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4 Commits

Author SHA1 Message Date
Daniel Agar c11f61d57d commander: skip estimatorCheck for now 2024-02-15 15:46:31 -05:00
Daniel Agar d9a924225c simulator_mavlink: add heading_good_for_control 2024-02-15 15:46:14 -05:00
Daniel Agar 5f91c7fc2b simulation: HIL_STATE_QUATERNION add angular acceleration and protect from initial lat/lon 0 2024-02-15 15:20:33 -05:00
Daniel Agar 79538ac013 [WIP] simple simulation without sensor/estimator 2024-02-15 14:57:37 -05:00
126 changed files with 2046 additions and 4088 deletions
+1 -1
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@@ -120,7 +120,7 @@ pipeline {
"px4_fmu-v6xrt_rover",
"px4_io-v2_default",
"raspberrypi_pico_default",
"siyi_n7_default",
"siyi_n7_default"
"sky-drones_smartap-airlink_default",
"spracing_h7extreme_default",
"thepeach_k1_default",
@@ -1,80 +0,0 @@
#!/bin/sh
# @name Gazebo lawnmower
# @type Rover
# @class Rover
. ${R}etc/init.d/rc.rover_differential_defaults
PX4_SIMULATOR=${PX4_SIMULATOR:=gz}
PX4_GZ_WORLD=${PX4_GZ_WORLD:=default}
PX4_SIM_MODEL=${PX4_SIM_MODEL:=lawnmower}
param set-default SIM_GZ_EN 1 # Gazebo bridge
# Simulated sensors
param set-default SENS_EN_GPSSIM 1
param set-default SENS_EN_BAROSIM 0
param set-default SENS_EN_MAGSIM 1
param set-default SENS_EN_ARSPDSIM 1
# We can arm and drive in manual mode when it slides and GPS check fails:
param set-default COM_ARM_WO_GPS 1
# Set Differential Drive Kinematics Library parameters:
param set RDD_WHEEL_BASE 0.9
param set RDD_WHEEL_RADIUS 0.22
param set RDD_WHEEL_SPEED 10.0 # Maximum wheel speed rad/s, approx 8 km/h
# Actuator mapping - set SITL motors/servos output parameters:
# "Motors" - motor channels 0 (Right) and 1 (Left) - via Wheels GZ bridge:
param set-default SIM_GZ_WH_FUNC1 101 # right wheel
#param set-default SIM_GZ_WH_MIN1 0
#param set-default SIM_GZ_WH_MAX1 200
#param set-default SIM_GZ_WH_DIS1 100
#param set-default SIM_GZ_WH_FAIL1 100
param set-default SIM_GZ_WH_FUNC2 102 # left wheel
#param set-default SIM_GZ_WH_MIN2 0
#param set-default SIM_GZ_WH_MAX2 200
#aram set-default SIM_GZ_WH_DIS2 100
#param set-default SIM_GZ_WH_FAIL2 100
param set-default SIM_GZ_WH_REV 0 # no need to reverse any wheels
# Note: The servo configurations ( SIM_GZ_SV_FUNC*) outlined below are intended for educational purposes in this simulation.
# They do not have physical effects in the simulated environment, except for actuating the joints. Their definitions are meant to demonstrate
# how actuators could be mapped and configured in a real-world application, providing a foundation for understanding and implementing actuator
# controls in practical scenarios.
# Cutter deck blades clutch, PCA9685 servo channel 3, "RC FLAPS" (406) - leftmost switch, or "Servo 3" (203):
param set-default SIM_GZ_SV_FUNC3 203
param set-default SIM_GZ_SV_MIN3 0
param set-default SIM_GZ_SV_MAX3 1000
param set-default SIM_GZ_SV_DIS3 500
param set-default SIM_GZ_SV_FAIL3 500
# Gas engine throttle, PCA9685 servo channel 4, "RC AUX1" (407) - left knob, or "Servo 4" (204):
# - on minimum when disarmed or failed:
param set-default SIM_GZ_SV_FUNC4 204
param set-default SIM_GZ_SV_MIN4 0
param set-default SIM_GZ_SV_MAX4 1000
param set-default SIM_GZ_SV_DIS4 500
param set-default SIM_GZ_SV_FAIL4 500
# Controlling PCA9685 servos 5,6,7,8 directly via "Servo 5..8" setting, by publishing actuator_servos.control[]:
# Strobes, PCA9685 servo channel 5, "Servo 5" (205) - flashing indicates Mission mode:
#param set-default SIM_GZ_SV_FUNC5 205
#param set-default SIM_GZ_SV_MIN5 1000
#param set-default SIM_GZ_SV_MAX5 2000
#param set-default SIM_GZ_SV_DIS5 1000
#param set-default SIM_GZ_SV_FAIL5 1000
# Horn, PCA9685 servo channel 6, "Servo 6" (206) - for alarms like GPS failure:
#param set-default SIM_GZ_SV_FUNC6 206
# Spare PCA9685 servo channel 7 on "RC AUX2" (408) - right knob, or "Servo 7" (207):
#param set-default SIM_GZ_SV_FUNC7 207
# Spare PCA9685 servo channel 8 - "Servo 8" (208):
#param set-default SIM_GZ_SV_FUNC8 208
@@ -82,7 +82,6 @@ px4_add_romfs_files(
4008_gz_advanced_plane
4009_gz_r1_rover
4010_gz_x500_mono_cam
4011_gz_lawnmower
6011_gazebo-classic_typhoon_h480
6011_gazebo-classic_typhoon_h480.post
+1 -1
View File
@@ -253,7 +253,7 @@ fi
tone_alarm start
rc_update start
manual_control start
sensors start
#sensors start
commander start
if ! pwm_out_sim start -m sim
+21 -72
View File
@@ -34,79 +34,28 @@
add_subdirectory(airframes)
px4_add_romfs_files(
rc.airship_apps
rc.airship_defaults
rc.autostart_ext
rcS
rc.sensors
rc.vehicle_setup
# TODO
rc.balloon_apps
rc.balloon_defaults
rc.boat_defaults
rc.fw_apps
rc.fw_defaults
rc.heli_defaults
rc.logging
rc.mc_apps
rc.mc_defaults
rcS
rc.sensors
rc.thermal_cal
rc.rover_apps
rc.rover_defaults
rc.rover_differential_apps
rc.rover_differential_defaults
rc.uuv_apps
rc.uuv_defaults
rc.vehicle_setup
rc.vtol_apps
rc.vtol_defaults
)
if(CONFIG_MODULES_AIRSHIP_ATT_CONTROL)
px4_add_romfs_files(
rc.airship_apps
rc.airship_defaults
)
endif()
if(CONFIG_MODULES_FW_RATE_CONTROL)
px4_add_romfs_files(
rc.fw_apps
rc.fw_defaults
)
endif()
if(CONFIG_MODULES_MC_RATE_CONTROL)
px4_add_romfs_files(
rc.heli_defaults
rc.mc_apps
rc.mc_defaults
)
endif()
if(CONFIG_MODULES_ROVER_POS_CONTROL)
px4_add_romfs_files(
rc.rover_apps
rc.rover_defaults
rc.boat_defaults # hack
)
endif()
if(CONFIG_MODULES_DIFFERENTIAL_DRIVE)
px4_add_romfs_files(
rc.rover_differential_apps
rc.rover_differential_defaults
)
endif()
if(CONFIG_MODULES_UUV_ATT_CONTROL)
px4_add_romfs_files(
rc.uuv_apps
rc.uuv_defaults
)
endif()
if(CONFIG_MODULES_VTOL_ATT_CONTROL)
px4_add_romfs_files(
rc.vtol_apps
rc.vtol_defaults
)
endif()
if(CONFIG_MODULES_LOGGER)
px4_add_romfs_files(
rc.logging
)
endif()
if(CONFIG_MODULES_TEMPERATURE_COMPENSATION)
px4_add_romfs_files(
rc.thermal_cal
)
endif()
@@ -32,127 +32,94 @@
############################################################################
px4_add_romfs_files(
# [0-999] Reserved (historical)
# [0-999] Reserved (historical)"
# [1000, 1999] Simulation setups"
1001_rc_quad_x.hil
1002_standard_vtol.hil
1100_rc_quad_x_sih.hil
1101_rc_plane_sih.hil
1102_tailsitter_duo_sih.hil
# [2000, 2999] Standard planes"
2100_standard_plane
2106_albatross
2507_cloudship
# [3000, 3999] Flying wing"
3000_generic_wing
# [4000, 4999] Quadrotor x"
4001_quad_x
4014_s500
4015_holybro_s500
4016_holybro_px4vision
4017_nxp_hovergames
4019_x500_v2
4020_holybro_px4vision_v1_5
4041_beta75x
4050_generic_250
4052_holybro_qav250
4053_holybro_kopis2
4061_atl_mantis_edu
4071_ifo
4073_ifo-s
4500_clover4
4901_crazyflie21
# [5000, 5999] Quadrotor +"
5001_quad_+
# [6000, 6999] Hexarotor x"
6001_hexa_x
6002_draco_r
# [7000, 7999] Hexarotor +"
7001_hexa_+
# [8000, 8999] Octorotor +"
8001_octo_x
# [9000, 9999] Octorotor +"
9001_octo_+
# [11000, 11999] Hexa Cox
11001_hexa_cox
# [12000, 12999] Octo Cox
12001_octo_cox
# [13000, 13999] VTOL
13000_generic_vtol_standard
13100_generic_vtol_tiltrotor
13013_deltaquad
13014_vtol_babyshark
13030_generic_vtol_quad_tiltrotor
13200_generic_vtol_tailsitter
# [14000, 14999] MC with tilt
14001_generic_mc_with_tilt
16001_helicopter
# [17000, 17999] Autogyro
17002_TF-AutoG2
17003_TF-G2
# [18000, 18999] High-altitude balloons
18001_TF-B1
# [22000, 22999] Reserve for custom models
24001_dodeca_cox
50000_generic_ground_vehicle
50004_nxpcup_car_dfrobot_gpx
50003_aion_robotics_r1_rover
# [60000, 61000] (Unmanned) Underwater Robots
60000_uuv_generic
60001_uuv_hippocampus
60002_uuv_bluerov2_heavy
)
if(CONFIG_MODULES_SIMULATION_PWM_OUT_SIM)
px4_add_romfs_files(
# [1000, 1999] Simulation setups
1001_rc_quad_x.hil
1002_standard_vtol.hil
1100_rc_quad_x_sih.hil
1101_rc_plane_sih.hil
1102_tailsitter_duo_sih.hil
)
endif()
if(CONFIG_MODULES_MC_RATE_CONTROL)
px4_add_romfs_files(
# [4000, 4999] Quadrotor x
4001_quad_x
4014_s500
4015_holybro_s500
4016_holybro_px4vision
4017_nxp_hovergames
4019_x500_v2
4020_holybro_px4vision_v1_5
4041_beta75x
4050_generic_250
4052_holybro_qav250
4053_holybro_kopis2
4061_atl_mantis_edu
4071_ifo
4073_ifo-s
4500_clover4
4901_crazyflie21
# [5000, 5999] Quadrotor +
5001_quad_+
# [6000, 6999] Hexarotor x
6001_hexa_x
6002_draco_r
# [7000, 7999] Hexarotor +
7001_hexa_+
# [8000, 8999] Octorotor +
8001_octo_x
# [9000, 9999] Octorotor +
9001_octo_+
# [11000, 11999] Hexa Cox
11001_hexa_cox
# [12000, 12999] Octo Cox
12001_octo_cox
# [14000, 14999] MC with tilt
14001_generic_mc_with_tilt
16001_helicopter
24001_dodeca_cox
)
endif()
if(CONFIG_MODULES_FW_RATE_CONTROL)
px4_add_romfs_files(
# [2000, 2999] Standard planes
2100_standard_plane
2106_albatross
# [3000, 3999] Flying wing
3000_generic_wing
# [17000, 17999] Autogyro
17002_TF-AutoG2
17003_TF-G2
)
endif()
if(CONFIG_MODULES_AIRSHIP_ATT_CONTROL)
px4_add_romfs_files(
2507_cloudship
)
endif()
if(CONFIG_MODULES_VTOL_ATT_CONTROL)
px4_add_romfs_files(
# [13000, 13999] VTOL
13000_generic_vtol_standard
13100_generic_vtol_tiltrotor
13013_deltaquad
13014_vtol_babyshark
13030_generic_vtol_quad_tiltrotor
13200_generic_vtol_tailsitter
)
endif()
if(CONFIG_MODULES_ROVER_POS_CONTROL)
px4_add_romfs_files(
50000_generic_ground_vehicle
50004_nxpcup_car_dfrobot_gpx
)
endif()
if(CONFIG_MODULES_DIFFERENTIAL_DRIVE)
px4_add_romfs_files(
50003_aion_robotics_r1_rover
)
endif()
if(CONFIG_MODULES_UUV_ATT_CONTROL)
px4_add_romfs_files(
# [60000, 61000] (Unmanned) Underwater Robots
60000_uuv_generic
60001_uuv_hippocampus
60002_uuv_bluerov2_heavy
)
endif()
@@ -28,6 +28,7 @@ param set-default EKF2_ARSP_THR 8
param set-default EKF2_FUSE_BETA 1
param set-default EKF2_GPS_CHECK 21
param set-default EKF2_MAG_ACCLIM 0
param set-default EKF2_MAG_YAWLIM 0
param set-default EKF2_REQ_EPH 10
param set-default EKF2_REQ_EPV 10
param set-default EKF2_REQ_HDRIFT 0.5
+2 -12
View File
@@ -439,12 +439,7 @@ else
#
# Start a thermal calibration if required.
#
set RC_THERMAL_CAL ${R}etc/init.d/rc.thermal_cal
if [ -f ${RC_THERMAL_CAL} ]
then
. ${RC_THERMAL_CAL}
fi
unset RC_THERMAL_CAL
. ${R}etc/init.d/rc.thermal_cal
#
# Start gimbal to control mounts such as gimbals, disabled by default.
@@ -505,12 +500,7 @@ else
#
# Start the logger.
#
set RC_LOGGING ${R}etc/init.d/rc.logging
if [ -f ${RC_LOGGING} ]
then
. ${RC_LOGGING}
fi
unset RC_LOGGING
. ${R}etc/init.d/rc.logging
#
# Set additional parameters and env variables for selected AUTOSTART.
+3
View File
@@ -64,6 +64,9 @@
// Hacks for MAVLink RC button input
#define ATL_MANTIS_RC_INPUT_HACKS
// Hacks for MAVLink RC button input
#define ATL_MANTIS_RC_INPUT_HACKS
/*
* ADC channels
*
+1 -1
View File
@@ -60,7 +60,7 @@ CONFIG_MODULES_NAVIGATOR=y
CONFIG_MODULES_RC_UPDATE=y
CONFIG_MODULES_ROVER_POS_CONTROL=y
CONFIG_MODULES_SENSORS=y
# CONFIG_MODULES_SIMULATION_SIMULATOR_SIH=y
CONFIG_MODULES_SIMULATION_SIMULATOR_SIH=y
CONFIG_MODULES_TEMPERATURE_COMPENSATION=y
CONFIG_MODULES_UXRCE_DDS_CLIENT=y
CONFIG_MODULES_VTOL_ATT_CONTROL=y
+1 -3
View File
@@ -4,14 +4,13 @@ CONFIG_DRIVERS_ACTUATORS_VOXL_ESC=y
CONFIG_DRIVERS_BAROMETER_INVENSENSE_ICP101XX=y
CONFIG_DRIVERS_DISTANCE_SENSOR_VL53L0X=y
CONFIG_DRIVERS_DISTANCE_SENSOR_VL53L1X=y
CONFIG_DRIVERS_GPS=y
CONFIG_DRIVERS_LIGHTS_RGBLED_NCP5623C=y
CONFIG_DRIVERS_MAGNETOMETER_ISENTEK_IST8308=y
CONFIG_DRIVERS_MAGNETOMETER_ISENTEK_IST8310=y
CONFIG_DRIVERS_MAGNETOMETER_QMC5883L=y
CONFIG_DRIVERS_POWER_MONITOR_VOXLPM=y
CONFIG_DRIVERS_RC_CRSF_RC=y
CONFIG_DRIVERS_QSHELL_QURT=y
CONFIG_DRIVERS_VOXL2_IO=y
CONFIG_MODULES_COMMANDER=y
CONFIG_MODULES_CONTROL_ALLOCATOR=y
CONFIG_MODULES_EKF2=y
@@ -29,5 +28,4 @@ CONFIG_MODULES_RC_UPDATE=y
CONFIG_MODULES_SENSORS=y
CONFIG_MODULES_SIMULATION_PWM_OUT_SIM=y
CONFIG_SYSTEMCMDS_UORB=y
CONFIG_SYSTEMCMDS_PARAM=y
CONFIG_ORB_COMMUNICATOR=y
+1 -1
View File
@@ -49,6 +49,6 @@ add_subdirectory(${PX4_BOARD_DIR}/src/drivers/rc_controller)
add_subdirectory(${PX4_BOARD_DIR}/src/drivers/mavlink_rc_in)
# add_subdirectory(${PX4_BOARD_DIR}/src/drivers/spektrum_rc)
# add_subdirectory(${PX4_BOARD_DIR}/src/drivers/ghst_rc)
add_subdirectory(${PX4_BOARD_DIR}/src/drivers/dsp_hitl)
# add_subdirectory(${PX4_BOARD_DIR}/src/drivers/dsp_hitl)
# add_subdirectory(${PX4_BOARD_DIR}/src/drivers/dsp_sbus)
add_subdirectory(${PX4_BOARD_DIR}/src/drivers/elrs_led)
@@ -989,10 +989,10 @@ handle_message_hil_gps_dsp(mavlink_message_t *msg)
gps.device_id = device_id.devid;
gps.latitude_deg = hil_gps.lat;
gps.longitude_deg = hil_gps.lon;
gps.altitude_msl_m = hil_gps.alt;
gps.altitude_ellipsoid_m = hil_gps.alt;
gps.lat = hil_gps.lat;
gps.lon = hil_gps.lon;
gps.alt = hil_gps.alt;
gps.alt_ellipsoid = hil_gps.alt;
gps.s_variance_m_s = 0.25f;
gps.c_variance_rad = 0.5f;
