0.048,0.053,2.5e-05,2.5e-05,2.4e-06,0.032,0.032,0.0097,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.2
12890000,0.71,0.0016,-0.014,0.71,-0.021,0.0099,-0.03,-0.0099,0.0025,-3.7e+02,-0.0013,-0.0057,-8e-05,0.0024,0.0012,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00074,0.00074,0.09,0.075,0.075,0.025,0.057,0.057,0.054,2.5e-05,2.5e-05,2.4e-06,0.032,0.032,0.0096,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.3
12990000,0.71,0.0013,-0.014,0.71,-0.0093,0.0075,-0.03,-0.0014,0.0013,-3.7e+02,-0.0012,-0.0057,-8.2e-05,0.0026,0.0017,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00068,0.00068,0.09,0.061,0.061,0.025,0.048,0.048,0.052,2.3e-05,2.3e-05,2.4e-06,0.032,0.032,0.0094,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.3
13090000,0.71,0.0014,-0.014,0.71,-0.01,0.0079,-0.03,-0.0024,0.002,-3.7e+02,-0.0012,-0.0057,-8.2e-05,0.0026,0.0017,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00069,0.00069,0.09,0.069,0.069,0.025,0.056,0.056,0.052,2.3e-05,2.3e-05,2.4e-06,0.032,0.032,0.0094,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.3
13190000,0.71,0.0011,-0.014,0.71,-0.001,0.0074,-0.027,0.0039,0.0012,-3.7e+02,-0.0012,-0.0057,-8.3e-05,0.0026,0.002,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00064,0.00064,0.09,0.057,0.057,0.025,0.048,0.048,0.051,2.2e-05,2.2e-05,2.4e-06,0.032,0.032,0.0091,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.3
13290000,0.71,0.0012,-0.014,0.71,-0.0013,0.0085,-0.024,0.0038,0.002,-3.7e+02,-0.0012,-0.0057,-8.3e-05,0.0026,0.0021,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00066,0.00066,0.09,0.065,0.065,0.027,0.056,0.056,0.051,2.2e-05,2.2e-05,2.4e-06,0.032,0.032,0.0091,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.4
13390000,0.71,0.001,-0.014,0.71,-0.00029,0.0075,-0.02,0.0028,0.0011,-3.7e+02,-0.0011,-0.0057,-8.4e-05,0.0024,0.0021,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00062,0.00062,0.09,0.053,0.053,0.026,0.048,0.048,0.05,2.1e-05,2.1e-05,2.4e-06,0.032,0.032,0.0088,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.4
13490000,0.71,0.001,-0.014,0.71,-0.0008,0.0078,-0.019,0.0028,0.0019,-3.7e+02,-0.0011,-0.0057,-8.4e-05,0.0024,0.0022,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00063,0.00063,0.09,0.06,0.06,0.028,0.056,0.056,0.05,2.1e-05,2.1e-05,2.4e-06,0.032,0.032,0.0087,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.4
13590000,0.71,0.00099,-0.014,0.71,-0.00037,0.008,-0.021,0.002,0.0011,-3.7e+02,-0.0011,-0.0057,-8.4e-05,0.0023,0.0022,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0006,0.0006,0.09,0.05,0.05,0.028,0.048,0.048,0.05,2e-05,2e-05,2.4e-06,0.032,0.032,0.0084,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.4
13690000,0.71,0.00098,-0.014,0.71,0.00032,0.01,-0.025,0.002,0.002,-3.7e+02,-0.0011,-0.0057,-8.4e-05,0.0023,0.0022,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00061,0.00061,0.09,0.057,0.057,0.029,0.055,0.055,0.05,2e-05,2e-05,2.4e-06,0.032,0.032,0.0083,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.5
13790000,0.71,0.00089,-0.014,0.71,0.001,0.0061,-0.027,0.003,-0.00046,-3.7e+02,-0.0011,-0.0057,-8.5e-05,0.0021,0.0026,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00058,0.00058,0.066,0.047,0.047,0.029,0.047,0.047,0.049,1.9e-05,1.9e-05,2.4e-06,0.032,0.032,0.0079,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.5
13890000,0.71,0.00086,-0.014,0.71,0.0015,0.0064,-0.031,0.0032,0.00014,-3.7e+02,-0.0011,-0.0057,-8.5e-05,0.0021,0.0026,-0.11,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00059,0.00059,0.066,0.053,0.053,0.03,0.055,0.055,0.05,1.9e-05,1.9e-05,2.4e-06,0.032,0.032,0.0078,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.5
13990000,0.71,0.00081,-0.014,0.71,0.0019,0.004,-0.03,0.004,-0.0018,-3.7e+02,-0.0011,-0.0058,-8.6e-05,0.0019,0.0029,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00057,0.00057,0.066,0.045,0.045,0.03,0.047,0.047,0.05,1.8e-05,1.8e-05,2.4e-06,0.031,0.031,0.0074,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.5
14090000,0.71,0.0008,-0.014,0.71,0.002,0.0046,-0.031,0.0042,-0.0014,-3.7e+02,-0.0011,-0.0058,-8.6e-05,0.0019,0.0029,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00058,0.00058,0.066,0.05,0.05,0.031,0.054,0.054,0.05,1.8e-05,1.8e-05,2.4e-06,0.031,0.031,0.0073,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.6
14190000,0.71,0.0007,-0.014,0.71,0.0053,0.0039,-0.033,0.0063,-0.0014,-3.7e+02,-0.001,-0.0058,-8.7e-05,0.0014,0.003,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00056,0.00056,0.066,0.043,0.043,0.03,0.047,0.047,0.05,1.7e-05,1.7e-05,2.4e-06,0.031,0.031,0.0069,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.6
14290000,0.71,0.00072,-0.014,0.71,0.0061,0.0051,-0.032,0.0069,-0.00095,-3.7e+02,-0.001,-0.0058,-8.7e-05,0.0014,0.003,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00057,0.00057,0.066,0.048,0.048,0.031,0.054,0.054,0.051,1.7e-05,1.7e-05,2.4e-06,0.031,0.031,0.0067,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.6
14390000,0.71,0.00064,-0.014,0.71,0.008,0.0059,-0.034,0.0083,-0.001,-3.7e+02,-0.001,-0.0058,-8.8e-05,0.001,0.0031,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00055,0.00055,0.066,0.041,0.041,0.031,0.047,0.047,0.05,1.7e-05,1.7e-05,2.4e-06,0.031,0.031,0.0063,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.6
14490000,0.71,0.00063,-0.014,0.71,0.008,0.0076,-0.037,0.0091,-0.00035,-3.7e+02,-0.001,-0.0058,-8.8e-05,0.001,0.0031,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00056,0.00056,0.066,0.046,0.046,0.032,0.054,0.054,0.051,1.7e-05,1.7e-05,2.4e-06,0.031,0.031,0.0062,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.7
14590000,0.71,0.00064,-0.013,0.71,0.005,0.006,-0.037,0.0057,-0.0019,-3.7e+02,-0.0011,-0.0058,-8.8e-05,0.0015,0.0037,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00055,0.00055,0.066,0.039,0.039,0.031,0.046,0.046,0.051,1.6e-05,1.6e-05,2.4e-06,0.031,0.031,0.0058,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.7
14690000,0.71,0.00061,-0.013,0.71,0.0064,0.0036,-0.034,0.0063,-0.0014,-3.7e+02,-0.0011,-0.0058,-8.8e-05,0.0015,0.0038,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00056,0.00056,0.066,0.044,0.044,0.032,0.053,0.053,0.051,1.6e-05,1.6e-05,2.4e-06,0.031,0.031,0.0056,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.7
14790000,0.71,0.00065,-0.013,0.71,0.0036,0.0019,-0.03,0.0035,-0.0027,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.002,0.0044,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00054,0.00054,0.066,0.038,0.038,0.031,0.046,0.046,0.051,1.5e-05,1.5e-05,2.4e-06,0.03,0.03,0.0053,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.7
14890000,0.71,0.00065,-0.013,0.71,0.0052,0.0034,-0.033,0.004,-0.0024,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.002,0.0044,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00055,0.00055,0.066,0.042,0.042,0.031,0.053,0.053,0.052,1.5e-05,1.5e-05,2.4e-06,0.03,0.03,0.0051,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.8
14990000,0.71,0.00064,-0.013,0.71,0.0042,0.0029,-0.029,0.0031,-0.0021,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0022,0.0046,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00053,0.00053,0.066,0.037,0.037,0.03,0.046,0.046,0.051,1.4e-05,1.4e-05,2.4e-06,0.03,0.03,0.0048,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.8
15090000,0.71,0.00057,-0.013,0.71,0.0047,0.0033,-0.032,0.0035,-0.0018,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0022,0.0045,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00054,0.00054,0.066,0.041,0.041,0.031,0.053,0.053,0.052,1.4e-05,1.4e-05,2.4e-06,0.03,0.03,0.0046,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.8
15190000,0.71,0.00058,-0.013,0.71,0.0042,0.0041,-0.029,0.0028,-0.0015,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0023,0.0047,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00053,0.00052,0.066,0.036,0.036,0.03,0.046,0.046,0.052,1.4e-05,1.4e-05,2.4e-06,0.029,0.029,0.0043,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.8
15290000,0.71,0.00055,-0.013,0.71,0.005,0.0049,-0.027,0.0032,-0.0011,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0023,0.0048,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00054,0.00054,0.066,0.04,0.04,0.03,0.052,0.052,0.052,1.4e-05,1.4e-05,2.4e-06,0.029,0.029,0.0042,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.9
15390000,0.71,0.00055,-0.013,0.71,0.0043,0.0048,-0.025,0.00066,-0.001,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0026,0.005,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00052,0.00052,0.066,0.035,0.035,0.029,0.046,0.046,0.051,1.3e-05,1.3e-05,2.4e-06,0.029,0.029,0.0039,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.9
15490000,0.71,0.00058,-0.013,0.71,0.0058,0.005,-0.025,0.0012,-0.00055,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0026,0.005,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00053,0.00053,0.066,0.039,0.039,0.029,0.052,0.052,0.053,1.3e-05,1.3e-05,2.4e-06,0.029,0.029,0.0037,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.9
15590000,0.71,0.00059,-0.013,0.71,0.004,0.0046,-0.023,-0.0011,-0.0006,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0029,0.0054,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00051,0.00051,0.066,0.034,0.034,0.028,0.045,0.045,0.052,1.2e-05,1.2e-05,2.4e-06,0.028,0.028,0.0035,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,3.9
15690000,0.71,0.0006,-0.013,0.71,0.0045,0.005,-0.024,-0.00068,-0.00011,-3.7e+02,-0.0011,-0.0058,-8.7e-05,0.0029,0.0054,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00052,0.00052,0.066,0.038,0.038,0.028,0.052,0.052,0.052,1.2e-05,1.2e-05,2.4e-06,0.028,0.028,0.0033,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4
15790000,0.71,0.00059,-0.013,0.71,0.0049,0.003,-0.026,-0.00071,-0.0015,-3.7e+02,-0.0011,-0.0059,-8.7e-05,0.003,0.0061,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0005,0.0005,0.066,0.034,0.034,0.027,0.045,0.045,0.051,1.2e-05,1.2e-05,2.4e-06,0.027,0.027,0.0031,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4
15890000,0.71,0.00055,-0.013,0.71,0.0061,0.0031,-0.024,-0.00013,-0.0012,-3.7e+02,-0.0011,-0.0059,-8.7e-05,0.0029,0.0061,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00051,0.00051,0.066,0.037,0.037,0.027,0.051,0.051,0.052,1.2e-05,1.2e-05,2.4e-06,0.027,0.027,0.003,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4
15990000,0.71,0.00052,-0.013,0.71,0.0059,0.0019,-0.02,-0.00031,-0.0024,-3.7e+02,-0.0011,-0.0059,-8.7e-05,0.003,0.0069,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00049,0.00049,0.066,0.033,0.033,0.026,0.045,0.045,0.051,1.1e-05,1.1e-05,2.4e-06,0.026,0.026,0.0028,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4