+1 -1
View File
@@ -16,7 +16,7 @@ param set-default SENS_EN_INA238 0
param set-default SENS_EN_INA228 0
param set-default SENS_EN_INA226 1
if ver hwbasecmp 008 009 00a 010 011
if ver hwbasecmp 008 009 00a 010
then
# Skynode: use the "custom participant" config for uxrce_dds_client
param set-default UXRCE_DDS_PTCFG 2
+1 -1
View File
@@ -3,7 +3,7 @@
# board specific MAVLink startup script.
#------------------------------------------------------------------------------
if ver hwbasecmp 008 009 00a 010 011
if ver hwbasecmp 008 009 00a 010
then
# Start MAVLink on the UART connected to the mission computer
mavlink start -d /dev/ttyS4 -b 3000000 -r 290000 -m onboard_low_bandwidth -x -z
+1 -1
View File
@@ -49,7 +49,7 @@ then
fi
fi
if ver hwbasecmp 008 009 00a 010 011
if ver hwbasecmp 008 009 00a 010
then
#SKYNODE base fmu board orientation
+1 -1
View File
@@ -18,7 +18,7 @@ param set-default SENS_EN_INA238 0
param set-default SENS_EN_INA228 0
param set-default SENS_EN_INA226 0
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
# Skynode: use the "custom participant" config for uxrce_dds_client
param set-default UXRCE_DDS_PTCFG 2
+1 -1
View File
@@ -4,7 +4,7 @@
#------------------------------------------------------------------------------
# if skynode base board is detected start Mavlink on Telem2
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
mavlink start -d /dev/ttyS4 -b 3000000 -r 290000 -m onboard_low_bandwidth -x -z
+4 -4
View File
@@ -56,7 +56,7 @@ then
fi
#Start Auterion Power Module selector for Skynode boards
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
pm_selector_auterion start
else
@@ -93,7 +93,7 @@ else
icm20649 -s -R 6 start
else
# Internal SPI BMI088
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
bmi088 -A -R 6 -s start
bmi088 -G -R 6 -s start
@@ -110,7 +110,7 @@ else
fi
# Internal SPI bus ICM42688p
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
icm42688p -R 12 -s start
else
@@ -127,7 +127,7 @@ else
# Internal SPI bus ICM-42670-P (hard-mounted)
icm42670p -R 10 -s start
else
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
icm20602 -R 6 -s start
else
+4 -23
View File
@@ -6,30 +6,21 @@ CONFIG_BOARD_SERIAL_GPS2="/dev/ttyS3"
CONFIG_BOARD_SERIAL_TEL1="/dev/ttyS2"
CONFIG_BOARD_SERIAL_TEL2="/dev/ttyS5"
CONFIG_BOARD_SERIAL_TEL3="/dev/ttyS6"
CONFIG_DRIVERS_ADC_ADS1115=y
CONFIG_DRIVERS_ADC_BOARD_ADC=y
CONFIG_DRIVERS_BAROMETER_BMP388=y
CONFIG_DRIVERS_BAROMETER_INVENSENSE_ICP201XX=y
CONFIG_DRIVERS_BAROMETER_MS5611=y
CONFIG_DRIVERS_CAMERA_CAPTURE=y
CONFIG_DRIVERS_CAMERA_TRIGGER=y
CONFIG_COMMON_DIFFERENTIAL_PRESSURE=y
CONFIG_COMMON_DISTANCE_SENSOR=y
CONFIG_DRIVERS_DISTANCE_SENSOR_LIGHTWARE_LASER_I2C=y
CONFIG_DRIVERS_DSHOT=y
CONFIG_DRIVERS_GPS=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_COMMON_LIGHT=y
CONFIG_COMMON_MAGNETOMETER=y
CONFIG_DRIVERS_OSD_MSP_OSD=y
CONFIG_DRIVERS_MAGNETOMETER_BOSCH_BMM150=y
CONFIG_DRIVERS_MAGNETOMETER_HMC5883=y
CONFIG_DRIVERS_MAGNETOMETER_ISENTEK_IST8310=y
CONFIG_DRIVERS_POWER_MONITOR_INA226=y
CONFIG_DRIVERS_POWER_MONITOR_INA228=y
CONFIG_DRIVERS_POWER_MONITOR_INA238=y
@@ -41,20 +32,14 @@ CONFIG_COMMON_TELEMETRY=y
CONFIG_DRIVERS_TONE_ALARM=y
CONFIG_DRIVERS_UAVCAN=y
CONFIG_COMMON_UWB=y
CONFIG_MODULES_AIRSPEED_SELECTOR=y
CONFIG_MODULES_BATTERY_STATUS=y
CONFIG_MODULES_CAMERA_FEEDBACK=y
CONFIG_MODULES_COMMANDER=y
CONFIG_MODULES_CONTROL_ALLOCATOR=y
CONFIG_MODULES_DATAMAN=y
CONFIG_MODULES_EKF2=y
CONFIG_MODULES_ESC_BATTERY=y
CONFIG_MODULES_EVENTS=y
CONFIG_MODULES_FLIGHT_MODE_MANAGER=y
CONFIG_MODULES_FW_ATT_CONTROL=y
CONFIG_MODULES_FW_AUTOTUNE_ATTITUDE_CONTROL=y
CONFIG_MODULES_FW_POS_CONTROL=y
CONFIG_MODULES_FW_RATE_CONTROL=y
CONFIG_MODULES_GIMBAL=y
CONFIG_MODULES_GYRO_CALIBRATION=y
CONFIG_MODULES_GYRO_FFT=y
@@ -72,15 +57,11 @@ CONFIG_MODULES_MC_HOVER_THRUST_ESTIMATOR=y
CONFIG_MODULES_MC_POS_CONTROL=y
CONFIG_MODULES_MC_RATE_CONTROL=y
CONFIG_MODULES_NAVIGATOR=y
CONFIG_MODE_NAVIGATOR_VTOL_TAKEOFF=y
CONFIG_MODULES_RC_UPDATE=y
CONFIG_MODULES_ROVER_POS_CONTROL=y
CONFIG_MODULES_SENSORS=y
CONFIG_MODULES_TEMPERATURE_COMPENSATION=y
CONFIG_MODULES_UXRCE_DDS_CLIENT=y
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_HARDFAULT_LOG=y
+1 -1
View File
@@ -4,7 +4,7 @@
#------------------------------------------------------------------------------
# if skynode base board is detected start Mavlink on Telem2
if ver hwbasecmp 009 010 011
if ver hwbasecmp 009 010
then
mavlink start -d /dev/ttyS5 -b 3000000 -r 290000 -m onboard_low_bandwidth -x -z
@@ -257,7 +257,7 @@ CONFIG_SCHED_INSTRUMENTATION_EXTERNAL=y
CONFIG_SCHED_INSTRUMENTATION_SWITCH=y
CONFIG_SCHED_LPWORK=y
CONFIG_SCHED_LPWORKPRIORITY=50
CONFIG_SCHED_LPWORKSTACKSIZE=2032
CONFIG_SCHED_LPWORKSTACKSIZE=1632
CONFIG_SCHED_WAITPID=y
CONFIG_SDIO_BLOCKSETUP=y
CONFIG_SEM_PREALLOCHOLDERS=32
-6
View File
@@ -1,9 +1,4 @@
CONFIG_MODULES_AIRSPEED_SELECTOR=n
CONFIG_MODULES_FLIGHT_MODE_MANAGER=n
CONFIG_MODULES_FW_ATT_CONTROL=n
CONFIG_MODULES_FW_AUTOTUNE_ATTITUDE_CONTROL=n
CONFIG_MODULES_FW_POS_CONTROL=n
CONFIG_MODULES_FW_RATE_CONTROL=n
CONFIG_MODULES_LANDING_TARGET_ESTIMATOR=n
CONFIG_MODULES_LOCAL_POSITION_ESTIMATOR=n
CONFIG_MODULES_MC_ATT_CONTROL=n
@@ -11,7 +6,6 @@ CONFIG_MODULES_MC_AUTOTUNE_ATTITUDE_CONTROL=n
CONFIG_MODULES_MC_HOVER_THRUST_ESTIMATOR=n
CONFIG_MODULES_MC_POS_CONTROL=n
CONFIG_MODULES_MC_RATE_CONTROL=n
CONFIG_MODULES_VTOL_ATT_CONTROL=n
CONFIG_EKF2_AUX_GLOBAL_POSITION=y
# CONFIG_EKF2_WIND is not set
CONFIG_MODULES_DIFFERENTIAL_DRIVE=y
+5
View File
@@ -0,0 +1,5 @@
CONFIG_EKF2_AUX_GLOBAL_POSITION=n
CONFIG_EKF2_VERBOSE_STATUS=n
CONFIG_MODULES_EKF2=n
CONFIG_MODULES_SENSORS=y
CONFIG_BOARD_NOLOCKSTEP=y
-1
View File
@@ -173,7 +173,6 @@ set(msg_files
RegisterExtComponentReply.msg
RegisterExtComponentRequest.msg
Rpm.msg
RtlStatus.msg
RtlTimeEstimate.msg
SatelliteInfo.msg
SensorAccel.msg
+9 -3
View File
@@ -55,9 +55,15 @@ 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)
bool fs_bad_vel_n # 9 - true if fusion of the North velocity has encountered a numerical error
bool fs_bad_vel_e # 10 - true if fusion of the East velocity has encountered a numerical error
bool fs_bad_vel_d # 11 - true if fusion of the Down velocity has encountered a numerical error
bool fs_bad_pos_n # 12 - true if fusion of the North position has encountered a numerical error
bool fs_bad_pos_e # 13 - true if fusion of the East position has encountered a numerical error
bool fs_bad_pos_d # 14 - true if fusion of the Down position has encountered a numerical error
bool fs_bad_acc_bias # 15 - true if bad delta velocity bias estimates have been detected
bool fs_bad_acc_vertical # 16 - true if bad vertical accelerometer data has been detected
bool fs_bad_acc_clipping # 17 - true if delta velocity data contains clipping (asymmetric railing)
# innovation test failures
-15
View File
@@ -1,15 +0,0 @@
uint64 timestamp # time since system start (microseconds)
uint32 safe_points_id # unique ID of active set of safe_point_items
bool is_evaluation_pending # flag if the RTL point needs reevaluation (e.g. new safe points available, but need loading).
bool has_vtol_approach # flag if approaches are defined for current RTL_TYPE parameter setting
uint8 rtl_type # Type of RTL chosen
uint8 safe_point_index # index of the chosen safe point, if in RTL_STATUS_TYPE_DIRECT_SAFE_POINT mode
uint8 RTL_STATUS_TYPE_NONE=0 # RTL type is pending if evaluation can't pe performed currently e.g. when it is still loading the safe points
uint8 RTL_STATUS_TYPE_DIRECT_SAFE_POINT=1 # RTL type is chosen to directly go to a safe point or home position
uint8 RTL_STATUS_TYPE_DIRECT_MISSION_LAND=2 # RTL type is going straight to the beginning of the mission landing
uint8 RTL_STATUS_TYPE_FOLLOW_MISSION=3 # RTL type is following the mission from closest point to mission landing
uint8 RTL_STATUS_TYPE_FOLLOW_MISSION_REVERSE=4 # RTL type is following the mission in reverse to the start position
-1
View File
@@ -52,7 +52,6 @@ add_library(px4_platform STATIC
shutdown.cpp
spi.cpp
pab_manifest.c
Serial.cpp
${SRCS}
)
target_link_libraries(px4_platform prebuild_targets px4_work_queue)
-143
View File
@@ -1,143 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <px4_platform_common/Serial.hpp>
namespace device
{
Serial::Serial(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol) :
_impl(port, baudrate, bytesize, parity, stopbits, flowcontrol)
{
// If no baudrate was specified then set it to a reasonable default value
if (baudrate == 0) {
(void) _impl.setBaudrate(9600);
}
}
Serial::~Serial()
{
}
bool Serial::open()
{
return _impl.open();
}
bool Serial::isOpen() const
{
return _impl.isOpen();
}
bool Serial::close()
{
return _impl.close();
}
ssize_t Serial::read(uint8_t *buffer, size_t buffer_size)
{
return _impl.read(buffer, buffer_size);
}
ssize_t Serial::readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count, uint32_t timeout_us)
{
return _impl.readAtLeast(buffer, buffer_size, character_count, timeout_us);
}
ssize_t Serial::write(const void *buffer, size_t buffer_size)
{
return _impl.write(buffer, buffer_size);
}
void Serial::flush()
{
return _impl.flush();
}
uint32_t Serial::getBaudrate() const
{
return _impl.getBaudrate();
}
bool Serial::setBaudrate(uint32_t baudrate)
{
return _impl.setBaudrate(baudrate);
}
ByteSize Serial::getBytesize() const
{
return _impl.getBytesize();
}
bool Serial::setBytesize(ByteSize bytesize)
{
return _impl.setBytesize(bytesize);
}
Parity Serial::getParity() const
{
return _impl.getParity();
}
bool Serial::setParity(Parity parity)
{
return _impl.setParity(parity);
}
StopBits Serial::getStopbits() const
{
return _impl.getStopbits();
}
bool Serial::setStopbits(StopBits stopbits)
{
return _impl.setStopbits(stopbits);
}
FlowControl Serial::getFlowcontrol() const
{
return _impl.getFlowcontrol();
}
bool Serial::setFlowcontrol(FlowControl flowcontrol)
{
return _impl.setFlowcontrol(flowcontrol);
}
const char *Serial::getPort() const
{
return _impl.getPort();
}
} // namespace device
@@ -1,99 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <SerialImpl.hpp>
#include <px4_platform_common/SerialCommon.hpp>
using device::SerialConfig::ByteSize;
using device::SerialConfig::Parity;
using device::SerialConfig::StopBits;
using device::SerialConfig::FlowControl;
namespace device __EXPORT
{
class Serial
{
public:
Serial(const char *port, uint32_t baudrate = 57600,
ByteSize bytesize = ByteSize::EightBits, Parity parity = Parity::None,
StopBits stopbits = StopBits::One, FlowControl flowcontrol = FlowControl::Disabled);
virtual ~Serial();
// Open sets up the port and gets it configured based on desired configuration
bool open();
bool isOpen() const;
bool close();
ssize_t read(uint8_t *buffer, size_t buffer_size);
ssize_t readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count = 1, uint32_t timeout_us = 0);
ssize_t write(const void *buffer, size_t buffer_size);
void flush();
// If port is already open then the following configuration functions
// will reconfigure the port. If the port is not yet open then they will
// simply store the configuration in preparation for the port to be opened.
uint32_t getBaudrate() const;
bool setBaudrate(uint32_t baudrate);
ByteSize getBytesize() const;
bool setBytesize(ByteSize bytesize);
Parity getParity() const;
bool setParity(Parity parity);
StopBits getStopbits() const;
bool setStopbits(StopBits stopbits);
FlowControl getFlowcontrol() const;
bool setFlowcontrol(FlowControl flowcontrol);
const char *getPort() const;
private:
// Disable copy constructors
Serial(const Serial &);
Serial &operator=(const Serial &);
// platform implementation
SerialImpl _impl;
};
} // namespace device
@@ -1,70 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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
namespace device
{
namespace SerialConfig
{
// ByteSize: number of data bits
enum class ByteSize {
FiveBits = 5,
SixBits = 6,
SevenBits = 7,
EightBits = 8,
};
// Parity: enable parity checking
enum class Parity {
None = 0,
Odd = 1,
Even = 2,
};
// StopBits: number of stop bits
enum class StopBits {
One = 1,
Two = 2
};
// FlowControl: enable flow control
enum class FlowControl {
Disabled = 0,
Enabled = 1,
};
} // namespace SerialConfig
} // namespace device
@@ -13,21 +13,11 @@ __END_DECLS
#define px4_clock_gettime system_clock_gettime
#endif
#if defined(ENABLE_LOCKSTEP_SCHEDULER) || defined(__PX4_QURT)
__BEGIN_DECLS
__EXPORT int px4_clock_settime(clockid_t clk_id, const struct timespec *tp);
__END_DECLS
#else
#define px4_clock_settime system_clock_settime
#endif
#if defined(ENABLE_LOCKSTEP_SCHEDULER)
__BEGIN_DECLS
__EXPORT int px4_clock_settime(clockid_t clk_id, const struct timespec *tp);
__EXPORT int px4_usleep(useconds_t usec);
__EXPORT unsigned int px4_sleep(unsigned int seconds);
__EXPORT int px4_pthread_cond_timedwait(pthread_cond_t *cond,
@@ -37,6 +27,7 @@ __END_DECLS
#else
#define px4_clock_settime system_clock_settime
#define px4_usleep system_usleep
#define px4_sleep system_sleep
#define px4_pthread_cond_timedwait system_pthread_cond_timedwait
+7 -49
View File
@@ -48,8 +48,6 @@
#include <board_config.h>
#if defined(BOARD_HAS_HW_SPLIT_VERSIONING)
#include <inttypes.h>
#include <stdbool.h>
#include <syslog.h>
@@ -59,6 +57,7 @@
/****************************************************************************
* Pre-Processor Definitions
****************************************************************************/
#if defined(BOARD_HAS_HW_SPLIT_VERSIONING)
typedef struct {
hw_base_id_t hw_base_id; /* The ID of the Base */
@@ -293,6 +292,12 @@ static const px4_hw_mft_item_t base_configuration_9[] = {
.mandatory = 1,
.connection = px4_hw_con_onboard,
},
{
.id = PX4_MFT_PM2,
.present = 1,
.mandatory = 1,
.connection = px4_hw_con_onboard,
},
{
.id = PX4_MFT_ETHERNET,
.present = 1,
@@ -310,52 +315,6 @@ static const px4_hw_mft_item_t base_configuration_9[] = {
// BASE ID 10 Skynode QS no USB Alaised to ID 9
// BASE ID 16 Auterion Skynode RC10, RC11, RC12, RC13 Alaised to ID 0
// BASE ID 17 Auterion Skynode RC13 with many parts removed
static const px4_hw_mft_item_t base_configuration_17[] = {
{
.id = PX4_MFT_PX4IO,
.present = 0,
.mandatory = 0,
.connection = px4_hw_con_onboard,
},
{
.id = PX4_MFT_USB,
.present = 1,
.mandatory = 1,
.connection = px4_hw_con_unknown,
},
{
.id = PX4_MFT_CAN2,
.present = 0,
.mandatory = 0,
.connection = px4_hw_con_onboard,
},
{
.id = PX4_MFT_CAN3,
.present = 0,
.mandatory = 0,
.connection = px4_hw_con_unknown,
},
{
.id = PX4_MFT_PM2,
.present = 0,
.mandatory = 0,
.connection = px4_hw_con_onboard,
},
{
.id = PX4_MFT_ETHERNET,
.present = 1,
.mandatory = 1,
.connection = px4_hw_con_connector,
},
{
.id = PX4_MFT_T100_ETH,
.present = 1,
.mandatory = 1,
.connection = px4_hw_con_onboard,
},
};
static px4_hw_mft_list_entry_t mft_lists[] = {
// ver_rev
@@ -369,7 +328,6 @@ static px4_hw_mft_list_entry_t mft_lists[] = {
{HW_BASE_ID(9), base_configuration_9, arraySize(base_configuration_9)}, // Auterion Skynode ver 9
{HW_BASE_ID(10), base_configuration_9, arraySize(base_configuration_9)}, // Auterion Skynode ver 10
{HW_BASE_ID(16), base_configuration_0, arraySize(base_configuration_0)}, // Auterion Skynode ver 16
{HW_BASE_ID(17), base_configuration_17, arraySize(base_configuration_17)}, // Auterion Skynode ver 17
};
/************************************************************************************
@@ -1,391 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <SerialImpl.hpp>
#include <string.h> // strncpy
#include <termios.h>
#include <px4_log.h>
#include <fcntl.h>
#include <errno.h>
#include <poll.h>
#include <drivers/drv_hrt.h>
#define MODULE_NAME "SerialImpl"
namespace device
{
SerialImpl::SerialImpl(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol) :
_baudrate(baudrate),
_bytesize(bytesize),
_parity(parity),
_stopbits(stopbits),
_flowcontrol(flowcontrol)
{
if (port) {
strncpy(_port, port, sizeof(_port) - 1);
_port[sizeof(_port) - 1] = '\0';
} else {
_port[0] = 0;
}
}
SerialImpl::~SerialImpl()
{
if (isOpen()) {
close();
}
}
bool SerialImpl::validateBaudrate(uint32_t baudrate)
{
return ((baudrate == 9600) ||
(baudrate == 19200) ||
(baudrate == 38400) ||
(baudrate == 57600) ||
(baudrate == 115200) ||
(baudrate == 230400) ||
(baudrate == 460800) ||
(baudrate == 921600));
}
bool SerialImpl::configure()
{
/* process baud rate */
int speed;
if (! validateBaudrate(_baudrate)) {
PX4_ERR("ERR: unknown baudrate: %lu", _baudrate);
return false;
}
switch (_baudrate) {
case 9600: speed = B9600; break;
case 19200: speed = B19200; break;
case 38400: speed = B38400; break;
case 57600: speed = B57600; break;
case 115200: speed = B115200; break;
case 230400: speed = B230400; break;
#ifndef B460800
#define B460800 460800
#endif
case 460800: speed = B460800; break;
#ifndef B921600
#define B921600 921600
#endif
case 921600: speed = B921600; break;
default:
PX4_ERR("ERR: unknown baudrate: %lu", _baudrate);
return false;
}
struct termios uart_config;
int termios_state;
/* fill the struct for the new configuration */
if ((termios_state = tcgetattr(_serial_fd, &uart_config)) < 0) {
PX4_ERR("ERR: %d (tcgetattr)", termios_state);
return false;
}
/* properly configure the terminal (see also https://en.wikibooks.org/wiki/Serial_Programming/termios ) */
//
// Input flags - Turn off input processing
//
// convert break to null byte, no CR to NL translation,
// no NL to CR translation, don't mark parity errors or breaks
// no input parity check, don't strip high bit off,
// no XON/XOFF software flow control
//
uart_config.c_iflag &= ~(IGNBRK | BRKINT | ICRNL |
INLCR | PARMRK | INPCK | ISTRIP | IXON);
//
// Output flags - Turn off output processing
//
// no CR to NL translation, no NL to CR-NL translation,
// no NL to CR translation, no column 0 CR suppression,
// no Ctrl-D suppression, no fill characters, no case mapping,
// no local output processing
//
// config.c_oflag &= ~(OCRNL | ONLCR | ONLRET |
// ONOCR | ONOEOT| OFILL | OLCUC | OPOST);
uart_config.c_oflag = 0;
//
// No line processing
//
// echo off, echo newline off, canonical mode off,
// extended input processing off, signal chars off
//
uart_config.c_lflag &= ~(ECHO | ECHONL | ICANON | IEXTEN | ISIG);
/* no parity, one stop bit, disable flow control */
uart_config.c_cflag &= ~(CSTOPB | PARENB | CRTSCTS);
/* set baud rate */
if ((termios_state = cfsetispeed(&uart_config, speed)) < 0) {
PX4_ERR("ERR: %d (cfsetispeed)", termios_state);
return false;
}
if ((termios_state = cfsetospeed(&uart_config, speed)) < 0) {
PX4_ERR("ERR: %d (cfsetospeed)", termios_state);
return false;
}
if ((termios_state = tcsetattr(_serial_fd, TCSANOW, &uart_config)) < 0) {
PX4_ERR("ERR: %d (tcsetattr)", termios_state);
return false;
}
return true;
}
bool SerialImpl::open()
{
if (isOpen()) {
return true;
}
// Open the serial port
int serial_fd = ::open(_port, O_RDWR | O_NOCTTY);
if (serial_fd < 0) {
PX4_ERR("failed to open %s err: %d", _port, errno);
return false;
}
_serial_fd = serial_fd;
// Configure the serial port
if (! configure()) {
PX4_ERR("failed to configure %s err: %d", _port, errno);
return false;
}
_open = true;
return _open;
}
bool SerialImpl::isOpen() const
{
return _open;
}
bool SerialImpl::close()
{
if (_serial_fd >= 0) {
::close(_serial_fd);
}
_serial_fd = -1;
_open = false;
return true;
}
ssize_t SerialImpl::read(uint8_t *buffer, size_t buffer_size)
{
if (!_open) {
PX4_ERR("Cannot read from serial device until it has been opened");
return -1;
}
int ret = ::read(_serial_fd, buffer, buffer_size);
if (ret < 0) {
PX4_DEBUG("%s read error %d", _port, ret);
}
return ret;
}
ssize_t SerialImpl::readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count, uint32_t timeout_us)
{
if (!_open) {
PX4_ERR("Cannot readAtLeast from serial device until it has been opened");
return -1;
}
if (buffer_size < character_count) {
PX4_ERR("%s: Buffer not big enough to hold desired amount of read data", __FUNCTION__);
return -1;
}
const hrt_abstime start_time_us = hrt_absolute_time();
int total_bytes_read = 0;
while ((total_bytes_read < (int) character_count) && (hrt_elapsed_time(&start_time_us) < timeout_us)) {
// Poll for incoming UART data.
pollfd fds[1];
fds[0].fd = _serial_fd;
fds[0].events = POLLIN;
hrt_abstime remaining_time = timeout_us - hrt_elapsed_time(&start_time_us);
if (remaining_time <= 0) { break; }
int ret = poll(fds, sizeof(fds) / sizeof(fds[0]), remaining_time);
if (ret > 0) {
if (fds[0].revents & POLLIN) {
ret = read(&buffer[total_bytes_read], buffer_size - total_bytes_read);
if (ret > 0) {
total_bytes_read += ret;
}
} else {
PX4_ERR("Got a poll error");
return -1;
}
}
}
return total_bytes_read;
}
ssize_t SerialImpl::write(const void *buffer, size_t buffer_size)
{
if (!_open) {
PX4_ERR("Cannot write to serial device until it has been opened");
return -1;
}
int written = ::write(_serial_fd, buffer, buffer_size);
::fsync(_serial_fd);
if (written < 0) {
PX4_ERR("%s write error %d", _port, written);
}
return written;
}
void SerialImpl::flush()
{
if (_open) {
tcflush(_serial_fd, TCIOFLUSH);
}
}
const char *SerialImpl::getPort() const
{
return _port;
}
uint32_t SerialImpl::getBaudrate() const
{
return _baudrate;
}
bool SerialImpl::setBaudrate(uint32_t baudrate)
{
if (! validateBaudrate(baudrate)) {
PX4_ERR("ERR: invalid baudrate: %lu", baudrate);
return false;
}
// check if already configured
if ((baudrate == _baudrate) && _open) {
return true;
}
_baudrate = baudrate;
// process baud rate change now if port is already open
if (_open) {
return configure();
}
return true;
}
ByteSize SerialImpl::getBytesize() const
{
return _bytesize;
}
bool SerialImpl::setBytesize(ByteSize bytesize)
{
return bytesize == ByteSize::EightBits;
}
Parity SerialImpl::getParity() const
{
return _parity;
}
bool SerialImpl::setParity(Parity parity)
{
return parity == Parity::None;
}
StopBits SerialImpl::getStopbits() const
{
return _stopbits;
}
bool SerialImpl::setStopbits(StopBits stopbits)
{
return stopbits == StopBits::One;
}
FlowControl SerialImpl::getFlowcontrol() const
{
return _flowcontrol;
}
bool SerialImpl::setFlowcontrol(FlowControl flowcontrol)
{
return flowcontrol == FlowControl::Disabled;
}
} // namespace device
@@ -1,106 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <stdint.h>
#include <unistd.h>
#include <px4_platform_common/SerialCommon.hpp>
using device::SerialConfig::ByteSize;
using device::SerialConfig::Parity;
using device::SerialConfig::StopBits;
using device::SerialConfig::FlowControl;
namespace device
{
class SerialImpl
{
public:
SerialImpl(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol);
virtual ~SerialImpl();
bool open();
bool isOpen() const;
bool close();
ssize_t read(uint8_t *buffer, size_t buffer_size);
ssize_t readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count = 1, uint32_t timeout_us = 0);
ssize_t write(const void *buffer, size_t buffer_size);
void flush();
const char *getPort() const;
uint32_t getBaudrate() const;
bool setBaudrate(uint32_t baudrate);
ByteSize getBytesize() const;
bool setBytesize(ByteSize bytesize);
Parity getParity() const;
bool setParity(Parity parity);
StopBits getStopbits() const;
bool setStopbits(StopBits stopbits);
FlowControl getFlowcontrol() const;
bool setFlowcontrol(FlowControl flowcontrol);
private:
int _serial_fd{-1};
bool _open{false};
char _port[32] {};
uint32_t _baudrate{0};
ByteSize _bytesize{ByteSize::EightBits};
Parity _parity{Parity::None};
StopBits _stopbits{StopBits::One};
FlowControl _flowcontrol{FlowControl::Disabled};
bool validateBaudrate(uint32_t baudrate);
bool configure();
};
} // namespace device
@@ -3,8 +3,6 @@
add_library(px4_layer
${KERNEL_SRCS}
cdc_acm_check.cpp
${PX4_SOURCE_DIR}/platforms/common/Serial.cpp
SerialImpl.cpp
)
target_link_libraries(px4_layer
@@ -15,8 +15,6 @@ add_library(px4_layer
usr_board_ctrl.c
usr_hrt.cpp
usr_mcu_version.cpp
${PX4_SOURCE_DIR}/platforms/common/Serial.cpp
SerialImpl.cpp
)
target_link_libraries(px4_layer
-105
View File
@@ -1,105 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <stdint.h>
#include <unistd.h>
#include <px4_platform_common/SerialCommon.hpp>
using device::SerialConfig::ByteSize;
using device::SerialConfig::Parity;
using device::SerialConfig::StopBits;
using device::SerialConfig::FlowControl;
namespace device
{
class SerialImpl
{
public:
SerialImpl(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol);
virtual ~SerialImpl();
bool open();
bool isOpen() const;
bool close();
ssize_t read(uint8_t *buffer, size_t buffer_size);
ssize_t readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count = 1, uint32_t timeout_us = 0);
ssize_t write(const void *buffer, size_t buffer_size);
void flush();
const char *getPort() const;
uint32_t getBaudrate() const;
bool setBaudrate(uint32_t baudrate);
ByteSize getBytesize() const;
bool setBytesize(ByteSize bytesize);
Parity getParity() const;
bool setParity(Parity parity);
StopBits getStopbits() const;
bool setStopbits(StopBits stopbits);
FlowControl getFlowcontrol() const;
bool setFlowcontrol(FlowControl flowcontrol);
private:
int _serial_fd{-1};
bool _open{false};
char _port[32] {};
uint32_t _baudrate{0};
ByteSize _bytesize{ByteSize::EightBits};
Parity _parity{Parity::None};
StopBits _stopbits{StopBits::One};
FlowControl _flowcontrol{FlowControl::Disabled};
bool validateBaudrate(uint32_t baudrate);
bool configure();
};
} // namespace device
@@ -46,8 +46,6 @@ add_library(px4_layer
drv_hrt.cpp
cpuload.cpp
print_load.cpp
${PX4_SOURCE_DIR}/platforms/common/Serial.cpp
SerialImpl.cpp
)
target_compile_definitions(px4_layer PRIVATE MODULE_NAME="px4")
target_compile_options(px4_layer PRIVATE -Wno-cast-align) # TODO: fix and enable
@@ -1,391 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <SerialImpl.hpp>
#include <string.h> // strncpy
#include <termios.h>
#include <px4_log.h>
#include <fcntl.h>
#include <errno.h>
#include <poll.h>
#include <drivers/drv_hrt.h>
namespace device
{
SerialImpl::SerialImpl(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol) :
_baudrate(baudrate),
_bytesize(bytesize),
_parity(parity),
_stopbits(stopbits),
_flowcontrol(flowcontrol)
{
if (port) {
strncpy(_port, port, sizeof(_port) - 1);
_port[sizeof(_port) - 1] = '\0';
} else {
_port[0] = 0;
}
}
SerialImpl::~SerialImpl()
{
if (isOpen()) {
close();
}
}
bool SerialImpl::validateBaudrate(uint32_t baudrate)
{
return ((baudrate == 9600) ||
(baudrate == 19200) ||
(baudrate == 38400) ||
(baudrate == 57600) ||
(baudrate == 115200) ||
(baudrate == 230400) ||
(baudrate == 460800) ||
(baudrate == 921600));
}
bool SerialImpl::configure()
{
/* process baud rate */
int speed;
if (! validateBaudrate(_baudrate)) {
PX4_ERR("ERR: unknown baudrate: %u", _baudrate);
return false;
}
switch (_baudrate) {
case 9600: speed = B9600; break;
case 19200: speed = B19200; break;
case 38400: speed = B38400; break;
case 57600: speed = B57600; break;
case 115200: speed = B115200; break;
case 230400: speed = B230400; break;
#ifndef B460800
#define B460800 460800
#endif
case 460800: speed = B460800; break;
#ifndef B921600
#define B921600 921600
#endif
case 921600: speed = B921600; break;
default:
PX4_ERR("ERR: unknown baudrate: %d", _baudrate);
return false;
}
struct termios uart_config;
int termios_state;
/* fill the struct for the new configuration */
if ((termios_state = tcgetattr(_serial_fd, &uart_config)) < 0) {
PX4_ERR("ERR: %d (tcgetattr)", termios_state);
return false;
}
/* properly configure the terminal (see also https://en.wikibooks.org/wiki/Serial_Programming/termios ) */
//
// Input flags - Turn off input processing
//
// convert break to null byte, no CR to NL translation,
// no NL to CR translation, don't mark parity errors or breaks
// no input parity check, don't strip high bit off,
// no XON/XOFF software flow control
//
uart_config.c_iflag &= ~(IGNBRK | BRKINT | ICRNL |
INLCR | PARMRK | INPCK | ISTRIP | IXON);
//
// Output flags - Turn off output processing
//
// no CR to NL translation, no NL to CR-NL translation,
// no NL to CR translation, no column 0 CR suppression,
// no Ctrl-D suppression, no fill characters, no case mapping,
// no local output processing
//
// config.c_oflag &= ~(OCRNL | ONLCR | ONLRET |
// ONOCR | ONOEOT| OFILL | OLCUC | OPOST);
uart_config.c_oflag = 0;
//
// No line processing
//
// echo off, echo newline off, canonical mode off,
// extended input processing off, signal chars off
//
uart_config.c_lflag &= ~(ECHO | ECHONL | ICANON | IEXTEN | ISIG);
/* no parity, one stop bit, disable flow control */
uart_config.c_cflag &= ~(CSTOPB | PARENB | CRTSCTS);
/* set baud rate */
if ((termios_state = cfsetispeed(&uart_config, speed)) < 0) {
PX4_ERR("ERR: %d (cfsetispeed)", termios_state);
return false;
}
if ((termios_state = cfsetospeed(&uart_config, speed)) < 0) {
PX4_ERR("ERR: %d (cfsetospeed)", termios_state);
return false;
}
if ((termios_state = tcsetattr(_serial_fd, TCSANOW, &uart_config)) < 0) {
PX4_ERR("ERR: %d (tcsetattr)", termios_state);
return false;
}
return true;
}
bool SerialImpl::open()
{
if (isOpen()) {
return true;
}
// Open the serial port
int serial_fd = ::open(_port, O_RDWR | O_NOCTTY);
if (serial_fd < 0) {
PX4_ERR("failed to open %s err: %d", _port, errno);
return false;
}
_serial_fd = serial_fd;
// Configure the serial port
if (! configure()) {
PX4_ERR("failed to configure %s err: %d", _port, errno);
return false;
}
_open = true;
return _open;
}
bool SerialImpl::isOpen() const
{
return _open;
}
bool SerialImpl::close()
{
if (_serial_fd >= 0) {
::close(_serial_fd);
}
_serial_fd = -1;
_open = false;
return true;
}
ssize_t SerialImpl::read(uint8_t *buffer, size_t buffer_size)
{
if (!_open) {
PX4_ERR("Cannot read from serial device until it has been opened");
return -1;
}
int ret = ::read(_serial_fd, buffer, buffer_size);
if (ret < 0) {
PX4_DEBUG("%s read error %d", _port, ret);
}
return ret;
}
ssize_t SerialImpl::readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count, uint32_t timeout_us)
{
if (!_open) {
PX4_ERR("Cannot readAtLeast from serial device until it has been opened");
return -1;
}
if (buffer_size < character_count) {
PX4_ERR("%s: Buffer not big enough to hold desired amount of read data", __FUNCTION__);
return -1;
}
const hrt_abstime start_time_us = hrt_absolute_time();
int total_bytes_read = 0;
while ((total_bytes_read < (int) character_count) && (hrt_elapsed_time(&start_time_us) < timeout_us)) {
// Poll for incoming UART data.
pollfd fds[1];
fds[0].fd = _serial_fd;
fds[0].events = POLLIN;
hrt_abstime remaining_time = timeout_us - hrt_elapsed_time(&start_time_us);
if (remaining_time <= 0) { break; }
int ret = poll(fds, sizeof(fds) / sizeof(fds[0]), remaining_time);
if (ret > 0) {
if (fds[0].revents & POLLIN) {
ret = read(&buffer[total_bytes_read], buffer_size - total_bytes_read);
if (ret > 0) {
total_bytes_read += ret;
}
} else {
PX4_ERR("Got a poll error");
return -1;
}
}
}
return total_bytes_read;
}
ssize_t SerialImpl::write(const void *buffer, size_t buffer_size)
{
if (!_open) {
PX4_ERR("Cannot write to serial device until it has been opened");
return -1;
}
int written = ::write(_serial_fd, buffer, buffer_size);
::fsync(_serial_fd);
if (written < 0) {
PX4_ERR("%s write error %d", _port, written);
}
return written;
}
void SerialImpl::flush()
{
if (_open) {
tcflush(_serial_fd, TCIOFLUSH);
}
}
const char *SerialImpl::getPort() const
{
return _port;
}
uint32_t SerialImpl::getBaudrate() const
{
return _baudrate;
}
bool SerialImpl::setBaudrate(uint32_t baudrate)
{
if (! validateBaudrate(baudrate)) {
PX4_ERR("ERR: invalid baudrate: %u", baudrate);
return false;
}
// check if already configured
if ((baudrate == _baudrate) && _open) {
return true;
}
_baudrate = baudrate;
// process baud rate change now if port is already open
if (_open) {
return configure();
}
return true;
}
ByteSize SerialImpl::getBytesize() const
{
return _bytesize;
}
bool SerialImpl::setBytesize(ByteSize bytesize)
{
return bytesize == ByteSize::EightBits;
}
Parity SerialImpl::getParity() const
{
return _parity;
}
bool SerialImpl::setParity(Parity parity)
{
return parity == Parity::None;
}
StopBits SerialImpl::getStopbits() const
{
return _stopbits;
}
bool SerialImpl::setStopbits(StopBits stopbits)
{
return stopbits == StopBits::One;
}
FlowControl SerialImpl::getFlowcontrol() const
{
return _flowcontrol;
}
bool SerialImpl::setFlowcontrol(FlowControl flowcontrol)
{
return flowcontrol == FlowControl::Disabled;
}
} // namespace device
@@ -40,34 +40,15 @@
#include <px4_platform_common/px4_work_queue/WorkQueueManager.hpp>
#include <uORB/uORB.h>
#if defined(CONFIG_MODULES_MUORB_APPS)
extern "C" { int muorb_init(); }
#endif
int px4_platform_init(void)
{
hrt_init();
px4::WorkQueueManagerStart();
// MUORB has slightly different startup requirements
#if defined(CONFIG_MODULES_MUORB_APPS)
//Put sleeper in here to allow wq to finish initializing before param_init is called
usleep(10000);
uorb_start();
muorb_init();
// Give muorb some time to setup the DSP
usleep(100000);
param_init();
#else
param_init();
uorb_start();
#endif
px4_log_initialize();
+1
View File
@@ -50,4 +50,5 @@ add_library(px4 SHARED
target_link_libraries(px4
modules__muorb__slpi
${module_libraries}
px4_layer
)
-110
View File
@@ -1,110 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <unistd.h>
#include <px4_platform_common/SerialCommon.hpp>
using device::SerialConfig::ByteSize;
using device::SerialConfig::Parity;
using device::SerialConfig::StopBits;
using device::SerialConfig::FlowControl;
namespace device
{
class SerialImpl
{
public:
SerialImpl(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol);
virtual ~SerialImpl();
bool open();
bool isOpen() const;
bool close();
ssize_t read(uint8_t *buffer, size_t buffer_size);
ssize_t readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count = 1, uint32_t timeout_us = 0);
ssize_t write(const void *buffer, size_t buffer_size);
void flush();
const char *getPort() const;
bool setPort(const char *port);
uint32_t getBaudrate() const;
bool setBaudrate(uint32_t baudrate);
ByteSize getBytesize() const;
bool setBytesize(ByteSize bytesize);
Parity getParity() const;
bool setParity(Parity parity);
StopBits getStopbits() const;
bool setStopbits(StopBits stopbits);
FlowControl getFlowcontrol() const;
bool setFlowcontrol(FlowControl flowcontrol);
private:
int _serial_fd{-1};
bool _open{false};
char _port[32] {};
uint32_t _baudrate{0};
ByteSize _bytesize{ByteSize::EightBits};
Parity _parity{Parity::None};
StopBits _stopbits{StopBits::One};
FlowControl _flowcontrol{FlowControl::Disabled};
bool validateBaudrate(uint32_t baudrate);
// Mutex used to lock the read functions
//pthread_mutex_t read_mutex;
// Mutex used to lock the write functions
//pthread_mutex_t write_mutex;
};
} // namespace device
-1
View File
@@ -38,7 +38,6 @@ set(QURT_LAYER_SRCS
px4_qurt_impl.cpp
main.cpp
qurt_log.cpp
SerialImpl.cpp
)
add_library(px4_layer
-335
View File
@@ -1,335 +0,0 @@
/****************************************************************************
*
* Copyright (C) 2023 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 <SerialImpl.hpp>
#include <string.h> // strncpy
#include <px4_log.h>
#include <drivers/device/qurt/uart.h>
#include <drivers/drv_hrt.h>
namespace device
{
SerialImpl::SerialImpl(const char *port, uint32_t baudrate, ByteSize bytesize, Parity parity, StopBits stopbits,
FlowControl flowcontrol) :
_baudrate(baudrate),
_bytesize(bytesize),
_parity(parity),
_stopbits(stopbits),
_flowcontrol(flowcontrol)
{
if (port) {
strncpy(_port, port, sizeof(_port) - 1);
_port[sizeof(_port) - 1] = '\0';
} else {
_port[0] = 0;
}
}
SerialImpl::~SerialImpl()
{
if (isOpen()) {
close();
}
}
bool SerialImpl::validateBaudrate(uint32_t baudrate)
{
if ((baudrate != 9600) &&
(baudrate != 38400) &&
(baudrate != 57600) &&
(baudrate != 115200) &&
(baudrate != 230400) &&
(baudrate != 250000) &&
(baudrate != 420000) &&
(baudrate != 460800) &&
(baudrate != 921600) &&
(baudrate != 1000000) &&
(baudrate != 1843200) &&
(baudrate != 2000000)) {
return false;
}
return true;
}
bool SerialImpl::open()
{
// There's no harm in calling open multiple times on the same port.
// In fact, that's the only way to change the baudrate
_open = false;
_serial_fd = -1;
if (! validateBaudrate(_baudrate)) {
PX4_ERR("Invalid baudrate: %u", _baudrate);
return false;
}
if (_bytesize != ByteSize::EightBits) {
PX4_ERR("Qurt platform only supports ByteSize::EightBits");
return false;
}
if (_parity != Parity::None) {
PX4_ERR("Qurt platform only supports Parity::None");
return false;
}
if (_stopbits != StopBits::One) {
PX4_ERR("Qurt platform only supports StopBits::One");
return false;
}
if (_flowcontrol != FlowControl::Disabled) {
PX4_ERR("Qurt platform only supports FlowControl::Disabled");
return false;
}
// qurt_uart_open will check validity of port and baudrate
int serial_fd = qurt_uart_open(_port, _baudrate);
if (serial_fd < 0) {
PX4_ERR("failed to open %s, fd returned: %d", _port, serial_fd);
return false;
} else {
PX4_INFO("Successfully opened UART %s with baudrate %u", _port, _baudrate);
}
_serial_fd = serial_fd;
_open = true;
return _open;
}
bool SerialImpl::isOpen() const
{
return _open;
}
bool SerialImpl::close()
{
// No close defined for qurt uart yet
// if (_serial_fd >= 0) {
// qurt_uart_close(_serial_fd);
// }
_serial_fd = -1;
_open = false;
return true;
}
ssize_t SerialImpl::read(uint8_t *buffer, size_t buffer_size)
{
if (!_open) {
PX4_ERR("Cannot read from serial device until it has been opened");
return -1;
}
int ret_read = qurt_uart_read(_serial_fd, (char *) buffer, buffer_size, 500);
if (ret_read < 0) {
PX4_DEBUG("%s read error %d", _port, ret_read);
}
return ret_read;
}
ssize_t SerialImpl::readAtLeast(uint8_t *buffer, size_t buffer_size, size_t character_count, uint32_t timeout_us)
{
if (!_open) {
PX4_ERR("Cannot readAtLeast from serial device until it has been opened");
return -1;
}
if (buffer_size < character_count) {
PX4_ERR("%s: Buffer not big enough to hold desired amount of read data", __FUNCTION__);
return -1;
}
const hrt_abstime start_time_us = hrt_absolute_time();
int total_bytes_read = 0;
while (total_bytes_read < (int) character_count) {
if (timeout_us > 0) {
const uint64_t elapsed_us = hrt_elapsed_time(&start_time_us);
if (elapsed_us >= timeout_us) {
// If there was a partial read but not enough to satisfy the minimum then they will be lost
// but this really should never happen when everything is working normally.
// PX4_WARN("%s timeout %d bytes read (%llu us elapsed)", __FUNCTION__, total_bytes_read, elapsed_us);
// Or, instead of returning an error, should we return the number of bytes read (assuming it is greater than zero)?
return total_bytes_read;
}
}
int current_bytes_read = read(&buffer[total_bytes_read], buffer_size - total_bytes_read);
if (current_bytes_read < 0) {
// Again, if there was a partial read but not enough to satisfy the minimum then they will be lost
// but this really should never happen when everything is working normally.
PX4_ERR("%s failed to read uart", __FUNCTION__);
// Or, instead of returning an error, should we return the number of bytes read (assuming it is greater than zero)?
return -1;
}
// Current bytes read could be zero
total_bytes_read += current_bytes_read;
// If we have at least reached our desired minimum number of characters
// then we can return now
if (total_bytes_read >= (int) character_count) {
return total_bytes_read;
}
// Wait a set amount of time before trying again or the remaining time
// until the timeout if we are getting close
const uint64_t elapsed_us = hrt_elapsed_time(&start_time_us);
int64_t time_until_timeout = timeout_us - elapsed_us;
uint64_t time_to_sleep = 5000;
if ((time_until_timeout >= 0) &&
(time_until_timeout < (int64_t) time_to_sleep)) {
time_to_sleep = time_until_timeout;
}
px4_usleep(time_to_sleep);
}
return -1;
}
ssize_t SerialImpl::write(const void *buffer, size_t buffer_size)
{
if (!_open) {
PX4_ERR("Cannot write to serial device until it has been opened");
return -1;
}
int ret_write = qurt_uart_write(_serial_fd, (const char *) buffer, buffer_size);
if (ret_write < 0) {
PX4_ERR("%s write error %d", _port, ret_write);
}
return ret_write;
}
void SerialImpl::flush()
{
if (_open) {
uint8_t buffer[4];
// A read clears out all current data
read(buffer, 4);
}
}
const char *SerialImpl::getPort() const
{
return _port;
}
uint32_t SerialImpl::getBaudrate() const
{
return _baudrate;
}
bool SerialImpl::setBaudrate(uint32_t baudrate)
{
if (! validateBaudrate(baudrate)) {
PX4_ERR("Invalid baudrate: %u", baudrate);
return false;
}
// check if already configured
if (baudrate == _baudrate) {
return true;
}
_baudrate = baudrate;
// process baud rate change now if port is already open
if (_open) {
return open();
}
return true;
}
ByteSize SerialImpl::getBytesize() const
{
return _bytesize;
}
bool SerialImpl::setBytesize(ByteSize bytesize)
{
return bytesize == ByteSize::EightBits;
}
Parity SerialImpl::getParity() const
{
return _parity;
}
bool SerialImpl::setParity(Parity parity)
{
return parity == Parity::None;
}
StopBits SerialImpl::getStopbits() const
{
return _stopbits;
}
bool SerialImpl::setStopbits(StopBits stopbits)
{
return stopbits == StopBits::One;
}
FlowControl SerialImpl::getFlowcontrol() const
{
return _flowcontrol;
}
bool SerialImpl::setFlowcontrol(FlowControl flowcontrol)
{
return flowcontrol == FlowControl::Disabled;
}
} // namespace device
+1 -1
View File
@@ -81,7 +81,7 @@ static void hrt_unlock()
px4_sem_post(&_hrt_lock);
}
int px4_clock_settime(clockid_t clk_id, const struct timespec *tp)
int px4_clock_settime(clockid_t clk_id, struct timespec *tp)
{
return 0;
}
-1
View File
@@ -77,7 +77,6 @@ BMP388::init()
if (_chip_id == BMP390_CHIP_ID) {
_interface->set_device_type(DRV_BARO_DEVTYPE_BMP390);
this->_item_name = "bmp390";
}
_chip_rev_id = _interface->get_reg(BMP3_REV_ID_ADDR);
+172 -153
View File
@@ -45,6 +45,7 @@
#include <poll.h>
#endif
#include <termios.h>
#include <cstring>
#include <drivers/drv_sensor.h>
@@ -56,8 +57,6 @@
#include <px4_platform_common/cli.h>
#include <px4_platform_common/getopt.h>
#include <px4_platform_common/module.h>
#include <px4_platform_common/time.h>
#include <px4_platform_common/Serial.hpp>
#include <uORB/Publication.hpp>
#include <uORB/PublicationMulti.hpp>
#include <uORB/Subscription.hpp>
@@ -82,7 +81,6 @@
#include <linux/spi/spidev.h>
#endif /* __PX4_LINUX */
using namespace device;
using namespace time_literals;
#define TIMEOUT_1HZ 1300 //!< Timeout time in mS, 1000 mS (1Hz) + 300 mS delta for error
@@ -171,10 +169,7 @@ public:
void reset_if_scheduled();
private:
#ifdef __PX4_LINUX
int _spi_fd {-1}; ///< SPI interface to GPS
#endif
Serial *_uart = nullptr; ///< UART interface to GPS
int _serial_fd{-1}; ///< serial interface to GPS
unsigned _baudrate{0}; ///< current baudrate
const unsigned _configured_baudrate{0}; ///< configured baudrate (0=auto-detect)
char _port[20] {}; ///< device / serial port path
@@ -334,11 +329,8 @@ GPS::GPS(const char *path, gps_driver_mode_t mode, GPSHelper::Interface interfac
char c = _port[strlen(_port) - 1]; // last digit of path (eg /dev/ttyS2)
set_device_bus(c - 48); // sub 48 to convert char to integer
#ifdef __PX4_LINUX
} else if (_interface == GPSHelper::Interface::SPI) {
set_device_bus_type(device::Device::DeviceBusType::DeviceBusType_SPI);
#endif
}
if (_mode == gps_driver_mode_t::None) {
@@ -411,23 +403,10 @@ int GPS::callback(GPSCallbackType type, void *data1, int data2, void *user)
return num_read;
}
case GPSCallbackType::writeDeviceData: {
gps->dumpGpsData((uint8_t *)data1, (size_t)data2, gps_dump_comm_mode_t::Full, true);
case GPSCallbackType::writeDeviceData:
gps->dumpGpsData((uint8_t *)data1, (size_t)data2, gps_dump_comm_mode_t::Full, true);
int ret = 0;
if (gps->_uart) {
ret = gps->_uart->write((void *) data1, (size_t) data2);
#ifdef __PX4_LINUX
} else if (gps->_spi_fd >= 0) {
ret = ::write(gps->_spi_fd, data1, (size_t)data2);
#endif
}
return ret;
}
return ::write(gps->_serial_fd, data1, (size_t)data2);
case GPSCallbackType::setBaudrate:
return gps->setBaudrate(data2);
@@ -470,64 +449,72 @@ int GPS::callback(GPSCallbackType type, void *data1, int data2, void *user)
int GPS::pollOrRead(uint8_t *buf, size_t buf_length, int timeout)
{
int ret = 0;
const unsigned character_count = 32; // minimum bytes that we want to read
const int max_timeout = 50;
int timeout_adjusted = math::min(max_timeout, timeout);
handleInjectDataTopic();
if ((_interface == GPSHelper::Interface::UART) && (_uart)) {
ret = _uart->readAtLeast(buf, buf_length, character_count, timeout_adjusted);
#if !defined(__PX4_QURT)
// SPI is only supported on LInux
#if defined(__PX4_LINUX)
/* For non QURT, use the usual polling. */
} else if ((_interface == GPSHelper::Interface::SPI) && (_spi_fd >= 0)) {
//Poll only for the serial data. In the same thread we also need to handle orb messages,
//so ideally we would poll on both, the serial fd and orb subscription. Unfortunately the
//two pollings use different underlying mechanisms (at least under posix), which makes this
//impossible. Instead we limit the maximum polling interval and regularly check for new orb
//messages.