16090000,0.71,0.00053,-0.013,0.71,0.0079,0.0023,-0.016,0.00036,-0.0022,-3.7e+02,-0.0011,-0.0059,-8.7e-05,0.003,0.0069,-0.12,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0005,0.0005,0.066,0.037,0.037,0.025,0.051,0.051,0.052,1.1e-05,1.1e-05,2.4e-06,0.026,0.026,0.0027,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.1
16190000,0.71,0.00055,-0.013,0.71,0.0079,0.0025,-0.015,5.6e-05,-0.0019,-3.7e+02,-0.0012,-0.0059,-8.7e-05,0.0034,0.0071,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00048,0.00048,0.066,0.033,0.033,0.025,0.045,0.045,0.051,1e-05,1e-05,2.4e-06,0.026,0.026,0.0025,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.1
16290000,0.71,0.00057,-0.013,0.71,0.0097,0.0022,-0.016,0.00094,-0.0017,-3.7e+02,-0.0012,-0.0059,-8.7e-05,0.0034,0.0071,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00049,0.00049,0.066,0.036,0.036,0.024,0.051,0.051,0.052,1e-05,1e-05,2.4e-06,0.026,0.026,0.0024,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.1
16390000,0.71,0.00056,-0.013,0.71,0.0086,0.0014,-0.015,0.00051,-0.0015,-3.7e+02,-0.0012,-0.0059,-8.7e-05,0.0039,0.0074,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00046,0.00046,0.066,0.032,0.032,0.023,0.045,0.045,0.051,9.6e-06,9.6e-06,2.4e-06,0.025,0.025,0.0022,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.1
16490000,0.71,0.00058,-0.013,0.71,0.0081,0.0023,-0.018,0.0013,-0.0013,-3.7e+02,-0.0012,-0.0059,-8.7e-05,0.0039,0.0074,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00047,0.00047,0.066,0.036,0.036,0.023,0.051,0.051,0.052,9.6e-06,9.6e-06,2.4e-06,0.025,0.025,0.0021,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.2
16590000,0.71,0.00079,-0.013,0.71,0.0048,0.0041,-0.018,-0.0016,0.0014,-3.7e+02,-0.0012,-0.0059,-8.5e-05,0.0057,0.0069,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00045,0.00045,0.066,0.032,0.032,0.022,0.045,0.045,0.051,8.9e-06,8.9e-06,2.4e-06,0.024,0.024,0.002,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.2
16690000,0.71,0.00078,-0.013,0.71,0.0052,0.005,-0.015,-0.0011,0.0019,-3.7e+02,-0.0012,-0.0059,-8.5e-05,0.0057,0.0069,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00046,0.00046,0.066,0.035,0.035,0.022,0.051,0.051,0.051,8.9e-06,8.9e-06,2.4e-06,0.024,0.024,0.0019,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.2
16790000,0.71,0.0009,-0.013,0.71,0.002,0.0064,-0.014,-0.0035,0.004,-3.7e+02,-0.0012,-0.0058,-8.4e-05,0.0072,0.0066,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00043,0.00043,0.066,0.031,0.031,0.021,0.045,0.045,0.05,8.3e-06,8.3e-06,2.4e-06,0.023,0.023,0.0018,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.2
16890000,0.71,0.00092,-0.013,0.71,0.002,0.0077,-0.011,-0.0033,0.0046,-3.7e+02,-0.0012,-0.0058,-8.4e-05,0.0072,0.0066,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00044,0.00044,0.066,0.035,0.035,0.021,0.05,0.05,0.051,8.3e-06,8.3e-06,2.4e-06,0.023,0.023,0.0017,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.3
16990000,0.71,0.00091,-0.013,0.71,0.0019,0.0054,-0.011,-0.004,0.0025,-3.7e+02,-0.0013,-0.0059,-8.4e-05,0.0075,0.0078,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00042,0.00042,0.066,0.031,0.031,0.02,0.044,0.044,0.05,7.7e-06,7.7e-06,2.4e-06,0.022,0.022,0.0016,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.3
17090000,0.71,0.00088,-0.013,0.71,0.003,0.0068,-0.01,-0.0038,0.0031,-3.7e+02,-0.0013,-0.0059,-8.4e-05,0.0075,0.0078,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00043,0.00043,0.066,0.034,0.034,0.02,0.05,0.05,0.05,7.7e-06,7.7e-06,2.4e-06,0.022,0.022,0.0016,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.3
17190000,0.71,0.00093,-0.013,0.71,0.0032,0.0065,-0.011,-0.0044,0.0013,-3.7e+02,-0.0013,-0.0059,-8.4e-05,0.0078,0.0089,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0004,0.0004,0.066,0.031,0.031,0.019,0.044,0.044,0.049,7.2e-06,7.2e-06,2.4e-06,0.021,0.021,0.0015,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.3
17290000,0.71,0.00091,-0.013,0.71,0.0056,0.008,-0.0067,-0.004,0.002,-3.7e+02,-0.0013,-0.0059,-8.4e-05,0.0078,0.009,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00041,0.00041,0.066,0.034,0.034,0.019,0.05,0.05,0.049,7.2e-06,7.2e-06,2.4e-06,0.021,0.021,0.0014,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.4
17390000,0.71,0.00092,-0.013,0.71,0.0059,0.0068,-0.0047,-0.0034,0.00031,-3.7e+02,-0.0013,-0.0059,-8.5e-05,0.0076,0.01,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00039,0.00039,0.066,0.03,0.03,0.018,0.044,0.044,0.048,6.6e-06,6.6e-06,2.4e-06,0.02,0.02,0.0013,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.4
17490000,0.71,0.00092,-0.013,0.71,0.0068,0.0068,-0.003,-0.0028,0.00098,-3.7e+02,-0.0013,-0.0059,-8.5e-05,0.0076,0.01,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0004,0.0004,0.066,0.034,0.034,0.018,0.05,0.05,0.049,6.6e-06,6.6e-06,2.4e-06,0.02,0.02,0.0013,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.4
17590000,0.71,0.00087,-0.013,0.71,0.0077,0.0053,0.0025,-0.0025,-0.00054,-3.7e+02,-0.0013,-0.0059,-8.5e-05,0.0076,0.011,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00037,0.00037,0.066,0.03,0.03,0.017,0.044,0.044,0.048,6.1e-06,6.1e-06,2.4e-06,0.019,0.019,0.0012,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.4
17690000,0.71,0.00084,-0.013,0.71,0.0089,0.0064,0.0019,-0.0016,1.4e-05,-3.7e+02,-0.0013,-0.0059,-8.5e-05,0.0076,0.011,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00038,0.00038,0.066,0.033,0.033,0.017,0.05,0.05,0.048,6.1e-06,6.1e-06,2.4e-06,0.019,0.019,0.0012,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.5
17790000,0.71,0.00076,-0.013,0.71,0.011,0.0055,0.00056,-0.0009,-0.00017,-3.7e+02,-0.0013,-0.0059,-8.5e-05,0.0071,0.011,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00036,0.00036,0.066,0.03,0.03,0.016,0.044,0.044,0.048,5.6e-06,5.6e-06,2.4e-06,0.018,0.018,0.0011,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.5
17890000,0.71,0.00077,-0.013,0.71,0.013,0.0052,0.00065,0.00028,0.0004,-3.7e+02,-0.0013,-0.0059,-8.5e-05,0.0071,0.011,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00036,0.00036,0.066,0.033,0.033,0.016,0.05,0.05,0.048,5.6e-06,5.7e-06,2.4e-06,0.018,0.018,0.0011,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.5
17990000,0.71,0.00071,-0.013,0.71,0.014,0.0029,0.0019,0.00061,0.00014,-3.7e+02,-0.0013,-0.006,-8.6e-05,0.0069,0.011,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00034,0.00034,0.066,0.029,0.029,0.016,0.044,0.044,0.047,5.2e-06,5.2e-06,2.4e-06,0.017,0.017,0.00099,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.5
18090000,0.71,0.00072,-0.013,0.71,0.015,0.003,0.0043,0.0021,0.0004,-3.7e+02,-0.0013,-0.006,-8.6e-05,0.0069,0.011,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00035,0.00035,0.066,0.032,0.032,0.016,0.05,0.05,0.047,5.2e-06,5.2e-06,2.4e-06,0.017,0.017,0.00096,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.6
18190000,0.71,0.00069,-0.013,0.71,0.015,0.0036,0.0056,0.0026,0.00033,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0072,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00032,0.00032,0.066,0.029,0.029,0.015,0.044,0.044,0.047,4.8e-06,4.8e-06,2.4e-06,0.016,0.016,0.00091,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.6
18290000,0.71,0.00063,-0.013,0.71,0.016,0.0033,0.0068,0.0042,0.00068,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0071,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00033,0.00033,0.066,0.032,0.032,0.015,0.05,0.05,0.046,4.8e-06,4.8e-06,2.4e-06,0.016,0.016,0.00088,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.6
18390000,0.71,0.00066,-0.013,0.71,0.017,0.0045,0.008,0.0044,0.0006,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0074,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00031,0.00031,0.066,0.028,0.028,0.014,0.044,0.044,0.046,4.4e-06,4.4e-06,2.4e-06,0.015,0.015,0.00083,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.6
18490000,0.71,0.00068,-0.013,0.71,0.018,0.0052,0.0076,0.0062,0.0011,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0074,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00031,0.00031,0.066,0.031,0.031,0.014,0.05,0.05,0.046,4.4e-06,4.4e-06,2.4e-06,0.015,0.015,0.00081,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7
18590000,0.71,0.00072,-0.013,0.71,0.017,0.0049,0.0057,0.0049,0.00079,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0083,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00029,0.00029,0.066,0.028,0.028,0.014,0.044,0.044,0.045,4e-06,4.1e-06,2.4e-06,0.014,0.014,0.00076,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7
18690000,0.71,0.00068,-0.013,0.71,0.017,0.0045,0.0038,0.0065,0.0013,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0083,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0003,0.0003,0.066,0.031,0.031,0.013,0.049,0.049,0.045,4e-06,4.1e-06,2.4e-06,0.014,0.014,0.00074,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7
18790000,0.71,0.00074,-0.013,0.71,0.015,0.0044,0.0035,0.0052,0.001,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0091,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00028,0.00028,0.066,0.027,0.027,0.013,0.044,0.044,0.045,3.7e-06,3.7e-06,2.4e-06,0.014,0.014,0.00071,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7
18890000,0.71,0.00077,-0.013,0.71,0.016,0.0051,0.0041,0.0068,0.0016,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0091,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00028,0.00028,0.066,0.03,0.03,0.013,0.049,0.049,0.045,3.7e-06,3.7e-06,2.4e-06,0.014,0.014,0.00068,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8
18990000,0.71,0.00076,-0.013,0.71,0.017,0.0056,0.0028,0.0077,0.0012,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.009,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00027,0.00027,0.066,0.027,0.027,0.012,0.044,0.044,0.044,3.4e-06,3.4e-06,2.4e-06,0.013,0.013,0.00065,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8
19090000,0.71,0.00075,-0.013,0.71,0.018,0.0065,0.0058,0.0095,0.0019,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.009,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00027,0.00027,0.066,0.029,0.029,0.012,0.049,0.049,0.044,3.4e-06,3.4e-06,2.4e-06,0.013,0.013,0.00063,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8
19190000,0.71,0.00077,-0.012,0.71,0.018,0.006,0.0059,0.0099,0.0015,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0089,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00025,0.00025,0.066,0.026,0.026,0.012,0.044,0.044,0.044,3.1e-06,3.2e-06,2.4e-06,0.012,0.012,0.0006,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8