//FIXME: add a unified poll() API
const int max_timeout = 50;
//Poll only for the SPI data. In the same thread we also need to handle orb messages,
//so ideally we would poll on both, the SPI fd and orb subscription. Unfortunately the
//two pollings use different underlying mechanisms (at least under posix), which makes this
//impossible. Instead we limit the maximum polling interval and regularly check for new orb
//messages.
//FIXME: add a unified poll() API
pollfd fds[1];
fds[0].fd = _serial_fd;
fds[0].events = POLLIN;
pollfd fds[1];
fds[0].fd = _spi_fd;
fds[0].events = POLLIN;
int ret = poll(fds, sizeof(fds) / sizeof(fds[0]), math::min(max_timeout, timeout));
ret = poll(fds, sizeof(fds) / sizeof(fds[0]), timeout_adjusted);
if (ret > 0) {
/* if we have new data from GPS, go handle it */
if (fds[0].revents & POLLIN) {
/*
* We are here because poll says there is some data, so this
* won't block even on a blocking device. But don't read immediately
* by 1-2 bytes, wait for some more data to save expensive read() calls.
* If we have all requested data available, read it without waiting.
* If more bytes are available, we'll go back to poll() again.
*/
const unsigned character_count = 32; // minimum bytes that we want to read
unsigned baudrate = _baudrate == 0 ? 115200 : _baudrate;
const unsigned sleeptime = character_count * 1000000 / (baudrate / 10);
if (ret > 0) {
/* if we have new data from GPS, go handle it */
if (fds[0].revents & POLLIN) {
/*
* We are here because poll says there is some data, so this
* won't block even on a blocking device. But don't read immediately
* by 1-2 bytes, wait for some more data to save expensive read() calls.
* If we have all requested data available, read it without waiting.
* If more bytes are available, we'll go back to poll() again.
*/
unsigned baudrate = _baudrate == 0 ? 115200 : _baudrate;
const unsigned sleeptime = character_count * 1000000 / (baudrate / 10);
#ifdef __PX4_NUTTX
int err = 0;
int bytes_available = 0;
err = ::ioctl(_serial_fd, FIONREAD, (unsigned long)&bytes_available);
if (err != 0 || bytes_available < (int)character_count) {
px4_usleep(sleeptime);
ret = ::read(_spi_fd, buf, buf_length);
if (ret > 0) {
_num_bytes_read += ret;
}
} else {
ret = -1;
}
}
#else
px4_usleep(sleeptime);
#endif
ret = ::read(_serial_fd, buf, buf_length);
if (ret > 0) {
_num_bytes_read += ret;
}
} else {
ret = -1;
}
}
return ret;
#else
/* For QURT, just use read for now, since this doesn't block, we need to slow it down
* just a bit. */
px4_usleep(10000);
return ::read(_serial_fd, buf, buf_length);
#endif
}
void GPS::handleInjectDataTopic()
@@ -596,38 +583,105 @@ bool GPS::injectData(uint8_t *data, size_t len)
{
dumpGpsData(data, len, gps_dump_comm_mode_t::Full, true);
size_t written = 0;
if ((_interface == GPSHelper::Interface::UART) && (_uart)) {
written = _uart->write((const void *) data, len);
#ifdef __PX4_LINUX
} else if (_interface == GPSHelper::Interface::SPI) {
written = ::write(_spi_fd, data, len);
::fsync(_spi_fd);
#endif
}
size_t written = ::write(_serial_fd, data, len);
::fsync(_serial_fd);
return written == len;
}
int GPS::setBaudrate(unsigned baud)
{
if (_interface == GPSHelper::Interface::UART) {
if ((_uart) && (_uart->setBaudrate(baud))) {
return 0;
}
/* process baud rate */
int speed;
#ifdef __PX4_LINUX
switch (baud) {
case 9600: speed = B9600; break;
} else if (_interface == GPSHelper::Interface::SPI) {
// Can't set the baudrate on a SPI port but just return a success
return 0;
case 19200: speed = B19200; break;
case 38400: speed = B38400; break;
case 57600: speed = B57600; break;
case 115200: speed = B115200; break;
case 230400: speed = B230400; break;
#ifndef B460800
#define B460800 460800
#endif
case 460800: speed = B460800; break;
#ifndef B921600
#define B921600 921600
#endif
case 921600: speed = B921600; break;
default:
PX4_ERR("ERR: unknown baudrate: %d", baud);
return -EINVAL;
}
return -1;
struct termios uart_config;
int termios_state;
/* fill the struct for the new configuration */
tcgetattr(_serial_fd, &uart_config);
/* properly configure the terminal (see also https://en.wikibooks.org/wiki/Serial_Programming/termios ) */
//
// Input flags - Turn off input processing
//
// convert break to null byte, no CR to NL translation,
// no NL to CR translation, don't mark parity errors or breaks
// no input parity check, don't strip high bit off,
// no XON/XOFF software flow control
//
uart_config.c_iflag &= ~(IGNBRK | BRKINT | ICRNL |
INLCR | PARMRK | INPCK | ISTRIP | IXON);
//
// Output flags - Turn off output processing
//
// no CR to NL translation, no NL to CR-NL translation,
// no NL to CR translation, no column 0 CR suppression,
// no Ctrl-D suppression, no fill characters, no case mapping,
// no local output processing
//
// config.c_oflag &= ~(OCRNL | ONLCR | ONLRET |
// ONOCR | ONOEOT| OFILL | OLCUC | OPOST);
uart_config.c_oflag = 0;
//
// No line processing
//
// echo off, echo newline off, canonical mode off,
// extended input processing off, signal chars off
//
uart_config.c_lflag &= ~(ECHO | ECHONL | ICANON | IEXTEN | ISIG);
/* no parity, one stop bit, disable flow control */
uart_config.c_cflag &= ~(CSTOPB | PARENB | CRTSCTS);
/* set baud rate */
if ((termios_state = cfsetispeed(&uart_config, speed)) < 0) {
GPS_ERR("ERR: %d (cfsetispeed)", termios_state);
return -1;
}
if ((termios_state = cfsetospeed(&uart_config, speed)) < 0) {
GPS_ERR("ERR: %d (cfsetospeed)", termios_state);
return -1;
}
if ((termios_state = tcsetattr(_serial_fd, TCSANOW, &uart_config)) < 0) {
GPS_ERR("ERR: %d (tcsetattr)", termios_state);
return -1;
}
return 0;
}
void GPS::initializeCommunicationDump()
@@ -786,58 +840,31 @@ GPS::run()
_helper = nullptr;
}
if ((_interface == GPSHelper::Interface::UART) && (_uart == nullptr)) {
if (_serial_fd < 0) {
/* open the serial port */
_serial_fd = ::open(_port, O_RDWR | O_NOCTTY);
// Create the UART port instance
_uart = new Serial(_port);
if (_uart == nullptr) {
PX4_ERR("Error creating serial device %s", _port);
px4_sleep(1);
continue;
}
}
if ((_interface == GPSHelper::Interface::UART) && (! _uart->isOpen())) {
// Configure the desired baudrate if one was specified by the user.
// Otherwise the default baudrate will be used.
if (_configured_baudrate) {
if (! _uart->setBaudrate(_configured_baudrate)) {
PX4_ERR("Error setting baudrate to %u on %s", _configured_baudrate, _port);
px4_sleep(1);
continue;
}
}
// Open the UART. If this is successful then the UART is ready to use.
if (! _uart->open()) {
PX4_ERR("Error opening serial device %s", _port);
if (_serial_fd < 0) {
PX4_ERR("failed to open %s err: %d", _port, errno);
px4_sleep(1);
continue;
}
#ifdef __PX4_LINUX
} else if ((_interface == GPSHelper::Interface::SPI) && (_spi_fd < 0)) {
_spi_fd = ::open(_port, O_RDWR | O_NOCTTY);
if (_interface == GPSHelper::Interface::SPI) {
int spi_speed = 1000000; // make sure the bus speed is not too high (required on RPi)
int status_value = ::ioctl(_serial_fd, SPI_IOC_WR_MAX_SPEED_HZ, &spi_speed);
if (_spi_fd < 0) {
PX4_ERR("failed to open SPI port %s err: %d", _port, errno);
px4_sleep(1);
continue;
}
if (status_value < 0) {
PX4_ERR("SPI_IOC_WR_MAX_SPEED_HZ failed for %s (%d)", _port, errno);
}
int spi_speed = 1000000; // make sure the bus speed is not too high (required on RPi)
int status_value = ::ioctl(_spi_fd, SPI_IOC_WR_MAX_SPEED_HZ, &spi_speed);
status_value = ::ioctl(_serial_fd, SPI_IOC_RD_MAX_SPEED_HZ, &spi_speed);
if (status_value < 0) {
PX4_ERR("SPI_IOC_WR_MAX_SPEED_HZ failed for %s (%d)", _port, errno);
}
status_value = ::ioctl(_spi_fd, SPI_IOC_RD_MAX_SPEED_HZ, &spi_speed);
if (status_value < 0) {
PX4_ERR("SPI_IOC_RD_MAX_SPEED_HZ failed for %s (%d)", _port, errno);
if (status_value < 0) {
PX4_ERR("SPI_IOC_RD_MAX_SPEED_HZ failed for %s (%d)", _port, errno);
}
}
#endif /* __PX4_LINUX */
@@ -1029,17 +1056,9 @@ GPS::run()
}
}
if ((_interface == GPSHelper::Interface::UART) && (_uart)) {
(void) _uart->close();
delete _uart;
_uart = nullptr;
#ifdef __PX4_LINUX
} else if ((_interface == GPSHelper::Interface::SPI) && (_spi_fd >= 0)) {
::close(_spi_fd);
_spi_fd = -1;
#endif
if (_serial_fd >= 0) {
::close(_serial_fd);
_serial_fd = -1;
}
if (_mode_auto) {
@@ -1458,12 +1477,12 @@ GPS *GPS::instantiate(int argc, char *argv[], Instance instance)
break;
case 'i':
if (!strcmp(myoptarg, "uart")) {
interface = GPSHelper::Interface::UART;
#ifdef __PX4_LINUX
} else if (!strcmp(myoptarg, "spi")) {
if (!strcmp(myoptarg, "spi")) {
interface = GPSHelper::Interface::SPI;
#endif
} else if (!strcmp(myoptarg, "uart")) {
interface = GPSHelper::Interface::UART;
} else {
PX4_ERR("unknown interface: %s", myoptarg);
error_flag = true;
@@ -1471,12 +1490,12 @@ GPS *GPS::instantiate(int argc, char *argv[], Instance instance)
break;
case 'j':
if (!strcmp(myoptarg, "uart")) {
interface_secondary = GPSHelper::Interface::UART;
#ifdef __PX4_LINUX
} else if (!strcmp(myoptarg, "spi")) {
if (!strcmp(myoptarg, "spi")) {
interface_secondary = GPSHelper::Interface::SPI;
#endif
} else if (!strcmp(myoptarg, "uart")) {
interface_secondary = GPSHelper::Interface::UART;
} else {
PX4_ERR("unknown interface for secondary: %s", myoptarg);
error_flag = true;
+2
View File
@@ -46,4 +46,6 @@ px4_add_module(
MODULE_CONFIG
module.yaml
DEPENDS
rc
)
+17 -19
View File
@@ -43,7 +43,6 @@
#include <stdint.h>
#include <stdbool.h>
#include <string.h>
#include <px4_log.h>
#include "QueueBuffer.hpp"
#include "CrsfParser.hpp"
#include "Crc8.hpp"
@@ -162,8 +161,6 @@ static float MapF(const float x, const float in_min, const float in_max, const f
return (x - in_min) * (out_max - out_min) / (in_max - in_min) + out_min;
}
#define CONSTRAIN_CHAN(x) ConstrainF(x, CRSF_CHANNEL_VALUE_MIN, CRSF_CHANNEL_VALUE_MAX)
static bool ProcessChannelData(const uint8_t *data, const uint32_t size, CrsfPacket_t *const new_packet)
{
uint32_t raw_channels[CRSF_CHANNEL_COUNT];
@@ -172,24 +169,25 @@ static bool ProcessChannelData(const uint8_t *data, const uint32_t size, CrsfPac
new_packet->message_type = CRSF_MESSAGE_TYPE_RC_CHANNELS;
// Decode channel data
raw_channels[0] = CONSTRAIN_CHAN((data[0] | data[1] << 8) & 0x07FF);
raw_channels[1] = CONSTRAIN_CHAN((data[1] >> 3 | data[2] << 5) & 0x07FF);
raw_channels[2] = CONSTRAIN_CHAN((data[2] >> 6 | data[3] << 2 | data[4] << 10) & 0x07FF);
raw_channels[3] = CONSTRAIN_CHAN((data[4] >> 1 | data[5] << 7) & 0x07FF);
raw_channels[4] = CONSTRAIN_CHAN((data[5] >> 4 | data[6] << 4) & 0x07FF);
raw_channels[5] = CONSTRAIN_CHAN((data[6] >> 7 | data[7] << 1 | data[8] << 9) & 0x07FF);
raw_channels[6] = CONSTRAIN_CHAN((data[8] >> 2 | data[9] << 6) & 0x07FF);
raw_channels[7] = CONSTRAIN_CHAN((data[9] >> 5 | data[10] << 3) & 0x07FF);
raw_channels[8] = CONSTRAIN_CHAN((data[11] | data[12] << 8) & 0x07FF);
raw_channels[9] = CONSTRAIN_CHAN((data[12] >> 3 | data[13] << 5) & 0x07FF);
raw_channels[10] = CONSTRAIN_CHAN((data[13] >> 6 | data[14] << 2 | data[15] << 10) & 0x07FF);
raw_channels[11] = CONSTRAIN_CHAN((data[15] >> 1 | data[16] << 7) & 0x07FF);
raw_channels[12] = CONSTRAIN_CHAN((data[16] >> 4 | data[17] << 4) & 0x07FF);
raw_channels[13] = CONSTRAIN_CHAN((data[17] >> 7 | data[18] << 1 | data[19] << 9) & 0x07FF);
raw_channels[14] = CONSTRAIN_CHAN((data[19] >> 2 | data[20] << 6) & 0x07FF);
raw_channels[15] = CONSTRAIN_CHAN((data[20] >> 5 | data[21] << 3) & 0x07FF);
raw_channels[0] = (data[0] | data[1] << 8) & 0x07FF;
raw_channels[1] = (data[1] >> 3 | data[2] << 5) & 0x07FF;
raw_channels[2] = (data[2] >> 6 | data[3] << 2 | data[4] << 10) & 0x07FF;
raw_channels[3] = (data[4] >> 1 | data[5] << 7) & 0x07FF;
raw_channels[4] = (data[5] >> 4 | data[6] << 4) & 0x07FF;
raw_channels[5] = (data[6] >> 7 | data[7] << 1 | data[8] << 9) & 0x07FF;
raw_channels[6] = (data[8] >> 2 | data[9] << 6) & 0x07FF;
raw_channels[7] = (data[9] >> 5 | data[10] << 3) & 0x07FF;
raw_channels[8] = (data[11] | data[12] << 8) & 0x07FF;
raw_channels[9] = (data[12] >> 3 | data[13] << 5) & 0x07FF;
raw_channels[10] = (data[13] >> 6 | data[14] << 2 | data[15] << 10) & 0x07FF;
raw_channels[11] = (data[15] >> 1 | data[16] << 7) & 0x07FF;
raw_channels[12] = (data[16] >> 4 | data[17] << 4) & 0x07FF;
raw_channels[13] = (data[17] >> 7 | data[18] << 1 | data[19] << 9) & 0x07FF;
raw_channels[14] = (data[19] >> 2 | data[20] << 6) & 0x07FF;
raw_channels[15] = (data[20] >> 5 | data[21] << 3) & 0x07FF;
for (i = 0; i < CRSF_CHANNEL_COUNT; i++) {
raw_channels[i] = ConstrainF(raw_channels[i], CRSF_CHANNEL_VALUE_MIN, CRSF_CHANNEL_VALUE_MAX);
new_packet->channel_data.channels[i] = MapF((float)raw_channels[i], CRSF_CHANNEL_VALUE_MIN, CRSF_CHANNEL_VALUE_MAX,
1000.0f, 2000.0f);
}
+52 -53
View File
@@ -35,6 +35,8 @@
#include "CrsfParser.hpp"
#include "Crc8.hpp"
#include <poll.h>
#include <termios.h>
#include <fcntl.h>
#include <uORB/topics/battery_status.h>
@@ -116,78 +118,76 @@ void CrsfRc::Run()
{
if (should_exit()) {
ScheduleClear();
if (_uart) {
(void) _uart->close();
delete _uart;
_uart = nullptr;
}
::close(_rc_fd);
_rc_fd = -1;
exit_and_cleanup();
return;
}
if (_uart == nullptr) {
// Create the UART port instance
_uart = new Serial(_device);
if (_rc_fd < 0) {
_rc_fd = ::open(_device, O_RDWR | O_NONBLOCK);
if (_uart == nullptr) {
PX4_ERR("Error creating serial device %s", _device);
px4_sleep(1);
return;
}
}
if (_rc_fd >= 0) {
struct termios t;
if (! _uart->isOpen()) {
// Configure the desired baudrate if one was specified by the user.
// Otherwise the default baudrate will be used.
if (! _uart->setBaudrate(CRSF_BAUDRATE)) {
PX4_ERR("Error setting baudrate to %u on %s", CRSF_BAUDRATE, _device);
px4_sleep(1);
return;
}
tcgetattr(_rc_fd, &t);
cfsetspeed(&t, CRSF_BAUDRATE);
t.c_cflag &= ~(CSTOPB | PARENB | CRTSCTS);
t.c_lflag &= ~(ECHO | ECHONL | ICANON | IEXTEN | ISIG);
t.c_iflag &= ~(IGNBRK | BRKINT | ICRNL | INLCR | PARMRK | INPCK | ISTRIP | IXON);
t.c_oflag = 0;
tcsetattr(_rc_fd, TCSANOW, &t);
// Open the UART. If this is successful then the UART is ready to use.