19290000,0.71,0.00079,-0.012,0.71,0.018,0.0055,0.0086,0.012,0.0021,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0089,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00026,0.00026,0.066,0.029,0.029,0.012,0.049,0.049,0.044,3.1e-06,3.2e-06,2.4e-06,0.012,0.012,0.00059,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19390000,0.71,0.00084,-0.012,0.71,0.016,0.0042,0.012,0.0095,0.0016,-3.7e+02,-0.0013,-0.006,-8.4e-05,0.0098,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00024,0.00024,0.066,0.026,0.026,0.012,0.043,0.043,0.043,2.9e-06,2.9e-06,2.4e-06,0.012,0.012,0.00056,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19490000,0.71,0.00086,-0.012,0.71,0.015,0.0037,0.0088,0.011,0.002,-3.7e+02,-0.0013,-0.006,-8.4e-05,0.0098,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00025,0.00025,0.066,0.028,0.028,0.011,0.049,0.049,0.043,2.9e-06,2.9e-06,2.4e-06,0.012,0.012,0.00055,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19590000,0.71,0.00094,-0.012,0.71,0.013,0.0023,0.0081,0.009,0.0016,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.01,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00023,0.00023,0.066,0.025,0.025,0.011,0.043,0.043,0.042,2.7e-06,2.7e-06,2.4e-06,0.011,0.011,0.00052,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19690000,0.71,0.00094,-0.012,0.71,0.013,0.00031,0.0096,0.01,0.0017,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.01,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00023,0.00023,0.066,0.028,0.028,0.011,0.049,0.049,0.042,2.7e-06,2.7e-06,2.4e-06,0.011,0.011,0.00051,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5
19790000,0.71,0.001,-0.012,0.71,0.011,-0.00093,0.01,0.0084,0.0014,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.011,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00022,0.00022,0.066,0.025,0.025,0.011,0.043,0.043,0.042,2.5e-06,2.5e-06,2.4e-06,0.011,0.011,0.00049,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5
19890000,0.71,0.00098,-0.012,0.71,0.0097,-0.001,0.011,0.0094,0.0013,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.011,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00022,0.00022,0.066,0.027,0.027,0.011,0.049,0.049,0.042,2.5e-06,2.5e-06,2.4e-06,0.011,0.011,0.00048,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5
19990000,0.71,0.00098,-0.012,0.71,0.007,-0.0021,0.014,0.0077,0.00099,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.012,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00021,0.00021,0.066,0.024,0.024,0.01,0.043,0.043,0.041,2.3e-06,2.3e-06,2.4e-06,0.01,0.01,0.00046,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5
20090000,0.71,0.00098,-0.012,0.71,0.0069,-0.0039,0.014,0.0084,0.00071,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.012,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00021,0.00021,0.066,0.026,0.026,0.01,0.048,0.048,0.042,2.3e-06,2.3e-06,2.4e-06,0.01,0.01,0.00045,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5.1
20190000,0.71,0.0011,-0.012,0.71,0.0044,-0.0049,0.017,0.0059,0.0006,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.012,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0002,0.0002,0.066,0.024,0.024,0.01,0.043,0.043,0.041,2.1e-06,2.1e-06,2.4e-06,0.0097,0.0097,0.00043,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5.1
20290000,0.71,0.0011,-0.012,0.71,0.0034,-0.0063,0.015,0.0063,3.9e-05,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.012,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0002,0.0002,0.066,0.026,0.026,0.0099,0.048,0.048,0.041,2.1e-06,2.1e-06,2.4e-06,0.0097,0.0097,0.00042,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5.1
20390000,0.71,0.0011,-0.012,0.71,0.00074,-0.0073,0.017,0.0041,6.5e-05,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.013,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00019,0.00019,0.066,0.023,0.023,0.0097,0.043,0.043,0.041,1.9e-06,1.9e-06,2.4e-06,0.0092,0.0093,0.00041,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5.1
20490000,0.71,0.0011,-0.012,0.71,0.00044,-0.0078,0.016,0.0041,-0.00069,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.013,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00019,0.00019,0.066,0.025,0.025,0.0096,0.048,0.048,0.041,1.9e-06,1.9e-06,2.4e-06,0.0092,0.0093,0.0004,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5.2
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12990000,0.71,0.001,-0.013,0.71,-0.009,0.0019,-0.039,-0.0018,0.0005,-3.7e+02,-0.0011,-0.0059,-9.9e-05,-0.0038,0.0081,-0.1,0.21,-2.7e-06,0.43,-0.00018,0.00058,-0.0002,0,0,-3.6e+02,0.0003,0.00031,0.037,0.051,0.053,0.037,0.047,0.047,0.055,5.7e-06,9.9e-06,2.3e-06,0.016,0.02,0.01,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,3.3
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15890000,0.71,0.0002,-0.013,0.71,0.0088,0.0021,-0.028,0.0011,-0.0014,-3.7e+02,-0.0011,-0.0059,-8.8e-05,-0.0018,0.0057,-0.12,0.21,-1.1e-06,0.43,-0.00018,0.00057,-6e-05,0,0,-3.6e+02,0.00015,0.00015,0.037,0.025,0.027,0.026,0.048,0.049,0.053,2.1e-06,3.8e-06,2.3e-06,0.008,0.011,0.0027,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4
15990000,0.71,0.00018,-0.013,0.71,0.0086,0.0022,-0.024,0.00076,-0.0019,-3.7e+02,-0.0011,-0.0059,-8.4e-05,-0.0012,0.0049,-0.12,0.21,-9.8e-07,0.43,-0.00018,0.00058,-4.2e-05,0,0,-3.6e+02,0.00015,0.00015,0.037,0.022,0.024,0.025,0.043,0.043,0.052,2.1e-06,3.6e-06,2.3e-06,0.0079,0.01,0.0025,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4
16090000,0.71,0.00021,-0.013,0.71,0.011,0.0039,-0.02,0.0016,-0.0011,-3.7e+02,-0.0011,-0.0058,-8e-05,-0.00043,0.0037,-0.12,0.21,-7.1e-07,0.43,-0.00016,0.00063,-2.6e-05,0,0,-3.6e+02,0.00015,0.00015,0.037,0.024,0.026,0.024,0.048,0.048,0.052,2e-06,3.6e-06,2.3e-06,0.0078,0.01,0.0024,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.1
16190000,0.71,0.00026,-0.013,0.71,0.01,0.0041,-0.019,0.001,-0.00095,-3.7e+02,-0.0011,-0.0058,-7.9e-05,0.00031,0.0039,-0.12,0.21,-1e-06,0.43,-0.00017,0.00063,-2.1e-05,0,0,-3.6e+02,0.00015,0.00014,0.037,0.021,0.023,0.023,0.043,0.043,0.052,2e-06,3.4e-06,2.3e-06,0.0077,0.01,0.0022,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.1
16290000,0.71,0.00028,-0.014,0.71,0.012,0.0052,-0.02,0.0023,5.7e-05,-3.7e+02,-0.0011,-0.0058,-7.5e-05,0.00063,0.0026,-0.12,0.21,-5.6e-07,0.43,-0.00015,0.00065,-5.9e-06,0,0,-3.6e+02,0.00015,0.00014,0.037,0.023,0.025,0.023,0.047,0.048,0.052,1.9e-06,3.4e-06,2.3e-06,0.0076,0.01,0.0021,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.1
16390000,0.71,0.00033,-0.013,0.71,0.01,0.0037,-0.019,0.0013,-0.00022,-3.7e+02,-0.0011,-0.0058,-7.6e-05,0.0018,0.0038,-0.12,0.21,-1.3e-06,0.43,-0.00018,0.00064,-2e-06,0,0,-3.6e+02,0.00014,0.00014,0.037,0.02,0.022,0.022,0.042,0.043,0.051,1.9e-06,3.2e-06,2.3e-06,0.0075,0.0098,0.002,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.1
16490000,0.71,0.00042,-0.013,0.71,0.0088,0.005,-0.022,0.0018,0.00032,-3.7e+02,-0.0011,-0.0058,-7.5e-05,0.0026,0.0039,-0.12,0.21,-1.6e-06,0.43,-0.00019,0.00064,1.2e-05,0,0,-3.6e+02,0.00014,0.00014,0.037,0.022,0.024,0.022,0.047,0.048,0.052,1.8e-06,3.2e-06,2.3e-06,0.0074,0.0097,0.0019,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.2
16590000,0.71,0.00053,-0.013,0.71,0.0068,0.0059,-0.023,-0.00051,0.0023,-3.7e+02,-0.0012,-0.0058,-7.6e-05,0.0028,0.0036,-0.12,0.21,-1.6e-06,0.43,-0.00017,0.00063,7.8e-06,0,0,-3.6e+02,0.00014,0.00014,0.037,0.02,0.022,0.021,0.042,0.042,0.05,1.8e-06,3.1e-06,2.3e-06,0.0073,0.0095,0.0018,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.2
16690000,0.71,0.00049,-0.013,0.71,0.0076,0.0062,-0.019,0.00033,0.0026,-3.7e+02,-0.0012,-0.0058,-7.9e-05,0.0022,0.0043,-0.12,0.21,-1.8e-06,0.43,-0.00018,0.00062,-3.3e-06,0,0,-3.6e+02,0.00014,0.00014,0.037,0.021,0.024,0.021,0.047,0.047,0.051,1.7e-06,3e-06,2.3e-06,0.0072,0.0094,0.0017,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.2
16790000,0.71,0.00049,-0.013,0.71,0.0058,0.0069,-0.018,-0.0016,0.0042,-3.7e+02,-0.0012,-0.0058,-8e-05,0.002,0.004,-0.12,0.21,-1.7e-06,0.43,-0.00016,0.00063,-1.6e-05,0,0,-3.6e+02,0.00014,0.00013,0.037,0.019,0.021,0.02,0.042,0.042,0.05,1.7e-06,2.9e-06,2.3e-06,0.0071,0.0092,0.0016,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.2
16890000,0.71,0.00054,-0.013,0.71,0.0055,0.0078,-0.016,-0.0013,0.0047,-3.7e+02,-0.0012,-0.0058,-8.2e-05,0.0023,0.0046,-0.13,0.21,-2e-06,0.43,-0.00017,0.00062,-1.2e-05,0,0,-3.6e+02,0.00014,0.00013,0.037,0.02,0.023,0.02,0.046,0.047,0.05,1.6e-06,2.8e-06,2.3e-06,0.007,0.0091,0.0016,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.3
16990000,0.71,0.00051,-0.013,0.71,0.0055,0.0055,-0.015,-0.0021,0.0025,-3.7e+02,-0.0012,-0.0059,-8.2e-05,0.0022,0.0056,-0.13,0.21,-2.5e-06,0.43,-0.00019,0.00061,-2.2e-05,0,0,-3.6e+02,0.00013,0.00013,0.037,0.018,0.021,0.019,0.041,0.042,0.049,1.6e-06,2.7e-06,2.3e-06,0.0069,0.009,0.0015,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.3
17090000,0.71,0.00055,-0.013,0.71,0.0058,0.0071,-0.015,-0.002,0.0032,-3.7e+02,-0.0012,-0.0059,-8.1e-05,0.0032,0.0059,-0.13,0.21,-2.8e-06,0.43,-0.0002,0.00061,-1e-05,0,0,-3.6e+02,0.00014,0.00013,0.037,0.02,0.022,0.019,0.046,0.047,0.049,1.5e-06,2.7e-06,2.3e-06,0.0068,0.0089,0.0014,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.3
17190000,0.71,0.00061,-0.013,0.71,0.0059,0.008,-0.016,-0.0028,0.0021,-3.7e+02,-0.0012,-0.0059,-7.7e-05,0.004,0.0059,-0.13,0.21,-3.1e-06,0.43,-0.0002,0.00062,-7.9e-06,0,0,-3.6e+02,0.00013,0.00013,0.037,0.018,0.02,0.018,0.041,0.042,0.049,1.5e-06,2.6e-06,2.3e-06,0.0067,0.0087,0.0013,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.3
17290000,0.71,0.00063,-0.013,0.71,0.0077,0.0088,-0.011,-0.0026,0.0025,-3.7e+02,-0.0012,-0.0059,-7.9e-05,0.0043,0.0068,-0.13,0.21,-3.5e-06,0.43,-0.00022,0.00061,-5.3e-06,0,0,-3.6e+02,0.00013,0.00013,0.037,0.019,0.022,0.018,0.045,0.046,0.049,1.5e-06,2.5e-06,2.3e-06,0.0067,0.0086,0.0013,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.4
17390000,0.71,0.00068,-0.013,0.71,0.0075,0.0092,-0.0095,-0.0024,0.0016,-3.7e+02,-0.0012,-0.0059,-7.3e-05,0.0051,0.0066,-0.13,0.21,-3.6e-06,0.43,-0.00024,0.00061,1.3e-05,0,0,-3.6e+02,0.00013,0.00012,0.037,0.017,0.02,0.017,0.041,0.041,0.048,1.4e-06,2.4e-06,2.2e-06,0.0066,0.0085,0.0012,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.4
17490000,0.71,0.00063,-0.013,0.71,0.0091,0.0093,-0.0078,-0.0012,0.0025,-3.7e+02,-0.0012,-0.0059,-7.3e-05,0.0045,0.0064,-0.13,0.21,-3.4e-06,0.43,-0.00023,0.00061,7.6e-06,0,0,-3.6e+02,0.00013,0.00012,0.037,0.019,0.021,0.017,0.045,0.046,0.049,1.4e-06,2.4e-06,2.2e-06,0.0065,0.0084,0.0012,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.4
17590000,0.71,0.0006,-0.013,0.71,0.0099,0.0085,-0.0024,-0.001,0.0013,-3.7e+02,-0.0012,-0.0059,-7e-05,0.0048,0.0066,-0.13,0.21,-3.7e-06,0.43,-0.00024,0.00061,4.9e-06,0,0,-3.6e+02,0.00013,0.00012,0.037,0.017,0.019,0.017,0.04,0.041,0.048,1.4e-06,2.3e-06,2.2e-06,0.0064,0.0082,0.0011,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.4
17690000,0.71,0.00058,-0.013,0.71,0.011,0.01,-0.003,1.7e-05,0.0023,-3.7e+02,-0.0012,-0.0059,-6.9e-05,0.0049,0.0064,-0.13,0.21,-3.6e-06,0.43,-0.00024,0.00061,1.3e-05,0,0,-3.6e+02,0.00013,0.00012,0.037,0.018,0.021,0.016,0.045,0.046,0.048,1.3e-06,2.3e-06,2.2e-06,0.0064,0.0082,0.0011,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.5
17790000,0.71,0.00056,-0.013,0.71,0.012,0.011,-0.0042,1.3e-05,0.0029,-3.7e+02,-0.0012,-0.0058,-6e-05,0.0059,0.0053,-0.13,0.21,-3.6e-06,0.43,-0.00024,0.00064,2.2e-05,0,0,-3.6e+02,0.00013,0.00012,0.037,0.016,0.019,0.016,0.04,0.041,0.047,1.3e-06,2.2e-06,2.2e-06,0.0063,0.008,0.001,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.5
17890000,0.71,0.00055,-0.013,0.71,0.015,0.012,-0.0041,0.0016,0.0045,-3.7e+02,-0.0012,-0.0058,-5.7e-05,0.0057,0.0046,-0.13,0.21,-3.3e-06,0.43,-0.00024,0.00064,2.7e-05,0,0,-3.6e+02,0.00013,0.00012,0.037,0.018,0.02,0.016,0.044,0.045,0.047,1.3e-06,2.2e-06,2.2e-06,0.0062,0.008,0.00097,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.5
17990000,0.71,0.00049,-0.013,0.71,0.016,0.0091,-0.0027,0.0018,0.0036,-3.7e+02,-0.0012,-0.0058,-5.6e-05,0.0054,0.0049,-0.13,0.21,-3.4e-06,0.43,-0.00024,0.00064,2.4e-05,0,0,-3.6e+02,0.00012,0.00012,0.037,0.016,0.019,0.015,0.04,0.041,0.046,1.2e-06,2.1e-06,2.2e-06,0.0062,0.0078,0.00092,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.5
18090000,0.71,0.00048,-0.013,0.71,0.017,0.0083,-0.00045,0.0035,0.0037,-3.7e+02,-0.0012,-0.0059,-6.2e-05,0.0049,0.0059,-0.13,0.21,-3.5e-06,0.43,-0.00026,0.00061,1.9e-05,0,0,-3.6e+02,0.00012,0.00012,0.037,0.017,0.02,0.015,0.044,0.045,0.047,1.2e-06,2.1e-06,2.2e-06,0.0061,0.0078,0.00089,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.6
18190000,0.71,0.00044,-0.013,0.71,0.018,0.0093,0.001,0.0041,0.0036,-3.7e+02,-0.0012,-0.0059,-5.7e-05,0.0051,0.0056,-0.13,0.21,-3.6e-06,0.43,-0.00025,0.00062,2e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.018,0.014,0.04,0.04,0.046,1.2e-06,2e-06,2.2e-06,0.0061,0.0076,0.00085,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.6
18290000,0.71,0.00035,-0.013,0.71,0.018,0.0088,0.0022,0.0061,0.0041,-3.7e+02,-0.0012,-0.0059,-6e-05,0.0047,0.0059,-0.13,0.21,-3.6e-06,0.43,-0.00025,0.00061,1.4e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.017,0.02,0.014,0.044,0.045,0.046,1.2e-06,2e-06,2.2e-06,0.006,0.0076,0.00082,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.6
18390000,0.71,0.00032,-0.013,0.71,0.02,0.011,0.0035,0.0068,0.0042,-3.7e+02,-0.0012,-0.0059,-5.4e-05,0.0045,0.0051,-0.13,0.21,-3.4e-06,0.43,-0.00024,0.00062,1.6e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.015,0.018,0.014,0.039,0.04,0.045,1.1e-06,1.9e-06,2.2e-06,0.0059,0.0074,0.00078,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.6
18490000,0.71,0.00038,-0.013,0.71,0.021,0.012,0.0031,0.0085,0.0055,-3.7e+02,-0.0012,-0.0059,-5.3e-05,0.005,0.0052,-0.13,0.21,-3.5e-06,0.43,-0.00025,0.00063,1.9e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.02,0.014,0.043,0.045,0.045,1.1e-06,1.9e-06,2.2e-06,0.0059,0.0074,0.00076,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
18590000,0.71,0.00039,-0.013,0.71,0.02,0.013,0.0014,0.0074,0.0054,-3.7e+02,-0.0012,-0.0058,-4.5e-05,0.0058,0.0047,-0.13,0.21,-3.7e-06,0.43,-0.00025,0.00065,2.5e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.015,0.018,0.013,0.039,0.04,0.045,1.1e-06,1.8e-06,2.2e-06,0.0058,0.0073,0.00072,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
18690000,0.71,0.00031,-0.013,0.71,0.022,0.013,-0.00039,0.01,0.0065,-3.7e+02,-0.0012,-0.0059,-4.7e-05,0.0051,0.0047,-0.13,0.21,-3.5e-06,0.43,-0.00025,0.00064,1.8e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.019,0.013,0.043,0.044,0.045,1e-06,1.8e-06,2.2e-06,0.0058,0.0072,0.0007,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
18790000,0.71,0.00032,-0.013,0.71,0.021,0.012,-0.00061,0.0087,0.0054,-3.7e+02,-0.0012,-0.0059,-4.6e-05,0.0053,0.0053,-0.13,0.21,-3.8e-06,0.43,-0.00025,0.00063,1.5e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.015,0.018,0.013,0.039,0.04,0.044,1e-06,1.7e-06,2.2e-06,0.0057,0.0071,0.00067,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
18890000,0.71,0.00041,-0.013,0.71,0.021,0.014,1.9e-05,0.01,0.0075,-3.7e+02,-0.0012,-0.0058,-4e-05,0.0062,0.0047,-0.13,0.21,-3.9e-06,0.43,-0.00026,0.00065,2.9e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.019,0.013,0.043,0.044,0.044,1e-06,1.7e-06,2.2e-06,0.0057,0.007,0.00065,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
18990000,0.71,0.00046,-0.013,0.71,0.021,0.015,-0.0012,0.01,0.0068,-3.7e+02,-0.0013,-0.0058,-3.4e-05,0.0069,0.0049,-0.13,0.21,-4.2e-06,0.43,-0.00027,0.00066,3e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.015,0.017,0.012,0.039,0.04,0.044,9.7e-07,1.6e-06,2.2e-06,0.0056,0.0069,0.00062,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
19090000,0.71,0.00051,-0.013,0.71,0.021,0.016,0.0018,0.012,0.0084,-3.7e+02,-0.0013,-0.0058,-3.4e-05,0.0075,0.0052,-0.13,0.21,-4.4e-06,0.43,-0.00028,0.00066,3.4e-05,0,0,-3.6e+02,0.00011,0.0001,0.037,0.016,0.019,0.012,0.042,0.044,0.044,9.6e-07,1.6e-06,2.2e-06,0.0056,0.0069,0.0006,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
19190000,0.71,0.00056,-0.013,0.71,0.02,0.016,0.0019,0.012,0.0076,-3.7e+02,-0.0013,-0.0059,-2.7e-05,0.008,0.0054,-0.13,0.21,-4.6e-06,0.43,-0.0003,0.00067,3.7e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.014,0.017,0.012,0.038,0.04,0.043,9.3e-07,1.5e-06,2.1e-06,0.0055,0.0068,0.00058,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
19290000,0.71,0.00058,-0.013,0.71,0.02,0.015,0.0046,0.013,0.0088,-3.7e+02,-0.0013,-0.0059,-3e-05,0.0078,0.0058,-0.13,0.21,-4.7e-06,0.43,-0.00031,0.00066,4e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.015,0.019,0.012,0.042,0.044,0.043,9.2e-07,1.5e-06,2.1e-06,0.0055,0.0067,0.00056,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
19390000,0.71,0.00054,-0.013,0.71,0.019,0.014,0.0084,0.012,0.0079,-3.7e+02,-0.0013,-0.0059,-2.4e-05,0.0078,0.0056,-0.13,0.21,-4.7e-06,0.43,-0.0003,0.00065,3.5e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.014,0.017,0.011,0.038,0.04,0.043,8.9e-07,1.5e-06,2.1e-06,0.0054,0.0066,0.00054,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
19490000,0.71,0.00056,-0.013,0.71,0.019,0.015,0.0049,0.014,0.01,-3.7e+02,-0.0013,-0.0058,-1.8e-05,0.0078,0.0049,-0.13,0.21,-4.6e-06,0.43,-0.00029,0.00066,3.8e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.015,0.018,0.011,0.042,0.044,0.043,8.8e-07,1.4e-06,2.1e-06,0.0054,0.0066,0.00052,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
19590000,0.71,0.00063,-0.013,0.71,0.017,0.015,0.0043,0.012,0.0095,-3.7e+02,-0.0013,-0.0058,-6.7e-06,0.0086,0.0047,-0.13,0.21,-4.7e-06,0.43,-0.0003,0.00068,4.7e-05,0,0,-3.6e+02,0.00011,9.8e-05,0.036,0.014,0.017,0.011,0.038,0.039,0.042,8.5e-07,1.4e-06,2.1e-06,0.0053,0.0065,0.0005,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
19690000,0.71,0.00067,-0.013,0.71,0.017,0.013,0.0059,0.013,0.01,-3.7e+02,-0.0013,-0.0059,-1e-05,0.0089,0.0053,-0.13,0.21,-5e-06,0.43,-0.00031,0.00068,3.9e-05,0,0,-3.6e+02,0.00011,9.8e-05,0.036,0.015,0.018,0.011,0.042,0.043,0.042,8.4e-07,1.4e-06,2.1e-06,0.0053,0.0064,0.00049,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
19790000,0.71,0.00075,-0.013,0.71,0.014,0.011,0.0064,0.011,0.009,-3.7e+02,-0.0013,-0.0059,-5.6e-06,0.0094,0.0057,-0.13,0.21,-5.3e-06,0.43,-0.00031,0.00068,3.7e-05,0,0,-3.6e+02,0.00011,9.6e-05,0.036,0.014,0.017,0.01,0.038,0.039,0.042,8.2e-07,1.3e-06,2.1e-06,0.0053,0.0063,0.00047,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
19890000,0.71,0.00066,-0.013,0.71,0.015,0.013,0.0076,0.014,0.011,-3.7e+02,-0.0013,-0.0058,2.5e-06,0.0092,0.0046,-0.13,0.21,-4.9e-06,0.43,-0.00031,0.00069,4.5e-05,0,0,-3.6e+02,0.00011,9.6e-05,0.036,0.015,0.018,0.01,0.041,0.043,0.042,8.1e-07,1.3e-06,2.1e-06,0.0052,0.0063,0.00046,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
19990000,0.71,0.00063,-0.013,0.7,0.013,0.013,0.01,0.012,0.011,-3.7e+02,-0.0013,-0.0058,1.8e-05,0.0095,0.0038,-0.13,0.21,-4.8e-06,0.43,-0.00031,0.0007,5e-05,0,0,-3.6e+02,0.0001,9.4e-05,0.036,0.014,0.017,0.01,0.038,0.039,0.041,7.8e-07,1.2e-06,2.1e-06,0.0052,0.0062,0.00044,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
20090000,0.71,0.00066,-0.013,0.7,0.013,0.013,0.011,0.013,0.013,-3.7e+02,-0.0013,-0.0058,2.8e-05,0.01,0.0031,-0.13,0.21,-4.8e-06,0.43,-0.00032,0.00072,6.1e-05,0,0,-3.6e+02,0.00011,9.4e-05,0.036,0.014,0.018,0.01,0.041,0.043,0.041,7.8e-07,1.2e-06,2.1e-06,0.0052,0.0062,0.00043,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.1
20190000,0.71,0.0007,-0.013,0.7,0.012,0.012,0.013,0.011,0.012,-3.7e+02,-0.0013,-0.0058,3.7e-05,0.0099,0.0028,-0.13,0.21,-4.7e-06,0.43,-0.00031,0.00072,6.1e-05,0,0,-3.6e+02,0.0001,9.2e-05,0.036,0.013,0.016,0.0098,0.037,0.039,0.041,7.5e-07,1.2e-06,2.1e-06,0.0051,0.0061,0.00042,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.1
20290000,0.71,0.0007,-0.013,0.7,0.01,0.012,0.011,0.012,0.013,-3.7e+02,-0.0013,-0.0058,4.1e-05,0.01,0.0027,-0.13,0.21,-4.8e-06,0.43,-0.00032,0.00074,6.2e-05,0,0,-3.6e+02,0.0001,9.2e-05,0.036,0.014,0.018,0.0097,0.041,0.043,0.041,7.5e-07,1.2e-06,2.1e-06,0.0051,0.006,0.0004,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.1
20390000,0.71,0.00066,-0.013,0.7,0.0086,0.0097,0.013,0.01,0.012,-3.7e+02,-0.0013,-0.0058,4.5e-05,0.01,0.0028,-0.13,0.21,-4.8e-06,0.43,-0.00031,0.00073,5.2e-05,0,0,-3.6e+02,0.0001,9.1e-05,0.036,0.013,0.016,0.0095,0.037,0.039,0.04,7.3e-07,1.1e-06,2e-06,0.005,0.0059,0.00039,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.1
20490000,0.71,0.00071,-0.013,0.7,0.0087,0.0097,0.013,0.011,0.012,-3.7e+02,-0.0013,-0.0058,4.2e-05,0.01,0.003,-0.13,0.21,-4.8e-06,0.43,-0.00031,0.00072,5.1e-05,0,0,-3.6e+02,0.0001,9.1e-05,0.036,0.014,0.017,0.0094,0.041,0.043,0.04,7.2e-07,1.1e-06,2e-06,0.005,0.0059,0.00038,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.2
20590000,0.71,0.00074,-0.013,0.7,0.0078,0.0076,0.0099,0.0091,0.01,-3.7e+02,-0.0013,-0.0058,4.3e-05,0.01,0.0036,-0.13,0.21,-5e-06,0.43,-0.00031,0.00072,5e-05,0,0,-3.6e+02,9.9e-05,8.9e-05,0.036,0.013,0.016,0.0092,0.037,0.039,0.04,7e-07,1.1e-06,2e-06,0.005,0.0058,0.00037,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.2
20690000,0.71,0.00077,-0.013,0.7,0.0084,0.0077,0.011,0.01,0.011,-3.7e+02,-0.0013,-0.0058,4.6e-05,0.01,0.0034,-0.13,0.21,-5e-06,0.43,-0.00031,0.00072,5.2e-05,0,0,-3.6e+02,0.0001,8.9e-05,0.036,0.014,0.017,0.0092,0.041,0.043,0.04,6.9e-07,1.1e-06,2e-06,0.0049,0.0058,0.00036,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.2