if (! _uart->open()) {
PX4_ERR("Error opening serial device %s", _device);
px4_sleep(1);
return;
}
if (board_rc_swap_rxtx(_device)) {
if (board_rc_swap_rxtx(_device)) {
#if defined(TIOCSSWAP)
ioctl(_rc_fd, TIOCSSWAP, SER_SWAP_ENABLED);
ioctl(_rc_fd, TIOCSSWAP, SER_SWAP_ENABLED);
#endif // TIOCSSWAP
}
}
if (board_rc_singlewire(_device)) {
_is_singlewire = true;
if (board_rc_singlewire(_device)) {
_is_singlewire = true;
#if defined(TIOCSSINGLEWIRE)
ioctl(_rc_fd, TIOCSSINGLEWIRE, SER_SINGLEWIRE_ENABLED);
ioctl(_rc_fd, TIOCSSINGLEWIRE, SER_SINGLEWIRE_ENABLED);
#endif // TIOCSSINGLEWIRE
}
PX4_INFO("Crsf serial opened sucessfully");
if (_is_singlewire) {
PX4_INFO("Crsf serial is single wire. Telemetry disabled");
}
tcflush(_rc_fd, TCIOFLUSH);
Crc8Init(0xd5);
}
PX4_INFO("Crsf serial opened sucessfully");
if (_is_singlewire) {
PX4_INFO("Crsf serial is single wire. Telemetry disabled");
}
_uart->flush();
Crc8Init(0xd5);
_input_rc.rssi_dbm = NAN;
_input_rc.link_quality = -1;
CrsfParser_Init();
}
// poll with 100mS timeout
pollfd fds[1];
fds[0].fd = _rc_fd;
fds[0].events = POLLIN;
int ret = ::poll(fds, 1, 100);
if (ret < 0) {
PX4_ERR("poll error");
// try again with delay
ScheduleDelayed(100_ms);
return;
}
const hrt_abstime time_now_us = hrt_absolute_time();
perf_count_interval(_cycle_interval_perf, time_now_us);
// Read all available data from the serial RC input UART
int new_bytes = _uart->readAtLeast(&_rcs_buf[0], RC_MAX_BUFFER_SIZE, 1, 100);
int new_bytes = ::read(_rc_fd, &_rcs_buf[0], RC_MAX_BUFFER_SIZE);
if (new_bytes > 0) {
_bytes_rx += new_bytes;
@@ -433,8 +433,7 @@ bool CrsfRc::SendTelemetryBattery(const uint16_t voltage, const uint16_t current
write_uint24_t(buf, offset, fuel);
write_uint8_t(buf, offset, remaining);
WriteFrameCrc(buf, offset, sizeof(buf));
return _uart->write((void *) buf, (size_t) offset);
return write(_rc_fd, buf, offset) == offset;
}
bool CrsfRc::SendTelemetryGps(const int32_t latitude, const int32_t longitude, const uint16_t groundspeed,
@@ -450,7 +449,7 @@ bool CrsfRc::SendTelemetryGps(const int32_t latitude, const int32_t longitude, c
write_uint16_t(buf, offset, altitude);
write_uint8_t(buf, offset, num_satellites);
WriteFrameCrc(buf, offset, sizeof(buf));
return _uart->write((void *) buf, (size_t) offset);
return write(_rc_fd, buf, offset) == offset;
}
bool CrsfRc::SendTelemetryAttitude(const int16_t pitch, const int16_t roll, const int16_t yaw)
@@ -462,7 +461,7 @@ bool CrsfRc::SendTelemetryAttitude(const int16_t pitch, const int16_t roll, cons
write_uint16_t(buf, offset, roll);
write_uint16_t(buf, offset, yaw);
WriteFrameCrc(buf, offset, sizeof(buf));
return _uart->write((void *) buf, (size_t) offset);
return write(_rc_fd, buf, offset) == offset;
}
bool CrsfRc::SendTelemetryFlightMode(const char *flight_mode)
@@ -481,7 +480,7 @@ bool CrsfRc::SendTelemetryFlightMode(const char *flight_mode)
offset += length;
buf[offset - 1] = 0; // ensure null-terminated string
WriteFrameCrc(buf, offset, length + 4);
return _uart->write((void *) buf, (size_t) offset);
return write(_rc_fd, buf, offset) == offset;
}
int CrsfRc::print_status()
+1 -5
View File
@@ -40,7 +40,6 @@
#include <px4_platform_common/log.h>
#include <px4_platform_common/module.h>
#include <px4_platform_common/module_params.h>
#include <px4_platform_common/Serial.hpp>
#include <px4_platform_common/px4_work_queue/ScheduledWorkItem.hpp>
#include <drivers/drv_hrt.h>
#include <lib/perf/perf_counter.h>
@@ -54,8 +53,6 @@
#include <uORB/topics/sensor_gps.h>
#include <uORB/topics/vehicle_status.h>
using namespace device;
class CrsfRc : public ModuleBase<CrsfRc>, public ModuleParams, public px4::ScheduledWorkItem
{
public:
@@ -90,8 +87,7 @@ private:
bool SendTelemetryFlightMode(const char *flight_mode);
Serial *_uart = nullptr; ///< UART interface to RC
int _rc_fd{-1};
char _device[20] {}; ///< device / serial port path
bool _is_singlewire{false};
-1
View File
@@ -45,7 +45,6 @@ px4_add_module(
voxl2_io.cpp
voxl2_io.hpp
DEPENDS
rc
px4_work_queue
mixer_module
MODULE_CONFIG
+2 -2
View File
@@ -42,7 +42,7 @@ class GeoTest : public ::testing::Test
public:
void SetUp() override
{
proj.initReference(473566094 / 1e7, 85190237 / 1e7, 0);
proj.initReference(math::radians(473566094 / 1e7), math::radians(85190237 / 1e7), 0);
}
protected:
@@ -73,7 +73,7 @@ TEST_F(GeoTest, reprojectProject)
TEST_F(GeoTest, projectReproject)
{
// GIVEN: lat and lon coordinates in the geographic coordinate system
// GIVEN: x and y coordinates in the local cartesian frame
double lat = 47.356616973876953;
double lon = 8.5190505981445313;
float x;
+12
View File
@@ -391,6 +391,12 @@ public:
for (unsigned j = 0; j < N; j++) {
double d = static_cast<double>(self(i, j));
// Matrix diagonal elements
if (N > 1 && M > 1 && i == j) {
// make diagonal elements bold (ANSI CSI n 1)
printf("\033[1m");
}
// if symmetric don't print upper triangular elements
if ((M == N) && (j > i) && (i < N) && (j < M)
&& (fabs(d - static_cast<double>(self(j, i))) < (double)eps)
@@ -411,6 +417,12 @@ public:
printf("% 6.5f ", d);
}
}
// Matrix diagonal elements
if (N > 1 && M > 1 && i == j) {
// reset any formatting (ANSI CSI n 0)
printf("\033[0m");
}
}
printf("\n");
@@ -14,7 +14,7 @@ class XMLInject():
def __init__(self, injected_xml_filename):
self.groups=[]
valid_parameter_attributes = set(["category", "default", "name", "type", "volatile", "boolean"])
valid_parameter_attributes = set(["category", "default", "name", "type", "volatile"])
valid_field_tags = set(["board","short_desc", "long_desc", "min", "max", "unit", "decimal", "increment", "reboot_required"])
valid_other_top_level_tags = set(["group","values"])
@@ -42,8 +42,7 @@ class XMLInject():
new_param.default = iparam.get('default')
elif param_attrib == 'volatile':
new_param.SetVolatile()
elif param_attrib == "boolean":
new_param.SetBoolean()
#get param info stored as child tags
for child in iparam:
@@ -156,18 +156,18 @@ private:
#ifndef CONSTRAINED_FLASH
&_external_checks,
#endif
&_accelerometer_checks,
&_airspeed_checks,
//&_accelerometer_checks,
//&_airspeed_checks,
&_arm_permission_checks,
&_baro_checks,
//&_baro_checks,
&_cpu_resource_checks,
&_distance_sensor_checks,
&_esc_checks,
&_estimator_checks,
&_failure_detector_checks,
&_gyro_checks,
&_imu_consistency_checks,
&_magnetometer_checks,
//&_gyro_checks,
//&_imu_consistency_checks,
//&_magnetometer_checks,
&_manual_control_checks,
&_home_position_checks,
&_mission_checks,
@@ -99,7 +99,7 @@ void EstimatorChecks::checkAndReport(const Context &context, Report &reporter)
}
}
if (missing_data && _param_sys_mc_est_group.get() == 2) {
if (missing_data && _param_sys_mc_est_group.get() == 2 && false) {
/* EVENT
*/
reporter.armingCheckFailure(required_groups, health_component_t::local_position_estimate,
+2 -2
View File
@@ -1006,8 +1006,8 @@ int do_mag_calibration_quick(orb_advert_t *mavlink_log_pub, float heading_radian
return PX4_ERROR;
}
calibration_log_info(mavlink_log_pub, "Assuming vehicle is facing heading %.1f degrees",
(double)math::degrees(heading_radians));
calibration_log_critical(mavlink_log_pub, "Assuming vehicle is facing heading %.1f degrees",
(double)math::radians(heading_radians));
matrix::Eulerf euler{matrix::Quatf{attitude.q}};
euler(2) = heading_radians;
+1 -2
View File
@@ -127,8 +127,7 @@ list(APPEND EKF_SRCS
EKF/height_control.cpp
EKF/imu_down_sampler.cpp
EKF/output_predictor.cpp
EKF/velocity_fusion.cpp
EKF/position_fusion.cpp
EKF/vel_pos_fusion.cpp
EKF/yaw_fusion.cpp
EKF/zero_innovation_heading_update.cpp
+1 -2
View File
@@ -44,8 +44,7 @@ list(APPEND EKF_SRCS
height_control.cpp
imu_down_sampler.cpp
output_predictor.cpp
velocity_fusion.cpp
position_fusion.cpp
vel_pos_fusion.cpp
yaw_fusion.cpp
zero_innovation_heading_update.cpp
@@ -60,13 +60,22 @@ bool ZeroGyroUpdate::update(Ekf &ekf, const estimator::imuSample &imu_delayed)
if (zero_gyro_update_data_ready) {
Vector3f gyro_bias = _zgup_delta_ang / _zgup_delta_ang_dt;
Vector3f innovation = ekf.state().gyro_bias - gyro_bias;
const float obs_var = sq(math::constrain(ekf.getGyroNoise(), 0.f, 1.f));
for (unsigned i = 0; i < 3; i++) {
const float innovation = ekf.state().gyro_bias(i) - gyro_bias(i);
const float innov_var = ekf.getGyroBiasVariance()(i) + obs_var;
ekf.fuseDirectStateMeasurement(innovation, innov_var, obs_var, State::gyro_bias.idx + i);
const Vector3f innov_var = ekf.getGyroBiasVariance() + obs_var;
for (int i = 0; i < 3; i++) {
Ekf::VectorState K; // Kalman gain vector for any single observation - sequential fusion is used.
const unsigned state_index = State::gyro_bias.idx + i;
// calculate kalman gain K = PHS, where S = 1/innovation variance
for (int row = 0; row < State::size; row++) {
K(row) = ekf.stateCovariance(row, state_index) / innov_var(i);
}
ekf.measurementUpdate(K, innov_var(i), innovation(i));
}
// Reset the integrators
@@ -66,7 +66,7 @@ bool ZeroVelocityUpdate::update(Ekf &ekf, const estimator::imuSample &imu_delaye
for (unsigned i = 0; i < 3; i++) {
const float innovation = ekf.state().vel(i) - vel_obs(i);
ekf.fuseDirectStateMeasurement(innovation, innov_var(i), obs_var, State::vel.idx + i);
ekf.fuseVelPosHeight(innovation, innov_var(i), State::vel.idx + i);
}
_time_last_zero_velocity_fuse = imu_delayed.time_us;
+9 -23
View File
@@ -93,7 +93,7 @@ void Ekf::controlAirDataFusion(const imuSample &imu_delayed)
const bool is_airspeed_significant = airspeed_sample.true_airspeed > _params.arsp_thr;
const bool is_airspeed_consistent = (_aid_src_airspeed.test_ratio > 0.f && _aid_src_airspeed.test_ratio < 1.f);
const bool starting_conditions_passing = continuing_conditions_passing && is_airspeed_significant
&& (is_airspeed_consistent || !_control_status.flags.wind || _control_status.flags.inertial_dead_reckoning);
&& (is_airspeed_consistent || !_control_status.flags.wind); // if wind isn't already estimated, the states are reset when starting airspeed fusion
if (_control_status.flags.fuse_aspd) {
if (continuing_conditions_passing) {
@@ -118,16 +118,17 @@ void Ekf::controlAirDataFusion(const imuSample &imu_delayed)
} else if (starting_conditions_passing) {
ECL_INFO("starting airspeed fusion");
if (_control_status.flags.inertial_dead_reckoning && !is_airspeed_consistent) {
resetVelUsingAirspeed(airspeed_sample);
// If starting wind state estimation, reset the wind states and covariances before fusing any data
// Also catch the case where sideslip fusion enabled wind estimation recently and didn't converge yet.
const Vector2f wind_var_xy = getWindVelocityVariance();
} else if (!_control_status.flags.wind || getWindVelocityVariance().longerThan(_params.initial_wind_uncertainty)) {
// If starting wind state estimation, reset the wind states and covariances before fusing any data
// Also catch the case where sideslip fusion enabled wind estimation recently and didn't converge yet.
if (!_control_status.flags.wind || (wind_var_xy(0) + wind_var_xy(1) > sq(_params.initial_wind_uncertainty))) {
// activate the wind states
_control_status.flags.wind = true;
// reset the wind speed states and corresponding covariances
resetWindUsingAirspeed(airspeed_sample);
}
_control_status.flags.wind = true;
_control_status.flags.fuse_aspd = true;
}
@@ -207,7 +208,7 @@ void Ekf::fuseAirspeed(const airspeedSample &airspeed_sample, estimator_aid_sour
K.slice<State::wind_vel.dof, 1>(State::wind_vel.idx, 0) = K_wind;
}
const bool is_fused = measurementUpdate(K, H, aid_src.observation_variance, aid_src.innovation);
const bool is_fused = measurementUpdate(K, aid_src.innovation_variance, aid_src.innovation);
aid_src.fused = is_fused;
_fault_status.flags.bad_airspeed = !is_fused;
@@ -246,18 +247,3 @@ void Ekf::resetWindUsingAirspeed(const airspeedSample &airspeed_sample)
_aid_src_airspeed.time_last_fuse = _time_delayed_us;
}
void Ekf::resetVelUsingAirspeed(const airspeedSample &airspeed_sample)
{
const float euler_yaw = getEulerYaw(_R_to_earth);
// Estimate velocity using zero sideslip assumption and airspeed measurement
Vector2f horizontal_velocity;
horizontal_velocity(0) = _state.wind_vel(0) + airspeed_sample.true_airspeed * cosf(euler_yaw);
horizontal_velocity(1) = _state.wind_vel(1) + airspeed_sample.true_airspeed * sinf(euler_yaw);
float vel_var = NAN; // Do not reset the velocity variance as wind variance estimate is most likely not correct
resetHorizontalVelocityTo(horizontal_velocity, vel_var);
_aid_src_airspeed.time_last_fuse = _time_delayed_us;
}
+2 -2
View File
@@ -42,10 +42,10 @@ void Ekf::controlAuxVelFusion()
resetEstimatorAidStatus(_aid_src_aux_vel);
updateHorizontalVelocityAidSrcStatus(auxvel_sample_delayed.time_us, auxvel_sample_delayed.vel, auxvel_sample_delayed.velVar, fmaxf(_params.auxvel_gate, 1.f), _aid_src_aux_vel);
updateVelocityAidSrcStatus(auxvel_sample_delayed.time_us, auxvel_sample_delayed.vel, auxvel_sample_delayed.velVar, fmaxf(_params.auxvel_gate, 1.f), _aid_src_aux_vel);
if (isHorizontalAidingActive()) {
fuseHorizontalVelocity(_aid_src_aux_vel);
fuseVelocity(_aid_src_aux_vel);
}
}
}
+10 -3
View File
@@ -364,6 +364,7 @@ struct parameters {
int32_t mag_declination_source{7}; ///< bitmask used to control the handling of declination data
int32_t mag_fusion_type{0}; ///< integer used to specify the type of magnetometer fusion used
float mag_acc_gate{0.5f}; ///< when in auto select mode, heading fusion will be used when manoeuvre accel is lower than this (m/sec**2)
float mag_yaw_rate_gate{0.20f}; ///< yaw rate threshold used by mode select logic (rad/sec)
// compute synthetic magnetomter Z value if possible
int32_t synthesize_mag_z{0};
@@ -508,9 +509,15 @@ union fault_status_u {
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 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)
bool bad_vel_N : 1; ///< 9 - true if fusion of the North velocity has encountered a numerical error
bool bad_vel_E : 1; ///< 10 - true if fusion of the East velocity has encountered a numerical error
bool bad_vel_D : 1; ///< 11 - true if fusion of the Down velocity has encountered a numerical error
bool bad_pos_N : 1; ///< 12 - true if fusion of the North position has encountered a numerical error
bool bad_pos_E : 1; ///< 13 - true if fusion of the East position has encountered a numerical error
bool bad_pos_D : 1; ///< 14 - true if fusion of the Down position has encountered a numerical error
bool bad_acc_bias : 1; ///< 15 - true if bad delta velocity bias estimates have been detected
bool bad_acc_vertical : 1; ///< 16 - true if bad vertical accelerometer data has been detected
bool bad_acc_clipping : 1; ///< 17 - true if delta velocity data contains clipping (asymmetric railing)
} flags;
uint32_t value;
};
+24
View File
@@ -222,6 +222,14 @@ void Ekf::constrainStateVariances()
#endif // CONFIG_EKF2_WIND
}
void Ekf::forceCovarianceSymmetry()
{
// DEBUG
// P.isBlockSymmetric(0, 1e-9f);
P.makeRowColSymmetric<State::size>(0);
}
void Ekf::constrainStateVar(const IdxDof &state, float min, float max)
{
for (unsigned i = state.idx; i < (state.idx + state.dof); i++) {
@@ -248,6 +256,22 @@ void Ekf::constrainStateVarLimitRatio(const IdxDof &state, float min, float max,
}
}
// if the covariance correction will result in a negative variance, then
// the covariance matrix is unhealthy and must be corrected
bool Ekf::checkAndFixCovarianceUpdate(const SquareMatrixState &KHP)
{
bool healthy = true;
for (int i = 0; i < State::size; i++) {
if (P(i, i) < KHP(i, i)) {
P.uncorrelateCovarianceSetVariance<1>(i, 0.f);
healthy = false;
}
}
return healthy;
}
void Ekf::resetQuatCov(const float yaw_noise)
{
const float tilt_var = sq(math::max(_params.initial_tilt_err, 0.01f));
+1 -1
View File
@@ -160,7 +160,7 @@ void Ekf::fuseDrag(const dragSample &drag_sample)
VectorState K = P * H / _aid_src_drag.innovation_variance[axis_index];
if (measurementUpdate(K, H, R_ACC, _aid_src_drag.innovation[axis_index])) {
if (measurementUpdate(K, _aid_src_drag.innovation_variance[axis_index], _aid_src_drag.innovation[axis_index])) {
fused[axis_index] = true;
}
}
+8
View File
@@ -326,6 +326,14 @@ void Ekf::predictState(const imuSample &imu_delayed)
const float alpha = 1.0f - imu_delayed.delta_vel_dt;
_accel_lpf_NE = _accel_lpf_NE * alpha + corrected_delta_vel_ef.xy();
// calculate a yaw change about the earth frame vertical
const float spin_del_ang_D = corrected_delta_ang.dot(Vector3f(_R_to_earth.row(2)));
_yaw_delta_ef += spin_del_ang_D;
// Calculate filtered yaw rate to be used by the magnetometer fusion type selection logic
// Note fixed coefficients are used to save operations. The exact time constant is not important.
_yaw_rate_lpf_ef = 0.95f * _yaw_rate_lpf_ef + 0.05f * spin_del_ang_D / imu_delayed.delta_ang_dt;
// Calculate low pass filtered height rate
float alpha_height_rate_lpf = 0.1f * imu_delayed.delta_vel_dt; // 10 seconds time constant
_height_rate_lpf = _height_rate_lpf * (1.0f - alpha_height_rate_lpf) + _state.vel(2) * alpha_height_rate_lpf;
+37 -28
View File
@@ -327,8 +327,8 @@ public:
#endif
}
// fuse single direct state measurement (eg NED velocity, NED position, mag earth field, etc)
bool fuseDirectStateMeasurement(const float innov, const float innov_var, const float R, const int state_index);
// fuse single velocity and position measurement
bool fuseVelPosHeight(const float innov, const float innov_var, const int state_index);
// gyro bias
const Vector3f &getGyroBias() const { return _state.gyro_bias; } // get the gyroscope bias in rad/s
@@ -468,39 +468,35 @@ public:
const auto &aid_src_aux_vel() const { return _aid_src_aux_vel; }
#endif // CONFIG_EKF2_AUXVEL
bool measurementUpdate(VectorState &K, const VectorState &H, const float R, const float innovation)
bool measurementUpdate(VectorState &K, float innovation_variance, float innovation)
{
clearInhibitedStateKalmanGains(K);
// Efficient implementation of the Joseph stabilized covariance update
// Based on "G. J. Bierman. Factorization Methods for Discrete Sequential Estimation. Academic Press, Dover Publications, New York, 1977, 2006"
const VectorState KS = K * innovation_variance;
SquareMatrixState KHP;
// Step 1: conventional update
VectorState PH = P * H;
for (unsigned i = 0; i < State::size; i++) {
for (unsigned j = 0; j <= i; j++) {
P(i, j) = P(i, j) - K(i) * PH(j);
P(j, i) = P(i, j);
for (unsigned row = 0; row < State::size; row++) {
for (unsigned col = 0; col < State::size; col++) {
// Instad of literally computing KHP, use an equvalent
// equation involving less mathematical operations
KHP(row, col) = KS(row) * K(col);
}
}
// Step 2: stabilized update
PH = P * H;
const bool is_healthy = checkAndFixCovarianceUpdate(KHP);
for (unsigned i = 0; i < State::size; i++) {
for (unsigned j = 0; j <= i; j++) {
float s = .5f * (P(i, j) - PH(i) * K(j) + P(i, j) - PH(j) * K(i));
P(i, j) = s + K(i) * R * K(j);
P(j, i) = P(i, j);
}
if (is_healthy) {
// apply the covariance corrections
P -= KHP;
constrainStateVariances();
forceCovarianceSymmetry();
// apply the state corrections
fuse(K, innovation);
}
constrainStateVariances();
// apply the state corrections
fuse(K, innovation);
return true;
return is_healthy;
}
void resetGlobalPosToExternalObservation(double lat_deg, double lon_deg, float accuracy, uint64_t timestamp_observation);
@@ -576,6 +572,8 @@ private:
Vector2f _accel_lpf_NE{}; ///< Low pass filtered horizontal earth frame acceleration (m/sec**2)
float _height_rate_lpf{0.0f};
float _yaw_delta_ef{0.0f}; ///< Recent change in yaw angle measured about the earth frame D axis (rad)
float _yaw_rate_lpf_ef{0.0f}; ///< Filtered angular rate about earth frame D axis (rad/sec)
SquareMatrixState P{}; ///< state covariance matrix
@@ -704,7 +702,9 @@ private:
float _mag_heading_pred_prev{}; ///< previous value of yaw state used by mag heading fusion (rad)
// used by magnetometer fusion mode selection
bool _mag_bias_observable{false}; ///< true when there is enough rotation to make magnetometer bias errors observable
bool _yaw_angle_observable{false}; ///< true when there is enough horizontal acceleration to make yaw observable
uint64_t _time_yaw_started{0}; ///< last system time in usec that a yaw rotation manoeuvre was detected
AlphaFilter<float> _mag_heading_innov_lpf{0.1f};
float _mag_heading_last_declination{}; ///< last magnetic field declination used for heading fusion (rad)
bool _mag_decl_cov_reset{false}; ///< true after the fuseDeclination() function has been used to modify the earth field covariances after a magnetic field reset event.
@@ -720,6 +720,7 @@ private:
// Variables used to control activation of post takeoff functionality
uint64_t _flt_mag_align_start_time{0}; ///< time that inflight magnetic field alignment started (uSec)
uint64_t _time_last_mov_3d_mag_suitable{0}; ///< last system time that sufficient movement to use 3-axis magnetometer fusion was detected (uSec)
uint64_t _time_last_mag_check_failing{0};
#endif // CONFIG_EKF2_MAGNETOMETER
@@ -783,7 +784,6 @@ private:
// Reset the wind states using the current airspeed measurement, ground relative nav velocity, yaw angle and assumption of zero sideslip
void resetWindUsingAirspeed(const airspeedSample &airspeed_sample);
void resetVelUsingAirspeed(const airspeedSample &airspeed_sample);
#endif // CONFIG_EKF2_AIRSPEED
#if defined(CONFIG_EKF2_SIDESLIP)
@@ -828,7 +828,7 @@ private:
void updateVerticalPositionAidSrcStatus(const uint64_t &time_us, const float obs, const float obs_var, const float innov_gate, estimator_aid_source1d_s &aid_src) const;
// 2d & 3d velocity aid source
void updateHorizontalVelocityAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var, const float innov_gate, estimator_aid_source2d_s &aid_src) const;
void updateVelocityAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var, const float innov_gate, estimator_aid_source2d_s &aid_src) const;
void updateVelocityAidSrcStatus(const uint64_t &time_us, const Vector3f &obs, const Vector3f &obs_var, const float innov_gate, estimator_aid_source3d_s &aid_src) const;
// horizontal and vertical position fusion
@@ -836,7 +836,7 @@ private:
void fuseVerticalPosition(estimator_aid_source1d_s &hgt_aid_src);
// 2d & 3d velocity fusion
void fuseHorizontalVelocity(estimator_aid_source2d_s &vel_aid_src);
void fuseVelocity(estimator_aid_source2d_s &vel_aid_src);
void fuseVelocity(estimator_aid_source3d_s &vel_aid_src);
#if defined(CONFIG_EKF2_TERRAIN)
@@ -942,9 +942,15 @@ private:
#endif // CONFIG_EKF2_WIND
}
// if the covariance correction will result in a negative variance, then
// the covariance matrix is unhealthy and must be corrected
bool checkAndFixCovarianceUpdate(const SquareMatrixState &KHP);
// limit the diagonal of the covariance matrix
void constrainStateVariances();
void forceCovarianceSymmetry();
void constrainStateVar(const IdxDof &state, float min, float max);
void constrainStateVarLimitRatio(const IdxDof &state, float min, float max, float max_ratio = 1.e6f);
@@ -1043,6 +1049,7 @@ private:
bool haglYawResetReq();
void checkYawAngleObservability();
void checkMagBiasObservability();
void checkMagHeadingConsistency();
bool checkMagField(const Vector3f &mag);
@@ -1130,6 +1137,8 @@ private:
void resetFakePosFusion();
void stopFakePosFusion();
void setVelPosStatus(const int state_index, const bool healthy);
// reset the quaternion states and covariances to the new yaw value, preserving the roll and pitch
// yaw : Euler yaw angle (rad)
// yaw_variance : yaw error variance (rad^2)
+178 -43
View File
@@ -45,6 +45,121 @@
#include <lib/world_magnetic_model/geo_mag_declination.h>
#include <cstdlib>
void Ekf::resetHorizontalVelocityToZero()
{
_information_events.flags.reset_vel_to_zero = true;
ECL_INFO("reset velocity to zero");
// Used when falling back to non-aiding mode of operation
resetHorizontalVelocityTo(Vector2f{0.f, 0.f}, 25.f);
}
void Ekf::resetVelocityTo(const Vector3f &new_vel, const Vector3f &new_vel_var)
{
resetHorizontalVelocityTo(Vector2f(new_vel), Vector2f(new_vel_var(0), new_vel_var(1)));
resetVerticalVelocityTo(new_vel(2), new_vel_var(2));
}
void Ekf::resetHorizontalVelocityTo(const Vector2f &new_horz_vel, const Vector2f &new_horz_vel_var)
{
const Vector2f delta_horz_vel = new_horz_vel - Vector2f(_state.vel);
_state.vel.xy() = new_horz_vel;
if (PX4_ISFINITE(new_horz_vel_var(0))) {
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx, math::max(sq(0.01f), new_horz_vel_var(0)));
}
if (PX4_ISFINITE(new_horz_vel_var(1))) {
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx + 1, math::max(sq(0.01f), new_horz_vel_var(1)));
}
_output_predictor.resetHorizontalVelocityTo(delta_horz_vel);
// record the state change
if (_state_reset_status.reset_count.velNE == _state_reset_count_prev.velNE) {
_state_reset_status.velNE_change = delta_horz_vel;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.velNE_change += delta_horz_vel;
}
_state_reset_status.reset_count.velNE++;
// Reset the timout timer
_time_last_hor_vel_fuse = _time_delayed_us;
}
void Ekf::resetVerticalVelocityTo(float new_vert_vel, float new_vert_vel_var)
{
const float delta_vert_vel = new_vert_vel - _state.vel(2);
_state.vel(2) = new_vert_vel;
if (PX4_ISFINITE(new_vert_vel_var)) {
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx + 2, math::max(sq(0.01f), new_vert_vel_var));
}
_output_predictor.resetVerticalVelocityTo(delta_vert_vel);
// record the state change
if (_state_reset_status.reset_count.velD == _state_reset_count_prev.velD) {
_state_reset_status.velD_change = delta_vert_vel;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.velD_change += delta_vert_vel;
}
_state_reset_status.reset_count.velD++;
// Reset the timout timer
_time_last_ver_vel_fuse = _time_delayed_us;
}
void Ekf::resetHorizontalPositionToLastKnown()
{
ECL_INFO("reset position to last known (%.3f, %.3f)", (double)_last_known_pos(0), (double)_last_known_pos(1));
_information_events.flags.reset_pos_to_last_known = true;
// Used when falling back to non-aiding mode of operation
resetHorizontalPositionTo(_last_known_pos.xy(), sq(_params.pos_noaid_noise));
}
void Ekf::resetHorizontalPositionTo(const Vector2f &new_horz_pos, const Vector2f &new_horz_pos_var)
{
const Vector2f delta_horz_pos{new_horz_pos - Vector2f{_state.pos}};
_state.pos.xy() = new_horz_pos;
if (PX4_ISFINITE(new_horz_pos_var(0))) {
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx, math::max(sq(0.01f), new_horz_pos_var(0)));
}
if (PX4_ISFINITE(new_horz_pos_var(1))) {
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx + 1, math::max(sq(0.01f), new_horz_pos_var(1)));
}
_output_predictor.resetHorizontalPositionTo(delta_horz_pos);
// record the state change
if (_state_reset_status.reset_count.posNE == _state_reset_count_prev.posNE) {
_state_reset_status.posNE_change = delta_horz_pos;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.posNE_change += delta_horz_pos;
}
_state_reset_status.reset_count.posNE++;
#if defined(CONFIG_EKF2_EXTERNAL_VISION)
_ev_pos_b_est.setBias(_ev_pos_b_est.getBias() - _state_reset_status.posNE_change);
#endif // CONFIG_EKF2_EXTERNAL_VISION
//_gps_pos_b_est.setBias(_gps_pos_b_est.getBias() + _state_reset_status.posNE_change);
// Reset the timout timer
_time_last_hor_pos_fuse = _time_delayed_us;
}
bool Ekf::isHeightResetRequired() const
{
// check if height is continuously failing because of accel errors
@@ -56,6 +171,68 @@ bool Ekf::isHeightResetRequired() const
return (continuous_bad_accel_hgt || hgt_fusion_timeout);
}
void Ekf::resetHorizontalPositionToExternal(const Vector2f &new_horiz_pos, float horiz_accuracy) {
_information_events.flags.reset_pos_to_ext_obs = true;
ECL_INFO("reset position to external observation");
resetHorizontalPositionTo(new_horiz_pos, sq(horiz_accuracy));
}
void Ekf::resetVerticalPositionTo(const float new_vert_pos, float new_vert_pos_var)
{
const float old_vert_pos = _state.pos(2);
_state.pos(2) = new_vert_pos;
if (PX4_ISFINITE(new_vert_pos_var)) {
// the state variance is the same as the observation
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx + 2, math::max(sq(0.01f), new_vert_pos_var));
}
const float delta_z = new_vert_pos - old_vert_pos;
// apply the change in height / height rate to our newest height / height rate estimate
// which have already been taken out from the output buffer
_output_predictor.resetVerticalPositionTo(new_vert_pos, delta_z);
// record the state change
if (_state_reset_status.reset_count.posD == _state_reset_count_prev.posD) {
_state_reset_status.posD_change = delta_z;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.posD_change += delta_z;
}
_state_reset_status.reset_count.posD++;
#if defined(CONFIG_EKF2_BAROMETER)
_baro_b_est.setBias(_baro_b_est.getBias() + delta_z);
#endif // CONFIG_EKF2_BAROMETER
#if defined(CONFIG_EKF2_EXTERNAL_VISION)
_ev_hgt_b_est.setBias(_ev_hgt_b_est.getBias() - delta_z);
#endif // CONFIG_EKF2_EXTERNAL_VISION
#if defined(CONFIG_EKF2_GNSS)
_gps_hgt_b_est.setBias(_gps_hgt_b_est.getBias() + delta_z);
#endif // CONFIG_EKF2_GNSS
#if defined(CONFIG_EKF2_RANGE_FINDER)
_rng_hgt_b_est.setBias(_rng_hgt_b_est.getBias() + delta_z);
#endif // CONFIG_EKF2_RANGE_FINDER
#if defined(CONFIG_EKF2_TERRAIN)
terrainHandleVerticalPositionReset(delta_z);
#endif
// Reset the timout timer
_time_last_hgt_fuse = _time_delayed_us;
}
void Ekf::resetVerticalVelocityToZero()
{
// we don't know what the vertical velocity is, so set it to zero
// Set the variance to a value large enough to allow the state to converge quickly
// that does not destabilise the filter
resetVerticalVelocityTo(0.0f, 10.f);
}
#if defined(CONFIG_EKF2_BARO_COMPENSATION)
float Ekf::compensateBaroForDynamicPressure(const float baro_alt_uncompensated) const
{
@@ -507,7 +684,7 @@ void Ekf::get_ekf_soln_status(uint16_t *status) const
{
ekf_solution_status_u soln_status{};
// TODO: Is this accurate enough?
soln_status.flags.attitude = attitude_valid();
soln_status.flags.attitude = _control_status.flags.tilt_align && _control_status.flags.yaw_align && (_fault_status.value == 0);
soln_status.flags.velocity_horiz = (isHorizontalAidingActive() || (_control_status.flags.fuse_beta && _control_status.flags.fuse_aspd)) && (_fault_status.value == 0);
soln_status.flags.velocity_vert = (_control_status.flags.baro_hgt || _control_status.flags.ev_hgt || _control_status.flags.gps_hgt || _control_status.flags.rng_hgt) && (_fault_status.value == 0);
soln_status.flags.pos_horiz_rel = (_control_status.flags.gps || _control_status.flags.ev_pos || _control_status.flags.opt_flow) && (_fault_status.value == 0);
@@ -838,45 +1015,3 @@ void Ekf::updateIMUBiasInhibit(const imuSample &imu_delayed)
_accel_bias_inhibit[index] = do_inhibit_all_accel_axes || imu_delayed.delta_vel_clipping[index] || !is_bias_observable;
}
}
bool Ekf::fuseDirectStateMeasurement(const float innov, const float innov_var, const float R, const int state_index)
{
VectorState K; // Kalman gain vector for any single observation - sequential fusion is used.
// calculate kalman gain K = PHS, where S = 1/innovation variance
for (int row = 0; row < State::size; row++) {
K(row) = P(row, state_index) / innov_var;
}
clearInhibitedStateKalmanGains(K);
// Efficient implementation of the Joseph stabilized covariance update
// Based on "G. J. Bierman. Factorization Methods for Discrete Sequential Estimation. Academic Press, Dover Publications, New York, 1977, 2006"
// Step 1: conventional update
VectorState PH = P.row(state_index);
for (unsigned i = 0; i < State::size; i++) {
for (unsigned j = 0; j <= i; j++) {
P(i, j) = P(i, j) - K(i) * PH(j);
P(j, i) = P(i, j);
}
}
// Step 2: stabilized update
PH = P.row(state_index);
for (unsigned i = 0; i < State::size; i++) {
for (unsigned j = 0; j <= i; j++) {
float s = .5f * (P(i, j) - PH(i) * K(j) + P(i, j) - PH(j) * K(i));
P(i, j) = s + K(i) * R * K(j);
P(j, i) = P(i, j);
}
}
constrainStateVariances();
// apply the state corrections
fuse(K, innov);
return true;
}
-1
View File
@@ -41,7 +41,6 @@
void Ekf::controlExternalVisionFusion()
{
_ev_pos_b_est.predict(_dt_ekf_avg);
_ev_hgt_b_est.predict(_dt_ekf_avg);
// Check for new external vision data
extVisionSample ev_sample;
+1 -1
View File
@@ -45,7 +45,7 @@ void Ekf::controlEvHeightFusion(const extVisionSample &ev_sample, const bool com
HeightBiasEstimator &bias_est = _ev_hgt_b_est;
// bias_est.predict(_dt_ekf_avg) called by controlExternalVisionFusion()
bias_est.predict(_dt_ekf_avg);
// correct position for offset relative to IMU
const Vector3f pos_offset_body = _params.ev_pos_body - _params.imu_pos_body;
+1 -1
View File
@@ -134,7 +134,7 @@ void Ekf::fuseGpsYaw(float antenna_yaw_offset)
// only calculate gains for states we are using
VectorState Kfusion = P * H / gnss_yaw.innovation_variance;
const bool is_fused = measurementUpdate(Kfusion, H, gnss_yaw.observation_variance, gnss_yaw.innovation);
const bool is_fused = measurementUpdate(Kfusion, gnss_yaw.innovation_variance, gnss_yaw.innovation);
_fault_status.flags.bad_hdg = !is_fused;
gnss_yaw.fused = is_fused;
+1 -1
View File
@@ -111,7 +111,7 @@ void Ekf::controlGravityFusion(const imuSample &imu)
const bool accel_clipping = imu.delta_vel_clipping[0] || imu.delta_vel_clipping[1] || imu.delta_vel_clipping[2];
if (_control_status.flags.gravity_vector && !_aid_src_gravity.innovation_rejected && !accel_clipping) {
fused[index] = measurementUpdate(K, H, _aid_src_gravity.observation_variance[index], _aid_src_gravity.innovation[index]);
fused[index] = measurementUpdate(K, _aid_src_gravity.innovation_variance[index], _aid_src_gravity.innovation[index]);
}
}
+5 -2
View File
@@ -45,12 +45,13 @@ void Ekf::controlMag3DFusion(const magSample &mag_sample, const bool common_star
resetEstimatorAidStatus(aid_src);
const bool wmm_updated = (_wmm_gps_time_last_set >= aid_src.time_last_fuse); // 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);
// determine if we should use mag fusion
bool continuing_conditions_passing = (_params.mag_fusion_type != MagFuseType::NONE)
&& _control_status.flags.tilt_align
&& (_control_status.flags.yaw_align || (!_control_status.flags.ev_yaw && !_control_status.flags.yaw_align))
&& (wmm_updated || checkHaglYawResetReq() || isRecent(_time_last_mov_3d_mag_suitable, (uint64_t)3e6))
&& mag_sample.mag.longerThan(0.f)
&& mag_sample.mag.isAllFinite();
@@ -64,6 +65,8 @@ void Ekf::controlMag3DFusion(const magSample &mag_sample, const bool common_star
&& _control_status.flags.mag_aligned_in_flight
&& (_control_status.flags.mag_heading_consistent || !_control_status.flags.gps)
&& !_control_status.flags.mag_fault
&& isRecent(aid_src.time_last_fuse, 500'000)
&& getMagBiasVariance().longerThan(0.f) && !getMagBiasVariance().longerThan(sq(0.02f))
&& !_control_status.flags.ev_yaw
&& !_control_status.flags.gps_yaw;
@@ -89,7 +92,7 @@ void Ekf::controlMag3DFusion(const magSample &mag_sample, const bool common_star
if (continuing_conditions_passing && _control_status.flags.yaw_align) {
if (mag_sample.reset || checkHaglYawResetReq() || wmm_updated) {
if (mag_sample.reset || checkHaglYawResetReq()) {
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 = _time_delayed_us;
+24
View File
@@ -47,9 +47,15 @@ void Ekf::controlMagFusion()
_control_status.flags.mag_aligned_in_flight = false;
}
// check mag state observability
checkYawAngleObservability();
checkMagBiasObservability();
checkMagHeadingConsistency();
if (_mag_bias_observable || _yaw_angle_observable) {
_time_last_mov_3d_mag_suitable = _time_delayed_us;
}
if (_params.mag_fusion_type == MagFuseType::NONE) {
stopMagFusion();
stopMagHdgFusion();
@@ -239,6 +245,24 @@ void Ekf::checkYawAngleObservability()
}
}
void Ekf::checkMagBiasObservability()
{
// check if there is enough yaw rotation to make the mag bias states observable
if (!_mag_bias_observable && (fabsf(_yaw_rate_lpf_ef) > _params.mag_yaw_rate_gate)) {
// initial yaw motion is detected
_mag_bias_observable = true;
} else if (_mag_bias_observable) {
// require sustained yaw motion of 50% the initial yaw rate threshold
const float yaw_dt = 1e-6f * (float)(_time_delayed_us - _time_yaw_started);
const float min_yaw_change_req = 0.5f * _params.mag_yaw_rate_gate * yaw_dt;
_mag_bias_observable = fabsf(_yaw_delta_ef) > min_yaw_change_req;
}
_yaw_delta_ef = 0.0f;
_time_yaw_started = _time_delayed_us;
}
void Ekf::checkMagHeadingConsistency()
{
if (fabsf(_mag_heading_innov_lpf.getState()) < _params.mag_heading_noise) {
+22 -41
View File
@@ -191,7 +191,7 @@ bool Ekf::fuseMag(const Vector3f &mag, estimator_aid_source3d_s &aid_src_mag, bo
Kfusion.slice<State::mag_B.dof, 1>(State::mag_B.idx, 0) = K_mag_B;
}
if (measurementUpdate(Kfusion, H, aid_src_mag.observation_variance[index], aid_src_mag.innovation[index])) {
if (measurementUpdate(Kfusion, aid_src_mag.innovation_variance[index], aid_src_mag.innovation[index])) {
fused[index] = true;
limitDeclination();
@@ -227,52 +227,35 @@ bool Ekf::fuseDeclination(float decl_sigma)
return false;
}
float decl_measurement = NAN;
// observation variance (rad**2)
const float R_DECL = sq(decl_sigma);
if ((_params.mag_declination_source & GeoDeclinationMask::USE_GEO_DECL)
&& PX4_ISFINITE(_mag_declination_gps)
) {
decl_measurement = _mag_declination_gps;
VectorState H;
float decl_pred;
float innovation_variance;
} 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);
// TODO: review getMagDeclination() usage, use mag_I, _mag_declination_gps, or parameter?
sym::ComputeMagDeclinationPredInnovVarAndH(_state.vector(), P, R_DECL, FLT_EPSILON, &decl_pred, &innovation_variance, &H);
const float innovation = wrap_pi(decl_pred - getMagDeclination());
if (innovation_variance < R_DECL) {
// variance calculation is badly conditioned
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);
const bool is_fused = measurementUpdate(Kfusion, innovation_variance, innovation);
VectorState H;
float decl_pred;
float innovation_variance;
_fault_status.flags.bad_mag_decl = !is_fused;
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;
if (is_fused) {
limitDeclination();
}
return is_fused;
if (is_fused) {
limitDeclination();
}
return false;
return is_fused;
}
void Ekf::limitDeclination()
@@ -291,9 +274,7 @@ void Ekf::limitDeclination()
// set to 50% of the horizontal strength from geo tables if location is known
h_field_min = fmaxf(h_field_min, 0.5f * _mag_strength_gps * cosf(_mag_inclination_gps));
} else if ((_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL)
&& PX4_ISFINITE(_params.mag_declination_deg) && (fabsf(_params.mag_declination_deg) > 0.f)
) {
} else if (_params.mag_declination_source & GeoDeclinationMask::SAVE_GEO_DECL) {
// use parameter value if GPS isn't available
decl_reference = math::radians(_params.mag_declination_deg);
}
+2 -2
View File
@@ -32,7 +32,7 @@
****************************************************************************/
/**
* @file optflow_fusion.cpp
* @file vel_pos_fusion.cpp
* Function for fusing gps and baro measurements/
* equations generated using EKF/python/ekf_derivation/main.py
*
@@ -146,7 +146,7 @@ void Ekf::fuseOptFlow()
VectorState Kfusion = P * H / _aid_src_optical_flow.innovation_variance[index];
if (measurementUpdate(Kfusion, H, _aid_src_optical_flow.observation_variance[index], _aid_src_optical_flow.innovation[index])) {
if (measurementUpdate(Kfusion, _aid_src_optical_flow.innovation_variance[index], _aid_src_optical_flow.innovation[index])) {
fused[index] = true;
}
}
-210
View File
@@ -1,210 +0,0 @@
/****************************************************************************
*
* Copyright (c) 2015-2024 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 "ekf.h"
void Ekf::updateHorizontalPositionAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var,
const float innov_gate, estimator_aid_source2d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
for (int i = 0; i < 2; i++) {
aid_src.observation[i] = obs(i);
aid_src.innovation[i] = _state.pos(i) - aid_src.observation[i];
aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i));
const int state_index = State::pos.idx + i;
aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i];
}
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
aid_src.timestamp_sample = time_us;
}
void Ekf::updateVerticalPositionAidSrcStatus(const uint64_t &time_us, const float obs, const float obs_var,
const float innov_gate, estimator_aid_source1d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
aid_src.observation = obs;
aid_src.innovation = _state.pos(2) - aid_src.observation;
aid_src.observation_variance = math::max(sq(0.01f), obs_var);
aid_src.innovation_variance = P(State::pos.idx + 2, State::pos.idx + 2) + aid_src.observation_variance;
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
// z special case if there is bad vertical acceleration data, then don't reject measurement,
// but limit innovation to prevent spikes that could destabilise the filter
if (_fault_status.flags.bad_acc_vertical && aid_src.innovation_rejected) {
const float innov_limit = innov_gate * sqrtf(aid_src.innovation_variance);
aid_src.innovation = math::constrain(aid_src.innovation, -innov_limit, innov_limit);
aid_src.innovation_rejected = false;
}
aid_src.timestamp_sample = time_us;
}
void Ekf::fuseHorizontalPosition(estimator_aid_source2d_s &aid_src)
{
// x & y
if (!aid_src.innovation_rejected
&& fuseDirectStateMeasurement(aid_src.innovation[0], aid_src.innovation_variance[0], aid_src.observation_variance[0], State::pos.idx + 0)
&& fuseDirectStateMeasurement(aid_src.innovation[1], aid_src.innovation_variance[1], aid_src.observation_variance[1], State::pos.idx + 1)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
_time_last_hor_pos_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
void Ekf::fuseVerticalPosition(estimator_aid_source1d_s &aid_src)
{
// z
if (!aid_src.innovation_rejected
&& fuseDirectStateMeasurement(aid_src.innovation, aid_src.innovation_variance, aid_src.observation_variance, State::pos.idx + 2)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
_time_last_hgt_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
void Ekf::resetHorizontalPositionTo(const Vector2f &new_horz_pos, const Vector2f &new_horz_pos_var)
{
const Vector2f delta_horz_pos{new_horz_pos - Vector2f{_state.pos}};
_state.pos.xy() = new_horz_pos;
if (PX4_ISFINITE(new_horz_pos_var(0))) {
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx, math::max(sq(0.01f), new_horz_pos_var(0)));
}
if (PX4_ISFINITE(new_horz_pos_var(1))) {
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx + 1, math::max(sq(0.01f), new_horz_pos_var(1)));
}
_output_predictor.resetHorizontalPositionTo(delta_horz_pos);
// record the state change
if (_state_reset_status.reset_count.posNE == _state_reset_count_prev.posNE) {
_state_reset_status.posNE_change = delta_horz_pos;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.posNE_change += delta_horz_pos;
}
_state_reset_status.reset_count.posNE++;
#if defined(CONFIG_EKF2_EXTERNAL_VISION)
_ev_pos_b_est.setBias(_ev_pos_b_est.getBias() - _state_reset_status.posNE_change);
#endif // CONFIG_EKF2_EXTERNAL_VISION
//_gps_pos_b_est.setBias(_gps_pos_b_est.getBias() + _state_reset_status.posNE_change);
// Reset the timout timer
_time_last_hor_pos_fuse = _time_delayed_us;
}
void Ekf::resetVerticalPositionTo(const float new_vert_pos, float new_vert_pos_var)
{
const float old_vert_pos = _state.pos(2);
_state.pos(2) = new_vert_pos;
if (PX4_ISFINITE(new_vert_pos_var)) {
// the state variance is the same as the observation
P.uncorrelateCovarianceSetVariance<1>(State::pos.idx + 2, math::max(sq(0.01f), new_vert_pos_var));
}
const float delta_z = new_vert_pos - old_vert_pos;
// apply the change in height / height rate to our newest height / height rate estimate
// which have already been taken out from the output buffer
_output_predictor.resetVerticalPositionTo(new_vert_pos, delta_z);
// record the state change
if (_state_reset_status.reset_count.posD == _state_reset_count_prev.posD) {
_state_reset_status.posD_change = delta_z;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.posD_change += delta_z;
}
_state_reset_status.reset_count.posD++;
#if defined(CONFIG_EKF2_BAROMETER)
_baro_b_est.setBias(_baro_b_est.getBias() + delta_z);
#endif // CONFIG_EKF2_BAROMETER
#if defined(CONFIG_EKF2_EXTERNAL_VISION)
_ev_hgt_b_est.setBias(_ev_hgt_b_est.getBias() - delta_z);
#endif // CONFIG_EKF2_EXTERNAL_VISION
#if defined(CONFIG_EKF2_GNSS)
_gps_hgt_b_est.setBias(_gps_hgt_b_est.getBias() + delta_z);
#endif // CONFIG_EKF2_GNSS
#if defined(CONFIG_EKF2_RANGE_FINDER)
_rng_hgt_b_est.setBias(_rng_hgt_b_est.getBias() + delta_z);
#endif // CONFIG_EKF2_RANGE_FINDER
#if defined(CONFIG_EKF2_TERRAIN)
terrainHandleVerticalPositionReset(delta_z);
#endif
// Reset the timout timer
_time_last_hgt_fuse = _time_delayed_us;
}
void Ekf::resetHorizontalPositionToLastKnown()
{
ECL_INFO("reset position to last known (%.3f, %.3f)", (double)_last_known_pos(0), (double)_last_known_pos(1));
_information_events.flags.reset_pos_to_last_known = true;
// Used when falling back to non-aiding mode of operation
resetHorizontalPositionTo(_last_known_pos.xy(), sq(_params.pos_noaid_noise));
}
void Ekf::resetHorizontalPositionToExternal(const Vector2f &new_horiz_pos, float horiz_accuracy)
{
ECL_INFO("reset position to external observation");
_information_events.flags.reset_pos_to_ext_obs = true;
resetHorizontalPositionTo(new_horiz_pos, sq(horiz_accuracy));
}
@@ -44,7 +44,7 @@ from pyulog.px4 import PX4ULog
import numpy as np
import quaternion
from scipy import optimize
from scipy.signal import sosfilt, butter
from scipy.signal import detrend
def getAllData(logfile):
log = ULog(logfile)
@@ -59,6 +59,9 @@ def getAllData(logfile):
baro = getData(log, 'vehicle_air_data', 'baro_alt_meter')
t_baro = ms2s(getData(log, 'vehicle_air_data', 'timestamp'))
baro_bias = getData(log, 'estimator_baro_bias', 'bias')
t_baro_bias = ms2s(getData(log, 'estimator_baro_bias', 'timestamp'))
q = np.matrix([getData(log, 'vehicle_attitude', 'q[0]'),
getData(log, 'vehicle_attitude', 'q[1]'),
getData(log, 'vehicle_attitude', 'q[2]'),
@@ -68,17 +71,18 @@ def getAllData(logfile):
gnss_h = getData(log, 'vehicle_gps_position', 'altitude_msl_m')
t_gnss = ms2s(getData(log, 'vehicle_gps_position', 'timestamp'))
(t_aligned, v_body_aligned, baro_aligned, v_local_z_aligned, gnss_h_aligned) = alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_h)
(t_aligned, v_body_aligned, baro_aligned, v_local_z_aligned, gnss_h_aligned, baro_bias_aligned) = alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_h, t_baro_bias, baro_bias)
t_aligned -= t_aligned[0]
return (t_aligned, v_body_aligned, baro_aligned, v_local_z_aligned, gnss_h_aligned)
return (t_aligned, v_body_aligned, baro_aligned, v_local_z_aligned, gnss_h_aligned, baro_bias_aligned)
def alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_h):
def alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_h, t_baro_bias, baro_bias):
#TODO: use resample?