20790000,0.71,0.00081,-0.013,0.7,0.0063,0.0072,0.012,0.0084,0.01,-3.7e+02,-0.0013,-0.0058,5.1e-05,0.011,0.0035,-0.13,0.21,-5e-06,0.43,-0.00032,0.00073,4.6e-05,0,0,-3.6e+02,9.8e-05,8.7e-05,0.036,0.013,0.016,0.009,0.037,0.039,0.039,6.7e-07,1e-06,2e-06,0.0049,0.0057,0.00035,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.2
20890000,0.71,0.00082,-0.013,0.7,0.0062,0.0068,0.011,0.009,0.011,-3.7e+02,-0.0013,-0.0058,5.9e-05,0.011,0.0031,-0.13,0.21,-5e-06,0.43,-0.00033,0.00074,5.2e-05,0,0,-3.6e+02,9.8e-05,8.8e-05,0.036,0.014,0.017,0.0089,0.04,0.043,0.039,6.6e-07,1e-06,2e-06,0.0049,0.0057,0.00034,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.3
20990000,0.71,0.00084,-0.013,0.7,0.0044,0.0045,0.011,0.009,0.01,-3.7e+02,-0.0013,-0.0058,6.3e-05,0.011,0.0033,-0.13,0.21,-5e-06,0.43,-0.00034,0.00075,4.9e-05,0,0,-3.6e+02,9.6e-05,8.6e-05,0.036,0.013,0.016,0.0087,0.037,0.039,0.039,6.5e-07,9.9e-07,2e-06,0.0048,0.0056,0.00033,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.3
21090000,0.71,0.00081,-0.013,0.7,0.0054,0.0037,0.012,0.01,0.011,-3.7e+02,-0.0013,-0.0058,6.8e-05,0.011,0.0029,-0.13,0.21,-4.9e-06,0.43,-0.00033,0.00075,4.6e-05,0,0,-3.6e+02,9.7e-05,8.6e-05,0.036,0.014,0.017,0.0087,0.04,0.043,0.039,6.4e-07,9.8e-07,2e-06,0.0048,0.0056,0.00033,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.3
21190000,0.71,0.00082,-0.013,0.7,0.0057,0.0028,0.011,0.011,0.0091,-3.7e+02,-0.0013,-0.0058,6.8e-05,0.011,0.0031,-0.13,0.21,-4.9e-06,0.43,-0.00033,0.00075,4.3e-05,0,0,-3.6e+02,9.4e-05,8.4e-05,0.036,0.013,0.016,0.0085,0.037,0.039,0.039,6.2e-07,9.4e-07,1.9e-06,0.0048,0.0055,0.00032,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.3
21290000,0.71,0.0009,-0.013,0.7,0.005,0.0029,0.013,0.011,0.01,-3.7e+02,-0.0013,-0.0058,7.9e-05,0.011,0.0026,-0.13,0.21,-4.9e-06,0.43,-0.00034,0.00077,4.7e-05,0,0,-3.6e+02,9.5e-05,8.5e-05,0.036,0.014,0.017,0.0084,0.04,0.043,0.038,6.2e-07,9.4e-07,1.9e-06,0.0048,0.0055,0.00031,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.4
21390000,0.71,0.00088,-0.013,0.7,0.004,0.00086,0.013,0.0095,0.0093,-3.7e+02,-0.0013,-0.0058,7.4e-05,0.011,0.0028,-0.13,0.21,-5e-06,0.43,-0.00033,0.00076,4.7e-05,0,0,-3.6e+02,9.3e-05,8.3e-05,0.036,0.013,0.016,0.0083,0.037,0.039,0.038,6e-07,9e-07,1.9e-06,0.0047,0.0054,0.0003,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.4
21490000,0.71,0.00088,-0.013,0.7,0.0045,0.0013,0.013,0.01,0.0098,-3.7e+02,-0.0013,-0.0058,7.9e-05,0.011,0.0024,-0.13,0.21,-5e-06,0.43,-0.00032,0.00077,5.3e-05,0,0,-3.6e+02,9.4e-05,8.3e-05,0.036,0.014,0.017,0.0082,0.04,0.043,0.038,6e-07,9e-07,1.9e-06,0.0047,0.0054,0.0003,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.4
21590000,0.71,0.00087,-0.013,0.7,0.0033,0.0017,0.012,0.009,0.0091,-3.7e+02,-0.0013,-0.0058,7.7e-05,0.011,0.0025,-0.13,0.21,-5.1e-06,0.43,-0.00032,0.00076,5e-05,0,0,-3.6e+02,9.1e-05,8.2e-05,0.036,0.013,0.015,0.0081,0.037,0.039,0.038,5.8e-07,8.7e-07,1.9e-06,0.0047,0.0053,0.00029,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.4
21690000,0.71,0.00084,-0.013,0.7,0.0049,0.0021,0.014,0.01,0.0097,-3.7e+02,-0.0013,-0.0058,8.1e-05,0.011,0.0021,-0.13,0.21,-5e-06,0.43,-0.00031,0.00077,5.1e-05,0,0,-3.6e+02,9.2e-05,8.2e-05,0.036,0.013,0.017,0.0081,0.04,0.042,0.038,5.8e-07,8.6e-07,1.9e-06,0.0047,0.0053,0.00028,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.5
21790000,0.71,0.00084,-0.013,0.7,0.003,0.0042,0.013,0.0074,0.01,-3.7e+02,-0.0013,-0.0058,7.2e-05,0.011,0.0023,-0.13,0.21,-5.6e-06,0.43,-0.00033,0.00076,5.3e-05,0,0,-3.6e+02,9e-05,8e-05,0.036,0.012,0.015,0.0079,0.036,0.039,0.038,5.6e-07,8.3e-07,1.9e-06,0.0046,0.0052,0.00027,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.5
21890000,0.71,0.00083,-0.013,0.7,0.0038,0.0047,0.013,0.0079,0.011,-3.7e+02,-0.0013,-0.0058,7.3e-05,0.011,0.0022,-0.13,0.21,-5.5e-06,0.43,-0.00033,0.00076,5e-05,0,0,-3.6e+02,9.1e-05,8.1e-05,0.036,0.013,0.016,0.0079,0.04,0.042,0.037,5.6e-07,8.3e-07,1.9e-06,0.0046,0.0052,0.00027,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5.5
21990000,0.71,0.00085,-0.013,0.7,0.0026,0.0054,0.014,0.006,0.012,-3.7e+02,-0.0013,-0.0058,7e-05,0.012,0.002,-0.13,0.21,-5.9e-06,0.43,-0.00034,0.00076,5.2e-05,0,0,-3.7e+02,8.8e-05,7.9e-05,0.036,0.012,0.015,0.0077,0.036,0.038,0.037,5.4e-07,8e-07,1.9e-06,0.0046,0.0052,0.00026,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22090000,0.71,0.00088,-0.013,0.7,0.0025,0.007,0.012,0.006,0.013,-3.7e+02,-0.0013,-0.0058,7e-05,0.012,0.0021,-0.13,0.21,-5.9e-06,0.43,-0.00034,0.00076,5.2e-05,0,0,-3.7e+02,8.9e-05,7.9e-05,0.036,0.013,0.016,0.0077,0.04,0.042,0.037,5.4e-07,7.9e-07,1.8e-06,0.0046,0.0052,0.00026,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22190000,0.71,0.00085,-0.013,0.7,0.0019,0.007,0.013,0.0053,0.011,-3.7e+02,-0.0013,-0.0058,7.6e-05,0.012,0.0021,-0.13,0.21,-5.7e-06,0.43,-0.00035,0.00077,4.1e-05,0,0,-3.7e+02,8.7e-05,7.8e-05,0.036,0.012,0.015,0.0076,0.036,0.038,0.037,5.3e-07,7.6e-07,1.8e-06,0.0045,0.0051,0.00025,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22290000,0.71,0.00088,-0.013,0.7,0.0013,0.0067,0.013,0.0057,0.012,-3.7e+02,-0.0013,-0.0058,7.4e-05,0.012,0.0022,-0.13,0.21,-5.8e-06,0.43,-0.00035,0.00076,4.2e-05,0,0,-3.7e+02,8.8e-05,7.8e-05,0.036,0.013,0.016,0.0075,0.04,0.042,0.037,5.2e-07,7.6e-07,1.8e-06,0.0045,0.0051,0.00025,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22390000,0.71,0.00089,-0.013,0.7,-0.001,0.0064,0.015,0.0041,0.01,-3.7e+02,-0.0013,-0.0058,8.1e-05,0.012,0.0024,-0.13,0.21,-5.7e-06,0.43,-0.00035,0.00077,4.3e-05,0,0,-3.7e+02,8.6e-05,7.7e-05,0.036,0.012,0.015,0.0074,0.036,0.038,0.037,5.1e-07,7.3e-07,1.8e-06,0.0045,0.005,0.00024,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22490000,0.71,0.00093,-0.013,0.7,-0.0021,0.0072,0.016,0.0033,0.011,-3.7e+02,-0.0013,-0.0058,8.2e-05,0.012,0.0026,-0.13,0.21,-5.7e-06,0.43,-0.00037,0.00078,4.1e-05,0,0,-3.7e+02,8.6e-05,7.7e-05,0.036,0.013,0.016,0.0074,0.039,0.042,0.037,5.1e-07,7.3e-07,1.8e-06,0.0045,0.005,0.00024,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22590000,0.71,0.00096,-0.013,0.7,-0.0038,0.0065,0.015,0.00096,0.01,-3.7e+02,-0.0014,-0.0058,8.5e-05,0.013,0.0027,-0.13,0.21,-5.6e-06,0.43,-0.00038,0.00079,3.8e-05,0,0,-3.7e+02,8.4e-05,7.5e-05,0.036,0.012,0.015,0.0073,0.036,0.038,0.036,5e-07,7.1e-07,1.8e-06,0.0044,0.0049,0.00023,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22690000,0.71,0.001,-0.013,0.7,-0.0052,0.008,0.016,0.00022,0.012,-3.7e+02,-0.0014,-0.0058,9.1e-05,0.013,0.0026,-0.13,0.21,-5.5e-06,0.43,-0.00039,0.0008,3.7e-05,0,0,-3.7e+02,8.5e-05,7.6e-05,0.036,0.013,0.016,0.0073,0.039,0.042,0.036,4.9e-07,7e-07,1.8e-06,0.0044,0.0049,0.00023,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22790000,0.71,0.001,-0.013,0.7,-0.0071,0.0069,0.017,-0.0024,0.0091,-3.7e+02,-0.0014,-0.0058,8.1e-05,0.013,0.0034,-0.13,0.21,-5.7e-06,0.43,-0.00039,0.00078,4.3e-05,0,0,-3.7e+02,8.3e-05,7.4e-05,0.036,0.012,0.015,0.0071,0.036,0.038,0.036,4.8e-07,6.8e-07,1.7e-06,0.0044,0.0049,0.00022,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22890000,0.71,0.00099,-0.013,0.7,-0.0076,0.0078,0.019,-0.0024,0.0098,-3.7e+02,-0.0014,-0.0058,8e-05,0.013,0.0033,-0.13,0.21,-5.6e-06,0.43,-0.00038,0.00077,3.9e-05,0,0,-3.7e+02,8.4e-05,7.5e-05,0.036,0.013,0.016,0.0071,0.039,0.042,0.036,4.8e-07,6.8e-07,1.7e-06,0.0044,0.0049,0.00022,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
22990000,0.71,0.00097,-0.013,0.7,-0.0077,0.0068,0.02,-0.0036,0.009,-3.7e+02,-0.0014,-0.0058,9e-05,0.013,0.0032,-0.13,0.21,-5.4e-06,0.43,-0.00038,0.00078,3.6e-05,0,0,-3.7e+02,8.2e-05,7.3e-05,0.036,0.012,0.015,0.007,0.036,0.038,0.036,4.7e-07,6.5e-07,1.7e-06,0.0043,0.0048,0.00022,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,0.01
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185 18290000,0.71,0.00063,-0.013,0.71,0.016,0.0033,0.0068,0.0042,0.00068,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0071,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00033,0.00033,0.066,0.032,0.032,0.015,0.05,0.05,0.046,4.8e-06,4.8e-06,2.4e-06,0.016,0.016,0.00088,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.6 18290000,0.71,0.00035,-0.013,0.71,0.018,0.0088,0.0022,0.0061,0.0041,-3.7e+02,-0.0012,-0.0059,-6e-05,0.0047,0.0059,-0.13,0.21,-3.6e-06,0.43,-0.00025,0.00061,1.4e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.017,0.02,0.014,0.044,0.045,0.046,1.2e-06,2e-06,2.2e-06,0.006,0.0076,0.00082,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.6
186 18390000,0.71,0.00066,-0.013,0.71,0.017,0.0045,0.008,0.0044,0.0006,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0074,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00031,0.00031,0.066,0.028,0.028,0.014,0.044,0.044,0.046,4.4e-06,4.4e-06,2.4e-06,0.015,0.015,0.00083,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.6 18390000,0.71,0.00032,-0.013,0.71,0.02,0.011,0.0035,0.0068,0.0042,-3.7e+02,-0.0012,-0.0059,-5.4e-05,0.0045,0.0051,-0.13,0.21,-3.4e-06,0.43,-0.00024,0.00062,1.6e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.015,0.018,0.014,0.039,0.04,0.045,1.1e-06,1.9e-06,2.2e-06,0.0059,0.0074,0.00078,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.6
187 18490000,0.71,0.00068,-0.013,0.71,0.018,0.0052,0.0076,0.0062,0.0011,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0074,0.012,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00031,0.00031,0.066,0.031,0.031,0.014,0.05,0.05,0.046,4.4e-06,4.4e-06,2.4e-06,0.015,0.015,0.00081,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7 18490000,0.71,0.00038,-0.013,0.71,0.021,0.012,0.0031,0.0085,0.0055,-3.7e+02,-0.0012,-0.0059,-5.3e-05,0.005,0.0052,-0.13,0.21,-3.5e-06,0.43,-0.00025,0.00063,1.9e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.02,0.014,0.043,0.045,0.045,1.1e-06,1.9e-06,2.2e-06,0.0059,0.0074,0.00076,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
188 18590000,0.71,0.00072,-0.013,0.71,0.017,0.0049,0.0057,0.0049,0.00079,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0083,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00029,0.00029,0.066,0.028,0.028,0.014,0.044,0.044,0.045,4e-06,4.1e-06,2.4e-06,0.014,0.014,0.00076,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7 18590000,0.71,0.00039,-0.013,0.71,0.02,0.013,0.0014,0.0074,0.0054,-3.7e+02,-0.0012,-0.0058,-4.5e-05,0.0058,0.0047,-0.13,0.21,-3.7e-06,0.43,-0.00025,0.00065,2.5e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.015,0.018,0.013,0.039,0.04,0.045,1.1e-06,1.8e-06,2.2e-06,0.0058,0.0073,0.00072,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