len_q = len(t_q)
len_l = len(t_local)
len_g = len(t_gnss)
len_bb = len(t_baro_bias)
i_q = 0
i_l = 0
i_g = 0
@@ -87,6 +91,7 @@ def alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_
baro_aligned = []
gnss_h_aligned = []
v_local_z_aligned = []
baro_bias_aligned = []
t_aligned = []
for i_b in range(len(t_baro)):
@@ -97,6 +102,8 @@ def alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_
i_q += 1
while t_gnss[i_g] < t and i_g < len_g-1:
i_g += 1
while t_baro_bias[i_bb] < t and i_bb < len_bb-1:
i_bb += 1
# Only use in air data
if dist_bottom[i_l] < 1.0:
@@ -111,9 +118,10 @@ def alignData(t_local, v_local, dist_bottom, t_q, q, baro, t_baro, t_gnss, gnss_
baro_aligned = np.append(baro_aligned, baro[i_b])
v_local_z_aligned = np.append(v_local_z_aligned, v_local[2, i_l])
gnss_h_aligned = np.append(gnss_h_aligned, gnss_h[i_g])
baro_bias_aligned = np.append(baro_bias_aligned, baro_bias[i_bb])
t_aligned.append(t)
return (t_aligned, v_body_aligned, baro_aligned, v_local_z_aligned, gnss_h_aligned)
return (t_aligned, v_body_aligned, baro_aligned, v_local_z_aligned, gnss_h_aligned, baro_bias_aligned)
def getData(log, topic_name, variable_name, instance=0):
variable_data = np.array([])
@@ -151,19 +159,15 @@ def baroCorrection(x, v_body):
return correction
def run(logfile):
(t, v_body, baro, v_local_z, gnss_h) = getAllData(logfile)
(t, v_body, baro, v_local_z, gnss_h, baro_bias) = getAllData(logfile)
# x[0]: pcoef_xn / g
# x[1]: pcoef_xp / g
# x[2]: pcoef_yn / g
# x[3]: pcoef_yp / g
# x[4]: pcoef_z / g
baro_error = (gnss_h - baro)
# Remove low ferquency part of the signal as we're only interested in the short-term errors
baro_error -= baro_error[0]
sos = butter(4, 0.01, 'hp', fs=1/(t[1]-t[0]), output='sos')
baro_error = sosfilt(sos, baro_error)
baro -= baro_bias
baro_error = detrend(gnss_h - baro)
J = lambda x: np.sum(np.power(baro_error - baroCorrection(x, v_body), 2.0)) # cost function
+1 -1
View File
@@ -142,7 +142,7 @@ void Ekf::fuseSideslip(estimator_aid_source1d_s &sideslip)
K.slice<State::wind_vel.dof, 1>(State::wind_vel.idx, 0) = K_wind;
}
const bool is_fused = measurementUpdate(K, H, sideslip.observation_variance, sideslip.innovation);
const bool is_fused = measurementUpdate(K, sideslip.innovation_variance, sideslip.innovation);
sideslip.fused = is_fused;
_fault_status.flags.bad_sideslip = !is_fused;
+303
View File
@@ -0,0 +1,303 @@
/****************************************************************************
*
* Copyright (c) 2015-2023 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.
*
****************************************************************************/
/**
* @file vel_pos_fusion.cpp
*
* @author Roman Bast <bapstroman@gmail.com>
* @author Siddharth Bharat Purohit <siddharthbharatpurohit@gmail.com>
* @author Paul Riseborough <p_riseborough@live.com.au>
*
*/
#include <mathlib/mathlib.h>
#include "ekf.h"
void Ekf::updateVelocityAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var,
const float innov_gate, estimator_aid_source2d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
for (int i = 0; i < 2; i++) {
aid_src.observation[i] = obs(i);
aid_src.innovation[i] = _state.vel(i) - aid_src.observation[i];
aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i));
const int state_index = State::vel.idx + i;
aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i];
}
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
aid_src.timestamp_sample = time_us;
}
void Ekf::updateVelocityAidSrcStatus(const uint64_t &time_us, const Vector3f &obs, const Vector3f &obs_var,
const float innov_gate, estimator_aid_source3d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
for (int i = 0; i < 3; i++) {
aid_src.observation[i] = obs(i);
aid_src.innovation[i] = _state.vel(i) - aid_src.observation[i];
aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i));
const int state_index = State::vel.idx + i;
aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i];
}
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
// vz special case if there is bad vertical acceleration data, then don't reject measurement,
// but limit innovation to prevent spikes that could destabilise the filter
if (_fault_status.flags.bad_acc_vertical && aid_src.innovation_rejected) {
const float innov_limit = innov_gate * sqrtf(aid_src.innovation_variance[2]);
aid_src.innovation[2] = math::constrain(aid_src.innovation[2], -innov_limit, innov_limit);
aid_src.innovation_rejected = false;
}
aid_src.timestamp_sample = time_us;
}
void Ekf::updateVerticalPositionAidSrcStatus(const uint64_t &time_us, const float obs, const float obs_var,
const float innov_gate, estimator_aid_source1d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
aid_src.observation = obs;
aid_src.innovation = _state.pos(2) - aid_src.observation;
aid_src.observation_variance = math::max(sq(0.01f), obs_var);
aid_src.innovation_variance = P(State::pos.idx + 2, State::pos.idx + 2) + aid_src.observation_variance;
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
// z special case if there is bad vertical acceleration data, then don't reject measurement,
// but limit innovation to prevent spikes that could destabilise the filter
if (_fault_status.flags.bad_acc_vertical && aid_src.innovation_rejected) {
const float innov_limit = innov_gate * sqrtf(aid_src.innovation_variance);
aid_src.innovation = math::constrain(aid_src.innovation, -innov_limit, innov_limit);
aid_src.innovation_rejected = false;
}
aid_src.timestamp_sample = time_us;
}
void Ekf::updateHorizontalPositionAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var,
const float innov_gate, estimator_aid_source2d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
for (int i = 0; i < 2; i++) {
aid_src.observation[i] = obs(i);
aid_src.innovation[i] = _state.pos(i) - aid_src.observation[i];
aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i));
const int state_index = State::pos.idx + i;
aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i];
}
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
aid_src.timestamp_sample = time_us;
}
void Ekf::fuseVelocity(estimator_aid_source2d_s &aid_src)
{
if (!aid_src.innovation_rejected) {
// vx, vy
if (fuseVelPosHeight(aid_src.innovation[0], aid_src.innovation_variance[0], State::vel.idx)
&& fuseVelPosHeight(aid_src.innovation[1], aid_src.innovation_variance[1], State::vel.idx + 1)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
}
void Ekf::fuseVelocity(estimator_aid_source3d_s &aid_src)
{
if (!aid_src.innovation_rejected) {
// vx, vy, vz
if (fuseVelPosHeight(aid_src.innovation[0], aid_src.innovation_variance[0], State::vel.idx)
&& fuseVelPosHeight(aid_src.innovation[1], aid_src.innovation_variance[1], State::vel.idx + 1)
&& fuseVelPosHeight(aid_src.innovation[2], aid_src.innovation_variance[2], State::vel.idx + 2)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
}
void Ekf::fuseHorizontalPosition(estimator_aid_source2d_s &aid_src)
{
// x & y
if (!aid_src.innovation_rejected) {
if (fuseVelPosHeight(aid_src.innovation[0], aid_src.innovation_variance[0], State::pos.idx)
&& fuseVelPosHeight(aid_src.innovation[1], aid_src.innovation_variance[1], State::pos.idx + 1)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
}
void Ekf::fuseVerticalPosition(estimator_aid_source1d_s &aid_src)
{
// z
if (!aid_src.innovation_rejected) {
if (fuseVelPosHeight(aid_src.innovation, aid_src.innovation_variance, State::pos.idx + 2)) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
}
}
}
// Helper function that fuses a single velocity or position measurement
bool Ekf::fuseVelPosHeight(const float innov, const float innov_var, const int state_index)
{
VectorState Kfusion; // Kalman gain vector for any single observation - sequential fusion is used.
// calculate kalman gain K = PHS, where S = 1/innovation variance
for (int row = 0; row < State::size; row++) {
Kfusion(row) = P(row, state_index) / innov_var;
}
clearInhibitedStateKalmanGains(Kfusion);
SquareMatrixState KHP;
for (unsigned row = 0; row < State::size; row++) {
for (unsigned column = 0; column < State::size; column++) {
KHP(row, column) = Kfusion(row) * P(state_index, column);
}
}
const bool healthy = checkAndFixCovarianceUpdate(KHP);
setVelPosStatus(state_index, healthy);
if (healthy) {
// apply the covariance corrections
P -= KHP;
constrainStateVariances();
// apply the state corrections
fuse(Kfusion, innov);
return true;
}
return false;
}
void Ekf::setVelPosStatus(const int state_index, const bool healthy)
{
switch (state_index) {
case State::vel.idx:
if (healthy) {
_fault_status.flags.bad_vel_N = false;
_time_last_hor_vel_fuse = _time_delayed_us;
} else {
_fault_status.flags.bad_vel_N = true;
}
break;
case State::vel.idx + 1:
if (healthy) {
_fault_status.flags.bad_vel_E = false;
_time_last_hor_vel_fuse = _time_delayed_us;
} else {
_fault_status.flags.bad_vel_E = true;
}
break;
case State::vel.idx + 2:
if (healthy) {
_fault_status.flags.bad_vel_D = false;
_time_last_ver_vel_fuse = _time_delayed_us;
} else {
_fault_status.flags.bad_vel_D = true;
}
break;
case State::pos.idx:
if (healthy) {
_fault_status.flags.bad_pos_N = false;
_time_last_hor_pos_fuse = _time_delayed_us;
} else {
_fault_status.flags.bad_pos_N = true;
}
break;
case State::pos.idx + 1:
if (healthy) {
_fault_status.flags.bad_pos_E = false;
_time_last_hor_pos_fuse = _time_delayed_us;
} else {
_fault_status.flags.bad_pos_E = true;
}
break;
case State::pos.idx + 2:
if (healthy) {
_fault_status.flags.bad_pos_D = false;
_time_last_hgt_fuse = _time_delayed_us;
} else {
_fault_status.flags.bad_pos_D = true;
}
break;
}
}
-195
View File
@@ -1,195 +0,0 @@
/****************************************************************************
*
* Copyright (c) 2015-2024 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
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****************************************************************************/
#include "ekf.h"
void Ekf::updateHorizontalVelocityAidSrcStatus(const uint64_t &time_us, const Vector2f &obs, const Vector2f &obs_var,
const float innov_gate, estimator_aid_source2d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
for (int i = 0; i < 2; i++) {
aid_src.observation[i] = obs(i);
aid_src.innovation[i] = _state.vel(i) - aid_src.observation[i];
aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i));
const int state_index = State::vel.idx + i;
aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i];
}
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
aid_src.timestamp_sample = time_us;
}
void Ekf::updateVelocityAidSrcStatus(const uint64_t &time_us, const Vector3f &obs, const Vector3f &obs_var,
const float innov_gate, estimator_aid_source3d_s &aid_src) const
{
resetEstimatorAidStatus(aid_src);
for (int i = 0; i < 3; i++) {
aid_src.observation[i] = obs(i);
aid_src.innovation[i] = _state.vel(i) - aid_src.observation[i];
aid_src.observation_variance[i] = math::max(sq(0.01f), obs_var(i));
const int state_index = State::vel.idx + i;
aid_src.innovation_variance[i] = P(state_index, state_index) + aid_src.observation_variance[i];
}
setEstimatorAidStatusTestRatio(aid_src, innov_gate);
// vz special case if there is bad vertical acceleration data, then don't reject measurement,
// but limit innovation to prevent spikes that could destabilise the filter
if (_fault_status.flags.bad_acc_vertical && aid_src.innovation_rejected) {
const float innov_limit = innov_gate * sqrtf(aid_src.innovation_variance[2]);
aid_src.innovation[2] = math::constrain(aid_src.innovation[2], -innov_limit, innov_limit);
aid_src.innovation_rejected = false;
}
aid_src.timestamp_sample = time_us;
}
void Ekf::fuseHorizontalVelocity(estimator_aid_source2d_s &aid_src)
{
// vx, vy
if (!aid_src.innovation_rejected
&& fuseDirectStateMeasurement(aid_src.innovation[0], aid_src.innovation_variance[0], aid_src.observation_variance[0], State::vel.idx + 0)
&& fuseDirectStateMeasurement(aid_src.innovation[1], aid_src.innovation_variance[1], aid_src.observation_variance[1], State::vel.idx + 1)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
_time_last_hor_vel_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
void Ekf::fuseVelocity(estimator_aid_source3d_s &aid_src)
{
// vx, vy, vz
if (!aid_src.innovation_rejected
&& fuseDirectStateMeasurement(aid_src.innovation[0], aid_src.innovation_variance[0], aid_src.observation_variance[0], State::vel.idx + 0)
&& fuseDirectStateMeasurement(aid_src.innovation[1], aid_src.innovation_variance[1], aid_src.observation_variance[1], State::vel.idx + 1)
&& fuseDirectStateMeasurement(aid_src.innovation[2], aid_src.innovation_variance[2], aid_src.observation_variance[2], State::vel.idx + 2)
) {
aid_src.fused = true;
aid_src.time_last_fuse = _time_delayed_us;
_time_last_hor_vel_fuse = _time_delayed_us;
_time_last_ver_vel_fuse = _time_delayed_us;
} else {
aid_src.fused = false;
}
}
void Ekf::resetHorizontalVelocityTo(const Vector2f &new_horz_vel, const Vector2f &new_horz_vel_var)
{
const Vector2f delta_horz_vel = new_horz_vel - Vector2f(_state.vel);
_state.vel.xy() = new_horz_vel;
if (PX4_ISFINITE(new_horz_vel_var(0))) {
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx, math::max(sq(0.01f), new_horz_vel_var(0)));
}
if (PX4_ISFINITE(new_horz_vel_var(1))) {
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx + 1, math::max(sq(0.01f), new_horz_vel_var(1)));
}
_output_predictor.resetHorizontalVelocityTo(delta_horz_vel);
// record the state change
if (_state_reset_status.reset_count.velNE == _state_reset_count_prev.velNE) {
_state_reset_status.velNE_change = delta_horz_vel;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.velNE_change += delta_horz_vel;
}
_state_reset_status.reset_count.velNE++;
// Reset the timout timer
_time_last_hor_vel_fuse = _time_delayed_us;
}
void Ekf::resetVerticalVelocityTo(float new_vert_vel, float new_vert_vel_var)
{
const float delta_vert_vel = new_vert_vel - _state.vel(2);
_state.vel(2) = new_vert_vel;
if (PX4_ISFINITE(new_vert_vel_var)) {
P.uncorrelateCovarianceSetVariance<1>(State::vel.idx + 2, math::max(sq(0.01f), new_vert_vel_var));
}
_output_predictor.resetVerticalVelocityTo(delta_vert_vel);
// record the state change
if (_state_reset_status.reset_count.velD == _state_reset_count_prev.velD) {
_state_reset_status.velD_change = delta_vert_vel;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.velD_change += delta_vert_vel;
}
_state_reset_status.reset_count.velD++;
// Reset the timout timer
_time_last_ver_vel_fuse = _time_delayed_us;
}
void Ekf::resetHorizontalVelocityToZero()
{
ECL_INFO("reset velocity to zero");
_information_events.flags.reset_vel_to_zero = true;
// Used when falling back to non-aiding mode of operation
resetHorizontalVelocityTo(Vector2f{0.f, 0.f}, 25.f);
}
void Ekf::resetVerticalVelocityToZero()
{
// we don't know what the vertical velocity is, so set it to zero
// Set the variance to a value large enough to allow the state to converge quickly
// that does not destabilise the filter
resetVerticalVelocityTo(0.0f, 10.f);
}
void Ekf::resetVelocityTo(const Vector3f &new_vel, const Vector3f &new_vel_var)
{
resetHorizontalVelocityTo(Vector2f(new_vel), Vector2f(new_vel_var(0), new_vel_var(1)));
resetVerticalVelocityTo(new_vel(2), new_vel_var(2));
}
+1 -1
View File
@@ -113,7 +113,7 @@ bool Ekf::fuseYaw(estimator_aid_source1d_s &aid_src_status, const VectorState &H
_innov_check_fail_status.flags.reject_yaw = false;
}
if (measurementUpdate(Kfusion, H_YAW, aid_src_status.observation_variance, aid_src_status.innovation)) {
if (measurementUpdate(Kfusion, aid_src_status.innovation_variance, aid_src_status.innovation)) {
_time_last_heading_fuse = _time_delayed_us;
+7
View File
@@ -135,6 +135,7 @@ EKF2::EKF2(bool multi_mode, const px4::wq_config_t &config, bool replay_mode):
_param_ekf2_decl_type(_params->mag_declination_source),
_param_ekf2_mag_type(_params->mag_fusion_type),
_param_ekf2_mag_acclim(_params->mag_acc_gate),
_param_ekf2_mag_yawlim(_params->mag_yaw_rate_gate),
_param_ekf2_mag_check(_params->mag_check),
_param_ekf2_mag_chk_str(_params->mag_check_strength_tolerance_gs),
_param_ekf2_mag_chk_inc(_params->mag_check_inclination_tolerance_deg),
@@ -1895,6 +1896,12 @@ 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_vel_n = _ekf.fault_status_flags().bad_vel_N;
status_flags.fs_bad_vel_e = _ekf.fault_status_flags().bad_vel_E;
status_flags.fs_bad_vel_d = _ekf.fault_status_flags().bad_vel_D;
status_flags.fs_bad_pos_n = _ekf.fault_status_flags().bad_pos_N;
status_flags.fs_bad_pos_e = _ekf.fault_status_flags().bad_pos_E;
status_flags.fs_bad_pos_d = _ekf.fault_status_flags().bad_pos_D;
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;
+1
View File
@@ -605,6 +605,7 @@ private:
(ParamExtInt<px4::params::EKF2_DECL_TYPE>) _param_ekf2_decl_type,
(ParamExtInt<px4::params::EKF2_MAG_TYPE>) _param_ekf2_mag_type,
(ParamExtFloat<px4::params::EKF2_MAG_ACCLIM>) _param_ekf2_mag_acclim,
(ParamExtFloat<px4::params::EKF2_MAG_YAWLIM>) _param_ekf2_mag_yawlim,
(ParamExtInt<px4::params::EKF2_MAG_CHECK>) _param_ekf2_mag_check,
(ParamExtFloat<px4::params::EKF2_MAG_CHK_STR>) _param_ekf2_mag_chk_str,
(ParamExtFloat<px4::params::EKF2_MAG_CHK_INC>) _param_ekf2_mag_chk_inc,
+15 -2
View File
@@ -503,9 +503,9 @@ PARAM_DEFINE_INT32(EKF2_DECL_TYPE, 7);
PARAM_DEFINE_INT32(EKF2_MAG_TYPE, 0);
/**
* Horizontal acceleration threshold used for heading observability check
* Horizontal acceleration threshold used by automatic selection of magnetometer fusion method.