189 18690000,0.71,0.00068,-0.013,0.71,0.017,0.0045,0.0038,0.0065,0.0013,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0083,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.0003,0.0003,0.066,0.031,0.031,0.013,0.049,0.049,0.045,4e-06,4.1e-06,2.4e-06,0.014,0.014,0.00074,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7 18690000,0.71,0.00031,-0.013,0.71,0.022,0.013,-0.00039,0.01,0.0065,-3.7e+02,-0.0012,-0.0059,-4.7e-05,0.0051,0.0047,-0.13,0.21,-3.5e-06,0.43,-0.00025,0.00064,1.8e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.019,0.013,0.043,0.044,0.045,1e-06,1.8e-06,2.2e-06,0.0058,0.0072,0.0007,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
190 18790000,0.71,0.00074,-0.013,0.71,0.015,0.0044,0.0035,0.0052,0.001,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0091,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00028,0.00028,0.066,0.027,0.027,0.013,0.044,0.044,0.045,3.7e-06,3.7e-06,2.4e-06,0.014,0.014,0.00071,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.7 18790000,0.71,0.00032,-0.013,0.71,0.021,0.012,-0.00061,0.0087,0.0054,-3.7e+02,-0.0012,-0.0059,-4.6e-05,0.0053,0.0053,-0.13,0.21,-3.8e-06,0.43,-0.00025,0.00063,1.5e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.015,0.018,0.013,0.039,0.04,0.044,1e-06,1.7e-06,2.2e-06,0.0057,0.0071,0.00067,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.7
191 18890000,0.71,0.00077,-0.013,0.71,0.016,0.0051,0.0041,0.0068,0.0016,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0091,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00028,0.00028,0.066,0.03,0.03,0.013,0.049,0.049,0.045,3.7e-06,3.7e-06,2.4e-06,0.014,0.014,0.00068,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8 18890000,0.71,0.00041,-0.013,0.71,0.021,0.014,1.9e-05,0.01,0.0075,-3.7e+02,-0.0012,-0.0058,-4e-05,0.0062,0.0047,-0.13,0.21,-3.9e-06,0.43,-0.00026,0.00065,2.9e-05,0,0,-3.6e+02,0.00012,0.00011,0.037,0.016,0.019,0.013,0.043,0.044,0.044,1e-06,1.7e-06,2.2e-06,0.0057,0.007,0.00065,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
192 18990000,0.71,0.00076,-0.013,0.71,0.017,0.0056,0.0028,0.0077,0.0012,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.009,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00027,0.00027,0.066,0.027,0.027,0.012,0.044,0.044,0.044,3.4e-06,3.4e-06,2.4e-06,0.013,0.013,0.00065,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8 18990000,0.71,0.00046,-0.013,0.71,0.021,0.015,-0.0012,0.01,0.0068,-3.7e+02,-0.0013,-0.0058,-3.4e-05,0.0069,0.0049,-0.13,0.21,-4.2e-06,0.43,-0.00027,0.00066,3e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.015,0.017,0.012,0.039,0.04,0.044,9.7e-07,1.6e-06,2.2e-06,0.0056,0.0069,0.00062,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
193 19090000,0.71,0.00075,-0.013,0.71,0.018,0.0065,0.0058,0.0095,0.0019,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.009,0.013,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00027,0.00027,0.066,0.029,0.029,0.012,0.049,0.049,0.044,3.4e-06,3.4e-06,2.4e-06,0.013,0.013,0.00063,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8 19090000,0.71,0.00051,-0.013,0.71,0.021,0.016,0.0018,0.012,0.0084,-3.7e+02,-0.0013,-0.0058,-3.4e-05,0.0075,0.0052,-0.13,0.21,-4.4e-06,0.43,-0.00028,0.00066,3.4e-05,0,0,-3.6e+02,0.00011,0.0001,0.037,0.016,0.019,0.012,0.042,0.044,0.044,9.6e-07,1.6e-06,2.2e-06,0.0056,0.0069,0.0006,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
194 19190000,0.71,0.00077,-0.012,0.71,0.018,0.006,0.0059,0.0099,0.0015,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0089,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00025,0.00025,0.066,0.026,0.026,0.012,0.044,0.044,0.044,3.1e-06,3.2e-06,2.4e-06,0.012,0.012,0.0006,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.8 19190000,0.71,0.00056,-0.013,0.71,0.02,0.016,0.0019,0.012,0.0076,-3.7e+02,-0.0013,-0.0059,-2.7e-05,0.008,0.0054,-0.13,0.21,-4.6e-06,0.43,-0.0003,0.00067,3.7e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.014,0.017,0.012,0.038,0.04,0.043,9.3e-07,1.5e-06,2.1e-06,0.0055,0.0068,0.00058,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.8
195 19290000,0.71,0.00079,-0.012,0.71,0.018,0.0055,0.0086,0.012,0.0021,-3.7e+02,-0.0013,-0.006,-8.5e-05,0.0089,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00026,0.00026,0.066,0.029,0.029,0.012,0.049,0.049,0.044,3.1e-06,3.2e-06,2.4e-06,0.012,0.012,0.00059,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19290000,0.71,0.00058,-0.013,0.71,0.02,0.015,0.0046,0.013,0.0088,-3.7e+02,-0.0013,-0.0059,-3e-05,0.0078,0.0058,-0.13,0.21,-4.7e-06,0.43,-0.00031,0.00066,4e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.015,0.019,0.012,0.042,0.044,0.043,9.2e-07,1.5e-06,2.1e-06,0.0055,0.0067,0.00056,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
196 19390000,0.71,0.00084,-0.012,0.71,0.016,0.0042,0.012,0.0095,0.0016,-3.7e+02,-0.0013,-0.006,-8.4e-05,0.0098,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00024,0.00024,0.066,0.026,0.026,0.012,0.043,0.043,0.043,2.9e-06,2.9e-06,2.4e-06,0.012,0.012,0.00056,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19390000,0.71,0.00054,-0.013,0.71,0.019,0.014,0.0084,0.012,0.0079,-3.7e+02,-0.0013,-0.0059,-2.4e-05,0.0078,0.0056,-0.13,0.21,-4.7e-06,0.43,-0.0003,0.00065,3.5e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.014,0.017,0.011,0.038,0.04,0.043,8.9e-07,1.5e-06,2.1e-06,0.0054,0.0066,0.00054,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
197 19490000,0.71,0.00086,-0.012,0.71,0.015,0.0037,0.0088,0.011,0.002,-3.7e+02,-0.0013,-0.006,-8.4e-05,0.0098,0.014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00025,0.00025,0.066,0.028,0.028,0.011,0.049,0.049,0.043,2.9e-06,2.9e-06,2.4e-06,0.012,0.012,0.00055,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19490000,0.71,0.00056,-0.013,0.71,0.019,0.015,0.0049,0.014,0.01,-3.7e+02,-0.0013,-0.0058,-1.8e-05,0.0078,0.0049,-0.13,0.21,-4.6e-06,0.43,-0.00029,0.00066,3.8e-05,0,0,-3.6e+02,0.00011,0.0001,0.036,0.015,0.018,0.011,0.042,0.044,0.043,8.8e-07,1.4e-06,2.1e-06,0.0054,0.0066,0.00052,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
198 19590000,0.71,0.00094,-0.012,0.71,0.013,0.0023,0.0081,0.009,0.0016,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.01,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00023,0.00023,0.066,0.025,0.025,0.011,0.043,0.043,0.042,2.7e-06,2.7e-06,2.4e-06,0.011,0.011,0.00052,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19590000,0.71,0.00063,-0.013,0.71,0.017,0.015,0.0043,0.012,0.0095,-3.7e+02,-0.0013,-0.0058,-6.7e-06,0.0086,0.0047,-0.13,0.21,-4.7e-06,0.43,-0.0003,0.00068,4.7e-05,0,0,-3.6e+02,0.00011,9.8e-05,0.036,0.014,0.017,0.011,0.038,0.039,0.042,8.5e-07,1.4e-06,2.1e-06,0.0053,0.0065,0.0005,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,4.9
199 19690000,0.71,0.00094,-0.012,0.71,0.013,0.00031,0.0096,0.01,0.0017,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.01,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00023,0.00023,0.066,0.028,0.028,0.011,0.049,0.049,0.042,2.7e-06,2.7e-06,2.4e-06,0.011,0.011,0.00051,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5 19690000,0.71,0.00067,-0.013,0.71,0.017,0.013,0.0059,0.013,0.01,-3.7e+02,-0.0013,-0.0059,-1e-05,0.0089,0.0053,-0.13,0.21,-5e-06,0.43,-0.00031,0.00068,3.9e-05,0,0,-3.6e+02,0.00011,9.8e-05,0.036,0.015,0.018,0.011,0.042,0.043,0.042,8.4e-07,1.4e-06,2.1e-06,0.0053,0.0064,0.00049,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
200 19790000,0.71,0.001,-0.012,0.71,0.011,-0.00093,0.01,0.0084,0.0014,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.011,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00022,0.00022,0.066,0.025,0.025,0.011,0.043,0.043,0.042,2.5e-06,2.5e-06,2.4e-06,0.011,0.011,0.00049,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5 19790000,0.71,0.00075,-0.013,0.71,0.014,0.011,0.0064,0.011,0.009,-3.7e+02,-0.0013,-0.0059,-5.6e-06,0.0094,0.0057,-0.13,0.21,-5.3e-06,0.43,-0.00031,0.00068,3.7e-05,0,0,-3.6e+02,0.00011,9.6e-05,0.036,0.014,0.017,0.01,0.038,0.039,0.042,8.2e-07,1.3e-06,2.1e-06,0.0053,0.0063,0.00047,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
201 19890000,0.71,0.00098,-0.012,0.71,0.0097,-0.001,0.011,0.0094,0.0013,-3.7e+02,-0.0014,-0.006,-8.4e-05,0.011,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00022,0.00022,0.066,0.027,0.027,0.011,0.049,0.049,0.042,2.5e-06,2.5e-06,2.4e-06,0.011,0.011,0.00048,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5 19890000,0.71,0.00066,-0.013,0.71,0.015,0.013,0.0076,0.014,0.011,-3.7e+02,-0.0013,-0.0058,2.5e-06,0.0092,0.0046,-0.13,0.21,-4.9e-06,0.43,-0.00031,0.00069,4.5e-05,0,0,-3.6e+02,0.00011,9.6e-05,0.036,0.015,0.018,0.01,0.041,0.043,0.042,8.1e-07,1.3e-06,2.1e-06,0.0052,0.0063,0.00046,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
202 19990000,0.71,0.00098,-0.012,0.71,0.007,-0.0021,0.014,0.0077,0.00099,-3.7e+02,-0.0014,-0.006,-8.3e-05,0.012,0.015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,-3.6e+02,0.00021,0.00021,0.066,0.024,0.024,0.01,0.043,0.043,0.041,2.3e-06,2.3e-06,2.4e-06,0.01,0.01,0.00046,0.0025,0.00012,0.0025,0.0025,0.0025,0.0025,1,1,5 19990000,0.71,0.00063,-0.013,0.7,0.013,0.013,0.01,0.012,0.011,-3.7e+02,-0.0013,-0.0058,1.8e-05,0.0095,0.0038,-0.13,0.21,-4.8e-06,0.43,-0.00031,0.0007,5e-05,0,0,-3.6e+02,0.0001,9.4e-05,0.036,0.014,0.017,0.01,0.038,0.039,0.041,7.8e-07,1.2e-06,2.1e-06,0.0052,0.0062,0.00044,0.0013,3.9e-05,0.0013,0.0016,0.0013,0.0013,1,1,5
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19190000,0.98,-0.0075,-0.011,0.19,0.007,-0.019,0.025,0.009,-0.01,0.025,-0.0013,-0.0059,-0.00011,0.0095,0.0021,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.017,0.017,0.0079,0.04,0.04,0.034,8.7e-07,8.7e-07,2.3e-06,0.036,0.036,0.00033,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.8
19290000,0.98,-0.0074,-0.011,0.19,0.0066,-0.02,0.025,0.0097,-0.012,0.024,-0.0013,-0.0059,-0.00011,0.0095,0.0021,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.018,0.018,0.0079,0.044,0.044,0.034,8.7e-07,8.8e-07,2.3e-06,0.036,0.036,0.00032,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19390000,0.98,-0.0075,-0.011,0.19,0.0057,-0.016,0.026,0.0084,-0.0094,0.023,-0.0013,-0.0059,-0.00011,0.011,0.0023,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.016,0.016,0.0078,0.04,0.04,0.035,8.5e-07,8.5e-07,2.3e-06,0.036,0.036,0.00032,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19490000,0.98,-0.0075,-0.011,0.19,0.0054,-0.017,0.026,0.009,-0.011,0.023,-0.0013,-0.0059,-0.00011,0.01,0.0023,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.018,0.018,0.0078,0.044,0.044,0.035,8.5e-07,8.5e-07,2.3e-06,0.036,0.036,0.00031,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9
19590000,0.98,-0.0075,-0.011,0.19,0.0033,-0.019,0.028,0.0084,-0.011,0.023,-0.0013,-0.0059,-0.00011,0.011,0.0022,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00041,0.00041,0.066,0.016,0.016,0.0077,0.04,0.04,0.035,8.2e-07,8.2e-07,2.3e-06,0.035,0.035,0.00031,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9
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20090000,0.98,-0.0076,-0.011,0.19,0.0013,-0.019,0.022,0.0094,-0.012,0.018,-0.0013,-0.0059,-0.00011,0.012,0.0015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00041,0.00041,0.066,0.017,0.017,0.0076,0.044,0.044,0.035,7.7e-07,7.8e-07,2.3e-06,0.035,0.035,0.00028,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,5.1
20190000,0.98,-0.0076,-0.011,0.19,0.0016,-0.016,0.023,0.0097,-0.01,0.017,-0.0013,-0.0059,-0.00011,0.013,0.0014,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.12,0.0004,0.0004,0.066,0.016,0.016,0.0075,0.039,0.039,0.035,7.5e-07,7.5e-07,2.3e-06,0.035,0.035,0.00028,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,0.01
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18790000,0.98,-0.0087,-0.011,0.18,0.026,-0.017,0.02,0.019,-0.0093,0.02,-0.0012,-0.0058,-0.00011,0.0044,-0.02,-0.13,0.2,-4.7e-06,0.43,0.00041,0.00026,-0.00023,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.008,0.039,0.04,0.036,7.5e-07,6.7e-07,1.9e-06,0.033,0.03,0.00032,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.7
18890000,0.98,-0.0087,-0.011,0.18,0.027,-0.018,0.018,0.022,-0.011,0.016,-0.0012,-0.0058,-0.00011,0.0042,-0.02,-0.13,0.2,-4.7e-06,0.43,0.00042,0.00028,-0.00024,0,0,0.095,0.00035,0.00037,0.038,0.015,0.017,0.008,0.043,0.043,0.036,7.5e-07,6.7e-07,1.9e-06,0.033,0.03,0.00031,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
18990000,0.98,-0.0087,-0.011,0.18,0.024,-0.018,0.019,0.019,-0.0097,0.02,-0.0012,-0.0058,-0.00011,0.005,-0.019,-0.13,0.2,-5.3e-06,0.43,0.00042,0.00027,-0.00024,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.0079,0.039,0.039,0.035,7.3e-07,6.5e-07,1.9e-06,0.033,0.03,0.00031,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
19090000,0.98,-0.0087,-0.011,0.18,0.023,-0.018,0.02,0.022,-0.011,0.016,-0.0012,-0.0058,-0.0001,0.0055,-0.019,-0.13,0.2,-5.2e-06,0.43,0.00041,0.00027,-0.00023,0,0,0.095,0.00035,0.00037,0.038,0.015,0.016,0.008,0.042,0.043,0.036,7.3e-07,6.5e-07,1.9e-06,0.033,0.03,0.0003,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
19190000,0.98,-0.0086,-0.011,0.18,0.02,-0.018,0.02,0.019,-0.01,0.016,-0.0012,-0.0058,-0.00011,0.0053,-0.019,-0.13,0.2,-6e-06,0.43,0.00043,0.00028,-0.00026,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.0078,0.038,0.039,0.035,7.1e-07,6.3e-07,1.9e-06,0.033,0.03,0.0003,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
19290000,0.98,-0.0086,-0.011,0.18,0.021,-0.019,0.02,0.021,-0.012,0.015,-0.0012,-0.0058,-0.00011,0.0053,-0.019,-0.13,0.2,-6e-06,0.43,0.00043,0.00029,-0.00026,0,0,0.095,0.00035,0.00037,0.038,0.015,0.016,0.0078,0.042,0.043,0.035,7.1e-07,6.3e-07,1.9e-06,0.033,0.03,0.00029,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
19390000,0.98,-0.0087,-0.011,0.18,0.019,-0.016,0.022,0.018,-0.0097,0.014,-0.0012,-0.0058,-0.00011,0.0059,-0.019,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00028,-0.00026,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.0078,0.038,0.039,0.035,6.9e-07,6.2e-07,1.9e-06,0.032,0.03,0.00029,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
19490000,0.98,-0.0088,-0.011,0.18,0.021,-0.017,0.021,0.021,-0.012,0.014,-0.0012,-0.0058,-0.00012,0.0053,-0.02,-0.13,0.2,-6e-06,0.43,0.00043,0.00026,-0.00025,0,0,0.095,0.00035,0.00037,0.038,0.015,0.016,0.0078,0.042,0.043,0.035,6.9e-07,6.1e-07,1.9e-06,0.032,0.03,0.00029,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
19590000,0.98,-0.0087,-0.011,0.18,0.018,-0.019,0.023,0.019,-0.011,0.014,-0.0012,-0.0058,-0.00012,0.0055,-0.02,-0.13,0.2,-6.3e-06,0.43,0.00043,0.00026,-0.00025,0,0,0.095,0.00034,0.00036,0.038,0.013,0.015,0.0076,0.038,0.039,0.035,6.7e-07,6e-07,1.8e-06,0.032,0.029,0.00028,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
19690000,0.98,-0.0088,-0.011,0.18,0.018,-0.017,0.022,0.022,-0.013,0.014,-0.0012,-0.0058,-0.00011,0.006,-0.021,-0.13,0.2,-6e-06,0.43,0.00042,0.00026,-0.00024,0,0,0.095,0.00034,0.00036,0.038,0.014,0.016,0.0076,0.042,0.042,0.035,6.7e-07,6e-07,1.8e-06,0.032,0.029,0.00028,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
19790000,0.98,-0.0089,-0.011,0.18,0.016,-0.016,0.02,0.021,-0.011,0.01,-0.0012,-0.0058,-0.00012,0.0061,-0.021,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00027,-0.00025,0,0,0.095,0.00034,0.00036,0.038,0.013,0.014,0.0076,0.038,0.039,0.035,6.6e-07,5.8e-07,1.8e-06,0.032,0.029,0.00027,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
19890000,0.98,-0.0089,-0.011,0.18,0.017,-0.016,0.021,0.023,-0.013,0.0089,-0.0012,-0.0058,-0.00012,0.006,-0.021,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00027,-0.00026,0,0,0.095,0.00034,0.00036,0.038,0.014,0.015,0.0075,0.041,0.042,0.035,6.5e-07,5.8e-07,1.8e-06,0.032,0.029,0.00027,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
19990000,0.98,-0.0089,-0.012,0.18,0.015,-0.016,0.018,0.02,-0.01,0.006,-0.0012,-0.0058,-0.00012,0.007,-0.021,-0.13,0.2,-7e-06,0.43,0.00042,0.00027,-0.00025,0,0,0.095,0.00034,0.00036,0.038,0.013,0.014,0.0074,0.038,0.038,0.035,6.4e-07,5.7e-07,1.8e-06,0.032,0.029,0.00026,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
20090000,0.98,-0.0089,-0.012,0.18,0.017,-0.019,0.019,0.022,-0.012,0.0095,-0.0012,-0.0058,-0.00012,0.0071,-0.021,-0.13,0.2,-6.9e-06,0.43,0.00042,0.00028,-0.00025,0,0,0.095,0.00034,0.00036,0.038,0.014,0.015,0.0075,0.041,0.042,0.035,6.4e-07,5.6e-07,1.8e-06,0.032,0.029,0.00026,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5.1
20190000,0.98,-0.0089,-0.012,0.18,0.017,-0.016,0.02,0.022,-0.011,0.0094,-0.0012,-0.0058,-0.00013,0.0071,-0.022,-0.13,0.2,-7.4e-06,0.43,0.00042,0.00029,-0.00027,0,0,0.11,0.00034,0.00036,0.038,0.013,0.014,0.0074,0.037,0.038,0.035,6.2e-07,5.5e-07,1.8e-06,0.032,0.029,0.00025,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20290000,0.98,-0.009,-0.012,0.18,0.015,-0.018,0.02,0.023,-0.012,0.01,-0.0012,-0.0058,-0.00012,0.0071,-0.022,-0.13,0.2,-7.5e-06,0.43,0.00042,0.0003,-0.00027,0,0,0.11,0.00034,0.00036,0.038,0.014,0.015,0.0073,0.041,0.042,0.035,6.2e-07,5.5e-07,1.8e-06,0.032,0.029,0.00025,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20390000,0.98,-0.0089,-0.012,0.18,0.013,-0.016,0.02,0.022,-0.011,0.012,-0.0012,-0.0058,-0.00012,0.0081,-0.022,-0.13,0.2,-7.6e-06,0.43,0.00041,0.00028,-0.00026,0,0,0.11,0.00033,0.00035,0.038,0.013,0.014,0.0073,0.037,0.038,0.035,6.1e-07,5.4e-07,1.8e-06,0.031,0.029,0.00025,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20490000,0.98,-0.0089,-0.012,0.18,0.0096,-0.017,0.02,0.023,-0.012,0.0099,-0.0012,-0.0058,-0.00012,0.0082,-0.022,-0.13,0.2,-7.4e-06,0.43,0.00041,0.00027,-0.00026,0,0,0.11,0.00034,0.00035,0.038,0.014,0.015,0.0073,0.041,0.042,0.035,6e-07,5.3e-07,1.8e-06,0.031,0.029,0.00024,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20590000,0.98,-0.0088,-0.012,0.18,0.0088,-0.017,0.02,0.022,-0.01,0.0085,-0.0013,-0.0058,-0.00011,0.0094,-0.022,-0.13,0.2,-7.3e-06,0.43,0.00039,0.00025,-0.00025,0,0,0.11,0.00033,0.00035,0.038,0.013,0.014,0.0072,0.037,0.038,0.035,5.9e-07,5.2e-07,1.8e-06,0.031,0.029,0.00024,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20690000,0.98,-0.0087,-0.012,0.18,0.0077,-0.017,0.021,0.022,-0.012,0.0092,-0.0013,-0.0058,-0.00012,0.0092,-0.022,-0.13,0.2,-7.5e-06,0.43,0.00039,0.00025,-0.00025,0,0,0.11,0.00033,0.00035,0.038,0.013,0.015,0.0072,0.04,0.042,0.035,5.9e-07,5.2e-07,1.8e-06,0.031,0.029,0.00024,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20790000,0.98,-0.0081,-0.012,0.18,0.0038,-0.013,0.0061,0.019,-0.01,0.008,-0.0013,-0.0058,-0.00011,0.01,-0.022,-0.13,0.2,-7.9e-06,0.43,0.00038,0.00025,-0.00025,0,0,0.11,0.00033,0.00035,0.038,0.013,0.014,0.0071,0.037,0.038,0.035,5.7e-07,5.1e-07,1.8e-06,0.031,0.028,0.00023,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
20890000,0.98,0.00098,-0.0077,0.18,-4.9e-05,-0.002,-0.11,0.02,-0.011,0.002,-0.0013,-0.0058,-0.00011,0.01,-0.023,-0.13,0.2,-8.7e-06,0.43,0.00037,0.00037,-0.00019,0,0,0.1,0.00033,0.00035,0.038,0.013,0.015,0.0071,0.04,0.041,0.035,5.7e-07,5.1e-07,1.8e-06,0.031,0.028,0.00023,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,0.01
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21090000,0.98,0.0027,-0.0047,0.18,-0.024,0.032,-0.37,0.016,-0.006,-0.043,-0.0013,-0.0058,-0.00011,0.01,-0.023,-0.13,0.2,-7e-06,0.43,0.00042,0.00016,-0.00019,0,0,0.057,0.00033,0.00035,0.038,0.014,0.015,0.007,0.04,0.041,0.035,5.6e-07,4.9e-07,1.7e-06,0.031,0.028,0.00022,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21190000,0.98,-6.1e-05,-0.0063,0.18,-0.029,0.039,-0.5,0.013,-0.0039,-0.08,-0.0013,-0.0058,-0.0001,0.01,-0.024,-0.13,0.2,-6.3e-06,0.43,0.00043,0.00019,-0.00018,0,0,0.02,0.00033,0.00034,0.038,0.013,0.014,0.0069,0.037,0.038,0.034,5.5e-07,4.8e-07,1.7e-06,0.031,0.028,0.00022,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21290000,0.98,-0.0023,-0.0076,0.18,-0.029,0.041,-0.63,0.0099,-0.0003,-0.14,-0.0013,-0.0058,-0.00011,0.0096,-0.024,-0.13,0.2,-6.9e-06,0.43,0.00042,0.00023,-0.00011,0,0,-0.038,0.00033,0.00034,0.037,0.014,0.015,0.0069,0.04,0.041,0.034,5.4e-07,4.8e-07,1.7e-06,0.031,0.028,0.00022,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21390000,0.98,-0.0037,-0.0082,0.18,-0.026,0.038,-0.75,0.0082,0.0037,-0.2,-0.0013,-0.0058,-0.00011,0.0097,-0.024,-0.13,0.2,-6.4e-06,0.43,0.00044,0.00015,-0.00012,0,0,-0.1,0.00032,0.00034,0.037,0.013,0.014,0.0068,0.037,0.038,0.034,5.3e-07,4.7e-07,1.7e-06,0.03,0.028,0.00021,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21490000,0.98,-0.0045,-0.0086,0.18,-0.021,0.035,-0.89,0.0054,0.0077,-0.29,-0.0013,-0.0058,-0.0001,0.01,-0.024,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00018,-0.00017,0,0,-0.19,0.00032,0.00034,0.037,0.014,0.016,0.0068,0.04,0.041,0.034,5.3e-07,4.7e-07,1.7e-06,0.03,0.028,0.00021,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21590000,0.98,-0.0049,-0.0086,0.18,-0.015,0.032,-1,0.0044,0.0099,-0.38,-0.0013,-0.0058,-9.5e-05,0.011,-0.024,-0.13,0.2,-6.5e-06,0.43,0.00042,0.00023,-0.00018,0,0,-0.28,0.00032,0.00034,0.037,0.013,0.015,0.0067,0.037,0.038,0.034,5.2e-07,4.6e-07,1.7e-06,0.03,0.028,0.00021,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21690000,0.98,-0.0052,-0.0085,0.18,-0.012,0.027,-1.1,0.0032,0.013,-0.49,-0.0013,-0.0058,-8.8e-05,0.011,-0.024,-0.13,0.2,-6.4e-06,0.43,0.00039,0.00027,-0.00016,0,0,-0.39,0.00032,0.00034,0.037,0.014,0.016,0.0067,0.04,0.041,0.034,5.2e-07,4.6e-07,1.7e-06,0.03,0.028,0.0002,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21790000,0.98,-0.0055,-0.0086,0.18,-0.0065,0.022,-1.3,0.007,0.012,-0.61,-0.0013,-0.0058,-7.8e-05,0.012,-0.023,-0.13,0.2,-6.4e-06,0.43,0.00039,0.00027,-0.00022,0,0,-0.51,0.00032,0.00033,0.037,0.013,0.015,0.0066,0.037,0.038,0.034,5e-07,4.5e-07,1.7e-06,0.03,0.028,0.0002,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
21890000,0.98,-0.0058,-0.0088,0.18,-0.0029,0.017,-1.4,0.0062,0.014,-0.75,-0.0013,-0.0058,-8.1e-05,0.012,-0.023,-0.13,0.2,-6.8e-06,0.43,0.00036,0.00029,-0.00021,0,0,-0.65,0.00032,0.00033,0.037,0.014,0.016,0.0066,0.04,0.041,0.034,5e-07,4.5e-07,1.7e-06,0.03,0.027,0.0002,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
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22090000,0.98,-0.0071,-0.0099,0.18,0.0012,0.0095,-1.4,0.0095,0.013,-1,-0.0013,-0.0058,-6.6e-05,0.012,-0.022,-0.13,0.2,-6.4e-06,0.43,0.00039,0.00031,-0.00024,0,0,-0.93,0.00031,0.00033,0.037,0.014,0.016,0.0066,0.04,0.041,0.034,4.9e-07,4.4e-07,1.6e-06,0.03,0.027,0.00019,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
22190000,0.98,-0.0075,-0.01,0.18,0.007,0.0051,-1.4,0.015,0.008,-1.2,-0.0013,-0.0058,-5.8e-05,0.013,-0.02,-0.13,0.2,-6.6e-06,0.43,0.00039,0.00033,-0.00024,0,0,-1.1,0.00031,0.00032,0.037,0.013,0.014,0.0065,0.037,0.038,0.034,4.8e-07,4.3e-07,1.6e-06,0.029,0.027,0.00019,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
22290000,0.98,-0.0082,-0.01,0.18,0.013,-0.00054,-1.4,0.016,0.0081,-1.3,-0.0013,-0.0058,-6e-05,0.013,-0.021,-0.13,0.2,-6.5e-06,0.43,0.00039,0.00033,-0.00023,0,0,-1.2,0.00031,0.00032,0.037,0.014,0.015,0.0065,0.04,0.041,0.034,4.8e-07,4.2e-07,1.6e-06,0.029,0.027,0.00019,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
22390000,0.98,-0.0085,-0.01,0.18,0.017,-0.0091,-1.4,0.022,-0.00072,-1.5,-0.0013,-0.0058,-6.3e-05,0.012,-0.02,-0.13,0.2,-6.6e-06,0.43,0.0004,0.00033,-0.00026,0,0,-1.4,0.0003,0.00032,0.037,0.013,0.014,0.0064,0.037,0.038,0.034,4.7e-07,4.2e-07,1.6e-06,0.029,0.027,0.00019,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
22490000,0.98,-0.0087,-0.011,0.18,0.021,-0.016,-1.4,0.024,-0.0023,-1.6,-0.0013,-0.0058,-6.7e-05,0.011,-0.02,-0.13,0.2,-6.9e-06,0.43,0.00041,0.00035,-0.00028,0,0,-1.5,0.00031,0.00032,0.037,0.013,0.015,0.0064,0.04,0.041,0.034,4.7e-07,4.1e-07,1.6e-06,0.029,0.027,0.00018,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
22590000,0.98,-0.0086,-0.012,0.18,0.029,-0.024,-1.4,0.034,-0.01,-1.7,-0.0013,-0.0058,-5.8e-05,0.012,-0.02,-0.13,0.2,-6.5e-06,0.43,0.00042,0.00037,-0.00027,0,0,-1.6,0.0003,0.00032,0.037,0.012,0.014,0.0063,0.036,0.038,0.033,4.5e-07,4.1e-07,1.6e-06,0.029,0.027,0.00018,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
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22790000,0.98,-0.0085,-0.012,0.18,0.038,-0.036,-1.4,0.048,-0.022,-2,-0.0013,-0.0058,-6.4e-05,0.011,-0.021,-0.13,0.2,-6.6e-06,0.43,0.0004,0.00034,-0.00031,0,0,-1.9,0.0003,0.00031,0.037,0.012,0.014,0.0063,0.036,0.038,0.033,4.4e-07,4e-07,1.6e-06,0.029,0.027,0.00018,0.0013,4e-05,0.0012,0.0013,0.0015,0.0012,1,1,0.01
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190 18790000,0.98,-0.0076,-0.011,0.19,0.013,-0.018,0.026,0.0099,-0.0093,0.03,-0.0012,-0.0059,-0.00011,0.0081,0.0015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00043,0.00043,0.066,0.017,0.017,0.0079,0.04,0.04,0.034,9.3e-07,9.3e-07,2.3e-06,0.037,0.037,0.00035,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.7 18790000,0.98,-0.0087,-0.011,0.18,0.026,-0.017,0.02,0.019,-0.0093,0.02,-0.0012,-0.0058,-0.00011,0.0044,-0.02,-0.13,0.2,-4.7e-06,0.43,0.00041,0.00026,-0.00023,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.008,0.039,0.04,0.036,7.5e-07,6.7e-07,1.9e-06,0.033,0.03,0.00032,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.7
191 18890000,0.98,-0.0075,-0.011,0.19,0.012,-0.019,0.024,0.011,-0.011,0.026,-0.0012,-0.0059,-0.00011,0.008,0.0015,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00043,0.00043,0.066,0.018,0.018,0.008,0.045,0.045,0.034,9.3e-07,9.3e-07,2.3e-06,0.037,0.037,0.00034,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.8 18890000,0.98,-0.0087,-0.011,0.18,0.027,-0.018,0.018,0.022,-0.011,0.016,-0.0012,-0.0058,-0.00011,0.0042,-0.02,-0.13,0.2,-4.7e-06,0.43,0.00042,0.00028,-0.00024,0,0,0.095,0.00035,0.00037,0.038,0.015,0.017,0.008,0.043,0.043,0.036,7.5e-07,6.7e-07,1.9e-06,0.033,0.03,0.00031,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
192 18990000,0.98,-0.0075,-0.011,0.19,0.01,-0.018,0.025,0.0095,-0.0097,0.03,-0.0012,-0.0059,-0.00011,0.0088,0.0018,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.017,0.017,0.0079,0.04,0.04,0.034,9e-07,9e-07,2.3e-06,0.036,0.036,0.00034,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.8 18990000,0.98,-0.0087,-0.011,0.18,0.024,-0.018,0.019,0.019,-0.0097,0.02,-0.0012,-0.0058,-0.00011,0.005,-0.019,-0.13,0.2,-5.3e-06,0.43,0.00042,0.00027,-0.00024,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.0079,0.039,0.039,0.035,7.3e-07,6.5e-07,1.9e-06,0.033,0.03,0.00031,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
193 19090000,0.98,-0.0076,-0.011,0.19,0.0088,-0.02,0.025,0.011,-0.012,0.026,-0.0012,-0.0059,-0.00011,0.0087,0.0019,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00043,0.00043,0.066,0.018,0.018,0.0079,0.045,0.045,0.035,9e-07,9e-07,2.3e-06,0.036,0.036,0.00033,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.8 19090000,0.98,-0.0087,-0.011,0.18,0.023,-0.018,0.02,0.022,-0.011,0.016,-0.0012,-0.0058,-0.0001,0.0055,-0.019,-0.13,0.2,-5.2e-06,0.43,0.00041,0.00027,-0.00023,0,0,0.095,0.00035,0.00037,0.038,0.015,0.016,0.008,0.042,0.043,0.036,7.3e-07,6.5e-07,1.9e-06,0.033,0.03,0.0003,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
194 19190000,0.98,-0.0075,-0.011,0.19,0.007,-0.019,0.025,0.009,-0.01,0.025,-0.0013,-0.0059,-0.00011,0.0095,0.0021,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.017,0.017,0.0079,0.04,0.04,0.034,8.7e-07,8.7e-07,2.3e-06,0.036,0.036,0.00033,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.8 19190000,0.98,-0.0086,-0.011,0.18,0.02,-0.018,0.02,0.019,-0.01,0.016,-0.0012,-0.0058,-0.00011,0.0053,-0.019,-0.13,0.2,-6e-06,0.43,0.00043,0.00028,-0.00026,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.0078,0.038,0.039,0.035,7.1e-07,6.3e-07,1.9e-06,0.033,0.03,0.0003,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.8
195 19290000,0.98,-0.0074,-0.011,0.19,0.0066,-0.02,0.025,0.0097,-0.012,0.024,-0.0013,-0.0059,-0.00011,0.0095,0.0021,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.018,0.018,0.0079,0.044,0.044,0.034,8.7e-07,8.8e-07,2.3e-06,0.036,0.036,0.00032,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19290000,0.98,-0.0086,-0.011,0.18,0.021,-0.019,0.02,0.021,-0.012,0.015,-0.0012,-0.0058,-0.00011,0.0053,-0.019,-0.13,0.2,-6e-06,0.43,0.00043,0.00029,-0.00026,0,0,0.095,0.00035,0.00037,0.038,0.015,0.016,0.0078,0.042,0.043,0.035,7.1e-07,6.3e-07,1.9e-06,0.033,0.03,0.00029,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
196 19390000,0.98,-0.0075,-0.011,0.19,0.0057,-0.016,0.026,0.0084,-0.0094,0.023,-0.0013,-0.0059,-0.00011,0.011,0.0023,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.016,0.016,0.0078,0.04,0.04,0.035,8.5e-07,8.5e-07,2.3e-06,0.036,0.036,0.00032,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19390000,0.98,-0.0087,-0.011,0.18,0.019,-0.016,0.022,0.018,-0.0097,0.014,-0.0012,-0.0058,-0.00011,0.0059,-0.019,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00028,-0.00026,0,0,0.095,0.00035,0.00037,0.038,0.014,0.015,0.0078,0.038,0.039,0.035,6.9e-07,6.2e-07,1.9e-06,0.032,0.03,0.00029,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
197 19490000,0.98,-0.0075,-0.011,0.19,0.0054,-0.017,0.026,0.009,-0.011,0.023,-0.0013,-0.0059,-0.00011,0.01,0.0023,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00042,0.00042,0.066,0.018,0.018,0.0078,0.044,0.044,0.035,8.5e-07,8.5e-07,2.3e-06,0.036,0.036,0.00031,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19490000,0.98,-0.0088,-0.011,0.18,0.021,-0.017,0.021,0.021,-0.012,0.014,-0.0012,-0.0058,-0.00012,0.0053,-0.02,-0.13,0.2,-6e-06,0.43,0.00043,0.00026,-0.00025,0,0,0.095,0.00035,0.00037,0.038,0.015,0.016,0.0078,0.042,0.043,0.035,6.9e-07,6.1e-07,1.9e-06,0.032,0.03,0.00029,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
198 19590000,0.98,-0.0075,-0.011,0.19,0.0033,-0.019,0.028,0.0084,-0.011,0.023,-0.0013,-0.0059,-0.00011,0.011,0.0022,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00041,0.00041,0.066,0.016,0.016,0.0077,0.04,0.04,0.035,8.2e-07,8.2e-07,2.3e-06,0.035,0.035,0.00031,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,4.9 19590000,0.98,-0.0087,-0.011,0.18,0.018,-0.019,0.023,0.019,-0.011,0.014,-0.0012,-0.0058,-0.00012,0.0055,-0.02,-0.13,0.2,-6.3e-06,0.43,0.00043,0.00026,-0.00025,0,0,0.095,0.00034,0.00036,0.038,0.013,0.015,0.0076,0.038,0.039,0.035,6.7e-07,6e-07,1.8e-06,0.032,0.029,0.00028,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,4.9
199 19690000,0.98,-0.0075,-0.011,0.19,0.002,-0.018,0.026,0.0087,-0.012,0.023,-0.0013,-0.0059,-0.00011,0.011,0.0022,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00041,0.00042,0.066,0.018,0.018,0.0078,0.044,0.044,0.035,8.2e-07,8.2e-07,2.3e-06,0.035,0.035,0.0003,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,5 19690000,0.98,-0.0088,-0.011,0.18,0.018,-0.017,0.022,0.022,-0.013,0.014,-0.0012,-0.0058,-0.00011,0.006,-0.021,-0.13,0.2,-6e-06,0.43,0.00042,0.00026,-0.00024,0,0,0.095,0.00034,0.00036,0.038,0.014,0.016,0.0076,0.042,0.042,0.035,6.7e-07,6e-07,1.8e-06,0.032,0.029,0.00028,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
200 19790000,0.98,-0.0076,-0.011,0.19,0.00072,-0.016,0.025,0.0099,-0.011,0.019,-0.0013,-0.0059,-0.00011,0.011,0.0018,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00041,0.00041,0.066,0.016,0.016,0.0077,0.04,0.04,0.035,8e-07,8e-07,2.3e-06,0.035,0.035,0.0003,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,5 19790000,0.98,-0.0089,-0.011,0.18,0.016,-0.016,0.02,0.021,-0.011,0.01,-0.0012,-0.0058,-0.00012,0.0061,-0.021,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00027,-0.00025,0,0,0.095,0.00034,0.00036,0.038,0.013,0.014,0.0076,0.038,0.039,0.035,6.6e-07,5.8e-07,1.8e-06,0.032,0.029,0.00027,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
201 19890000,0.98,-0.0076,-0.011,0.19,0.0011,-0.017,0.025,0.0099,-0.012,0.017,-0.0013,-0.0059,-0.00011,0.011,0.0018,-0.13,0.37,0.0037,0.026,0,0,0,0,0,0.095,0.00041,0.00041,0.066,0.017,0.017,0.0077,0.044,0.044,0.035,8e-07,8e-07,2.3e-06,0.035,0.035,0.00029,0.0025,0.00013,0.0025,0.0025,0.0025,0.0025,1,1,5 19890000,0.98,-0.0089,-0.011,0.18,0.017,-0.016,0.021,0.023,-0.013,0.0089,-0.0012,-0.0058,-0.00012,0.006,-0.021,-0.13,0.2,-6.4e-06,0.43,0.00043,0.00027,-0.00026,0,0,0.095,0.00034,0.00036,0.038,0.014,0.015,0.0075,0.041,0.042,0.035,6.5e-07,5.8e-07,1.8e-06,0.032,0.029,0.00027,0.0013,4e-05,0.0013,0.0013,0.0015,0.0013,1,1,5
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