*
* The heading is assumed to be observable when the body acceleration is greater than this parameter when a global position/velocity aiding source is active.
* This parameter is used when the magnetometer fusion method is set automatically (EKF2_MAG_TYPE = 0). If the filtered horizontal acceleration is greater than this parameter value, then the EKF will use 3-axis magnetometer fusion.
*
* @group EKF2
* @min 0.0
@@ -515,6 +515,19 @@ PARAM_DEFINE_INT32(EKF2_MAG_TYPE, 0);
*/
PARAM_DEFINE_FLOAT(EKF2_MAG_ACCLIM, 0.5f);
/**
* Yaw rate threshold used by automatic selection of magnetometer fusion method.
*
* This parameter is used when the magnetometer fusion method is set automatically (EKF2_MAG_TYPE = 0). If the filtered yaw rate is greater than this parameter value, then the EKF will use 3-axis magnetometer fusion.
*
* @group EKF2
* @min 0.0
* @max 1.0
* @unit rad/s
* @decimal 2
*/
PARAM_DEFINE_FLOAT(EKF2_MAG_YAWLIM, 0.20f);
/**
* Gate size for barometric and GPS height fusion
*
@@ -12,380 +12,380 @@ Timestamp,state[0],state[1],state[2],state[3],state[4],state[5],state[6],state[7
990000,1,-0.0099,-0.013,0.00013,0.015,0.0064,-0.092,0.0022,0.0014,-0.029,1.6e-05,-1.5e-05,3.3e-07,0,0,-0.00016,0,0,0,0,0,0,0,0,0.021,0.021,0.00065,1.5,1.5,2,0.3,0.3,0.61,0.0099,0.01,0.00068,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1090000,1,-0.01,-0.014,0.00012,0.016,0.0051,-0.11,0.0018,0.00086,-0.039,4.1e-05,-6.2e-05,9.3e-07,0,0,-0.00016,0,0,0,0,0,0,0,0,0.023,0.023,0.00046,0.93,0.93,2,0.17,0.17,0.84,0.0098,0.0098,0.00042,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1190000,1,-0.01,-0.014,9.8e-05,0.02,0.0053,-0.12,0.0035,0.0014,-0.051,4.1e-05,-6.2e-05,9.3e-07,0,0,-0.00016,0,0,0,0,0,0,0,0,0.025,0.025,0.00054,1.1,1.1,2,0.24,0.24,1.1,0.0098,0.0098,0.00042,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1290000,1,-0.01,-0.014,0.00015,0.02,0.0044,-0.14,0.0027,0.00088,-0.064,8.5e-05,-0.00019,2.3e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.026,0.026,0.00041,0.89,0.89,2,0.15,0.15,1.4,0.0095,0.0095,0.00028,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1290000,1,-0.01,-0.014,0.00015,0.02,0.0044,-0.14,0.0027,0.00089,-0.064,8.5e-05,-0.00019,2.3e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.026,0.026,0.00041,0.89,0.89,2,0.15,0.15,1.4,0.0095,0.0095,0.00028,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1390000,1,-0.01,-0.014,0.00016,0.026,0.0042,-0.15,0.0051,0.0013,-0.078,8.5e-05,-0.00019,2.3e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.028,0.028,0.00047,1.2,1.2,2,0.21,0.21,1.7,0.0095,0.0095,0.00028,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1490000,1,-0.01,-0.014,0.00014,0.024,0.0029,-0.16,0.0037,0.00083,-0.093,0.00015,-0.00045,4.5e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.027,0.027,0.00036,0.96,0.96,2,0.14,0.14,2.1,0.0088,0.0089,0.0002,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1590000,1,-0.01,-0.014,0.00013,0.03,0.0035,-0.18,0.0065,0.0012,-0.11,0.00015,-0.00045,4.5e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.03,0.03,0.00042,1.3,1.3,2,0.21,0.21,2.6,0.0088,0.0089,0.0002,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1690000,1,-0.011,-0.014,9.6e-05,0.028,-9.9e-05,-0.19,0.0045,0.00063,-0.13,0.0002,-0.00088,7.8e-06,0,0,-0.00017,0,0,0,0,0,0,0,0,0.026,0.026,0.00033,1,1,2,0.14,0.14,3,0.0078,0.0078,0.00015,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1790000,1,-0.011,-0.014,6.5e-05,0.035,-0.002,-0.2,0.0076,0.00054,-0.15,0.0002,-0.00088,7.8e-06,0,0,-0.00017,0,0,0,0,0,0,0,0,0.028,0.028,0.00037,1.3,1.3,2,0.21,0.21,3.5,0.0078,0.0078,0.00015,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1490000,1,-0.01,-0.014,0.00014,0.024,0.0029,-0.16,0.0038,0.00083,-0.093,0.00015,-0.00045,4.5e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.027,0.027,0.00036,0.96,0.96,2,0.14,0.14,2.1,0.0088,0.0088,0.0002,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1590000,1,-0.01,-0.014,0.00013,0.031,0.0035,-0.18,0.0065,0.0012,-0.11,0.00015,-0.00045,4.5e-06,0,0,-0.00016,0,0,0,0,0,0,0,0,0.03,0.03,0.00042,1.3,1.3,2,0.2,0.2,2.6,0.0088,0.0088,0.0002,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1690000,1,-0.011,-0.014,9.6e-05,0.028,-9.5e-05,-0.19,0.0045,0.00063,-0.13,0.0002,-0.00088,7.8e-06,0,0,-0.00017,0,0,0,0,0,0,0,0,0.026,0.026,0.00033,1,1,2,0.14,0.14,3,0.0078,0.0078,0.00015,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1790000,1,-0.011,-0.014,6.5e-05,0.035,-0.0019,-0.2,0.0076,0.00054,-0.15,0.0002,-0.00088,7.8e-06,0,0,-0.00017,0,0,0,0,0,0,0,0,0.028,0.028,0.00037,1.3,1.3,2,0.2,0.2,3.5,0.0078,0.0078,0.00015,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1890000,1,-0.011,-0.015,4.4e-05,0.043,-0.0032,-0.22,0.011,0.00029,-0.17,0.0002,-0.00088,7.8e-06,0,0,-0.00017,0,0,0,0,0,0,0,0,0.031,0.031,0.00042,1.7,1.7,2,0.31,0.31,4.1,0.0078,0.0078,0.00015,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
1990000,1,-0.011,-0.014,3.6e-05,0.036,-0.0046,-0.23,0.0082,-0.00027,-0.19,0.00022,-0.0014,1.2e-05,0,0,-0.00017,0,0,0,0,0,0,0,0,0.025,0.025,0.00033,1.3,1.3,2.1,0.2,0.2,4.7,0.0067,0.0067,0.00011,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
2090000,1,-0.011,-0.014,-4.3e-06,0.041,-0.0071,-0.24,0.012,-0.00085,-0.22,0.00022,-0.0014,1.2e-05,0,0,-0.00017,0,0,0,0,0,0,0,0,0.027,0.027,0.00037,1.7,1.7,2.1,0.31,0.31,5.3,0.0067,0.0067,0.00011,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
2090000,1,-0.011,-0.014,-4.4e-06,0.041,-0.0071,-0.24,0.012,-0.00085,-0.22,0.00022,-0.0014,1.2e-05,0,0,-0.00017,0,0,0,0,0,0,0,0,0.027,0.027,0.00037,1.7,1.7,2.1,0.31,0.31,5.3,0.0067,0.0067,0.00011,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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2390000,1,-0.011,-0.013,-3.1e-05,0.03,-0.0086,-0.29,0.0074,-0.0015,-0.3,9.1e-05,-0.0025,2.1e-05,0,0,-0.00018,0,0,0,0,0,0,0,0,0.017,0.017,0.00027,1,1,2.1,0.19,0.19,7.4,0.0046,0.0046,7e-05,0.04,0.04,0.04,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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19090000,0.78,-0.016,0.00029,-0.63,-0.021,-0.023,0.0067,-0.013,-0.014,-3.7e+02,-0.0013,-0.006,0.00011,0.0043,-0.06,-0.13,-0.11,-0.024,0.5,-0.00055,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.016,0.017,0.012,0.046,0.047,0.044,8.9e-07,1.2e-06,5.5e-06,0.03,0.03,0.00065,0.0012,5.9e-05,0.0012,0.00065,0.0012,0.0012,1,1
19190000,0.78,-0.015,0.00024,-0.63,-0.017,-0.022,0.0067,-0.009,-0.012,-3.7e+02,-0.0013,-0.006,0.00011,0.0043,-0.059,-0.13,-0.11,-0.024,0.5,-0.00052,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.015,0.012,0.041,0.042,0.044,8.6e-07,1.1e-06,5.4e-06,0.03,0.03,0.00062,0.0012,5.9e-05,0.0012,0.00065,0.0012,0.0012,1,1
19290000,0.78,-0.015,0.00024,-0.63,-0.018,-0.022,0.0094,-0.011,-0.014,-3.7e+02,-0.0013,-0.006,0.00011,0.0042,-0.059,-0.13,-0.11,-0.024,0.5,-0.00053,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.015,0.016,0.012,0.045,0.046,0.044,8.5e-07,1.1e-06,5.4e-06,0.03,0.03,0.0006,0.0012,5.9e-05,0.0012,0.00065,0.0012,0.0012,1,1
19390000,0.78,-0.015,0.00027,-0.63,-0.017,-0.02,0.013,-0.0098,-0.013,-3.7e+02,-0.0013,-0.006,0.00012,0.0042,-0.059,-0.13,-0.11,-0.024,0.5,-0.00049,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.015,0.012,0.04,0.041,0.043,8.3e-07,1.1e-06,5.4e-06,0.03,0.03,0.00058,0.0012,5.9e-05,0.0012,0.00065,0.0012,0.0012,1,1
19490000,0.78,-0.015,0.00022,-0.63,-0.017,-0.021,0.0095,-0.012,-0.015,-3.7e+02,-0.0013,-0.006,0.00012,0.0044,-0.059,-0.13,-0.11,-0.024,0.5,-0.00048,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.015,0.016,0.011,0.044,0.045,0.043,8.2e-07,1.1e-06,5.4e-06,0.03,0.03,0.00057,0.0012,5.8e-05,0.0012,0.00065,0.0012,0.0012,1,1
19590000,0.78,-0.015,0.00017,-0.63,-0.016,-0.02,0.0087,-0.0099,-0.014,-3.7e+02,-0.0013,-0.006,0.00014,0.0046,-0.059,-0.13,-0.11,-0.024,0.5,-0.00044,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.015,0.011,0.04,0.04,0.042,8e-07,1.1e-06,5.4e-06,0.03,0.03,0.00054,0.0012,5.8e-05,0.0012,0.00065,0.0012,0.0012,1,1
19690000,0.78,-0.015,0.00015,-0.63,-0.016,-0.018,0.01,-0.011,-0.015,-3.7e+02,-0.0013,-0.006,0.00013,0.0044,-0.059,-0.13,-0.11,-0.024,0.5,-0.00044,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.015,0.016,0.011,0.043,0.044,0.042,7.9e-07,1e-06,5.4e-06,0.03,0.03,0.00053,0.0012,5.8e-05,0.0012,0.00065,0.0012,0.0012,1,1
19790000,0.78,-0.015,0.00011,-0.63,-0.014,-0.016,0.011,-0.0094,-0.013,-3.7e+02,-0.0013,-0.006,0.00014,0.0044,-0.059,-0.13,-0.11,-0.024,0.5,-0.00042,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.015,0.011,0.039,0.039,0.042,7.7e-07,1e-06,5.3e-06,0.03,0.03,0.00051,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
19890000,0.78,-0.015,0.00015,-0.63,-0.014,-0.018,0.012,-0.011,-0.016,-3.7e+02,-0.0013,-0.006,0.00015,0.0046,-0.059,-0.13,-0.11,-0.024,0.5,-0.0004,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.015,0.016,0.011,0.043,0.043,0.042,7.6e-07,1e-06,5.3e-06,0.03,0.03,0.0005,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
19990000,0.78,-0.015,0.00014,-0.63,-0.012,-0.017,0.014,-0.0099,-0.015,-3.7e+02,-0.0013,-0.006,0.00016,0.0049,-0.059,-0.13,-0.11,-0.024,0.5,-0.00035,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.013,0.015,0.01,0.038,0.039,0.041,7.4e-07,9.8e-07,5.3e-06,0.03,0.03,0.00048,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20090000,0.78,-0.015,9.3e-05,-0.63,-0.012,-0.018,0.015,-0.011,-0.017,-3.7e+02,-0.0013,-0.006,0.00017,0.0052,-0.059,-0.13,-0.11,-0.024,0.5,-0.00034,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.016,0.01,0.042,0.043,0.042,7.3e-07,9.8e-07,5.3e-06,0.03,0.03,0.00047,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20190000,0.78,-0.015,5.7e-05,-0.63,-0.012,-0.016,0.017,-0.011,-0.016,-3.7e+02,-0.0013,-0.0059,0.00018,0.0053,-0.059,-0.13,-0.11,-0.024,0.5,-0.0003,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.013,0.015,0.01,0.038,0.039,0.041,7.1e-07,9.5e-07,5.3e-06,0.03,0.03,0.00045,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20290000,0.78,-0.015,6e-05,-0.63,-0.011,-0.016,0.015,-0.011,-0.017,-3.7e+02,-0.0013,-0.0059,0.00019,0.0054,-0.059,-0.13,-0.11,-0.024,0.5,-0.0003,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.016,0.0099,0.042,0.042,0.041,7e-07,9.4e-07,5.3e-06,0.03,0.03,0.00044,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20390000,0.78,-0.015,0.0001,-0.63,-0.011,-0.013,0.017,-0.011,-0.015,-3.7e+02,-0.0013,-0.006,0.00019,0.0053,-0.059,-0.13,-0.11,-0.024,0.5,-0.00027,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.013,0.014,0.0097,0.038,0.038,0.041,6.8e-07,9.2e-07,5.2e-06,0.03,0.03,0.00043,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20490000,0.78,-0.015,6e-05,-0.63,-0.011,-0.013,0.017,-0.012,-0.016,-3.7e+02,-0.0013,-0.006,0.00019,0.0052,-0.059,-0.13,-0.11,-0.024,0.5,-0.00027,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.015,0.0096,0.041,0.042,0.041,6.8e-07,9.1e-07,5.2e-06,0.03,0.03,0.00042,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20590000,0.78,-0.015,5.4e-05,-0.63,-0.01,-0.011,0.014,-0.011,-0.014,-3.7e+02,-0.0013,-0.006,0.00019,0.005,-0.059,-0.13,-0.11,-0.024,0.5,-0.00026,-0.091,-0.068,0,0,0.00037,0.00038,0.046,0.013,0.014,0.0093,0.037,0.038,0.04,6.6e-07,8.8e-07,5.2e-06,0.03,0.03,0.0004,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20690000,0.78,-0.015,1.6e-05,-0.63,-0.011,-0.011,0.015,-0.012,-0.015,-3.7e+02,-0.0013,-0.006,0.0002,0.0051,-0.059,-0.13,-0.11,-0.024,0.5,-0.00026,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.014,0.015,0.0093,0.041,0.042,0.04,6.5e-07,8.8e-07,5.2e-06,0.03,0.03,0.00039,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20790000,0.78,-0.015,-1.4e-05,-0.63,-0.0088,-0.01,0.015,-0.0099,-0.013,-3.7e+02,-0.0013,-0.006,0.0002,0.0051,-0.058,-0.13,-0.11,-0.024,0.5,-0.00023,-0.091,-0.068,0,0,0.00036,0.00038,0.046,0.013,0.014,0.0091,0.037,0.038,0.04,6.4e-07,8.5e-07,5.1e-06,0.03,0.03,0.00038,0.0012,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20890000,0.78,-0.015,-3.1e-05,-0.63,-0.0092,-0.01,0.014,-0.011,-0.015,-3.7e+02,-0.0013,-0.006,0.00021,0.0052,-0.058,-0.13,-0.11,-0.024,0.5,-0.00023,-0.091,-0.068,0,0,0.00037,0.00038,0.046,0.014,0.015,0.009,0.041,0.042,0.04,6.3e-07,8.5e-07,5.1e-06,0.03,0.03,0.00037,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
20990000,0.78,-0.015,-5e-05,-0.63,-0.0076,-0.0082,0.015,-0.01,-0.015,-3.7e+02,-0.0013,-0.006,0.00021,0.0052,-0.058,-0.13,-0.11,-0.024,0.5,-0.00022,-0.091,-0.068,0,0,0.00036,0.00038,0.046,0.014,0.015,0.0088,0.043,0.044,0.039,6.2e-07,8.3e-07,5.1e-06,0.03,0.03,0.00036,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
21090000,0.78,-0.015,-5.4e-05,-0.63,-0.0088,-0.0078,0.015,-0.012,-0.017,-3.7e+02,-0.0013,-0.0059,0.00022,0.0053,-0.058,-0.13,-0.11,-0.024,0.5,-0.00021,-0.091,-0.068,0,0,0.00037,0.00039,0.046,0.015,0.016,0.0088,0.047,0.048,0.039,6.1e-07,8.3e-07,5.1e-06,0.03,0.03,0.00036,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
21190000,0.78,-0.015,-6.1e-05,-0.63,-0.0089,-0.0075,0.014,-0.012,-0.017,-3.7e+02,-0.0013,-0.006,0.00022,0.0053,-0.058,-0.13,-0.11,-0.024,0.5,-0.00021,-0.091,-0.068,0,0,0.00036,0.00038,0.046,0.015,0.016,0.0086,0.049,0.05,0.039,6e-07,8.1e-07,5.1e-06,0.03,0.03,0.00035,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
21290000,0.78,-0.015,-0.00015,-0.63,-0.0086,-0.0077,0.016,-0.013,-0.019,-3.7e+02,-0.0013,-0.0059,0.00023,0.0055,-0.058,-0.13,-0.11,-0.024,0.5,-0.0002,-0.091,-0.068,0,0,0.00037,0.00038,0.046,0.016,0.017,0.0085,0.053,0.055,0.039,5.9e-07,8e-07,5.1e-06,0.03,0.03,0.00034,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
21390000,0.78,-0.015,-0.00011,-0.63,-0.0077,-0.0035,0.016,-0.011,-0.014,-3.7e+02,-0.0013,-0.006,0.00023,0.0053,-0.058,-0.13,-0.11,-0.024,0.5,-0.00018,-0.091,-0.068,0,0,0.00036,0.00038,0.046,0.014,0.016,0.0084,0.046,0.047,0.039,5.8e-07,7.8e-07,5e-06,0.03,0.03,0.00033,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
21490000,0.78,-0.015,-0.00011,-0.63,-0.0085,-0.0042,0.016,-0.012,-0.015,-3.7e+02,-0.0013,-0.0059,0.00024,0.0054,-0.058,-0.13,-0.11,-0.024,0.5,-0.00017,-0.091,-0.068,0,0,0.00036,0.00038,0.046,0.015,0.017,0.0083,0.05,0.052,0.038,5.7e-07,7.7e-07,5e-06,0.03,0.03,0.00032,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
21590000,0.78,-0.015,-7.9e-05,-0.63,-0.0069,-0.0027,0.015,-0.01,-0.011,-3.7e+02,-0.0013,-0.006,0.00024,0.0052,-0.058,-0.13,-0.11,-0.024,0.5,-0.00015,-0.091,-0.068,0,0,0.00036,0.00038,0.046,0.013,0.015,0.0081,0.044,0.045,0.038,5.6e-07,7.5e-07,5e-06,0.03,0.03,0.00032,0.0011,5.8e-05,0.0012,0.00064,0.0012,0.0012,1,1
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19390000,0.78,-0.012,-0.0017,-0.63,0.0025,-0.0025,0.012,0.0042,-0.0021,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.009,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.028,0.028,0.012,0.046,0.046,0.043,3.5e-06,3.5e-06,5e-06,0.032,0.032,0.00058,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19490000,0.78,-0.012,-0.0018,-0.63,0.004,-0.0016,0.0088,0.0046,-0.0023,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0021,0.009,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.031,0.031,0.011,0.052,0.052,0.043,3.5e-06,3.5e-06,5e-06,0.032,0.032,0.00056,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19590000,0.78,-0.012,-0.0018,-0.63,0.0034,-0.00011,0.0081,0.0037,-0.0018,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0089,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.028,0.028,0.011,0.046,0.046,0.042,3.2e-06,3.2e-06,5e-06,0.032,0.032,0.00054,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19690000,0.78,-0.012,-0.0018,-0.63,0.0033,0.002,0.0096,0.004,-0.0017,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0089,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.031,0.031,0.011,0.051,0.051,0.042,3.2e-06,3.2e-06,5e-06,0.032,0.032,0.00052,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19790000,0.78,-0.012,-0.0018,-0.63,0.0034,0.0033,0.01,0.0033,-0.0014,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0088,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.027,0.027,0.011,0.045,0.045,0.042,2.9e-06,2.9e-06,5e-06,0.032,0.032,0.0005,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19890000,0.78,-0.012,-0.0017,-0.63,0.0051,0.0039,0.011,0.0037,-0.001,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0088,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.03,0.03,0.011,0.051,0.051,0.042,2.9e-06,2.9e-06,5e-06,0.032,0.032,0.00049,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19990000,0.78,-0.012,-0.0017,-0.63,0.0056,0.0051,0.014,0.003,-0.00085,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.027,0.027,0.01,0.045,0.045,0.041,2.7e-06,2.7e-06,5e-06,0.032,0.032,0.00047,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20090000,0.78,-0.012,-0.0017,-0.63,0.0059,0.0071,0.014,0.0036,-0.00026,-3.7e+02,-0.0016,-0.0062,4.8e-05,-0.0022,0.0087,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.029,0.029,0.01,0.05,0.05,0.042,2.7e-06,2.7e-06,5e-06,0.032,0.032,0.00046,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20190000,0.78,-0.012,-0.0017,-0.63,0.0043,0.008,0.017,0.0018,-0.00028,-3.7e+02,-0.0015,-0.0062,4.8e-05,-0.0021,0.0085,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.026,0.026,0.01,0.044,0.044,0.041,2.5e-06,2.5e-06,5e-06,0.032,0.032,0.00045,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20290000,0.78,-0.012,-0.0017,-0.63,0.0055,0.0098,0.015,0.0023,0.00061,-3.7e+02,-0.0015,-0.0062,4.8e-05,-0.0021,0.0085,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.028,0.028,0.0099,0.05,0.05,0.041,2.5e-06,2.5e-06,5e-06,0.032,0.032,0.00043,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20390000,0.78,-0.012,-0.0016,-0.63,0.0046,0.011,0.017,0.0007,0.00041,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0021,0.0082,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.025,0.025,0.0097,0.044,0.044,0.041,2.3e-06,2.3e-06,5e-06,0.032,0.032,0.00042,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20490000,0.78,-0.012,-0.0017,-0.63,0.0052,0.011,0.016,0.0012,0.0015,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0021,0.0082,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.028,0.028,0.0096,0.049,0.049,0.041,2.3e-06,2.3e-06,5e-06,0.032,0.032,0.00041,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20590000,0.78,-0.012,-0.0017,-0.63,0.0043,0.011,0.013,0.00093,0.0012,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0019,0.0081,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00043,0.019,0.025,0.025,0.0093,0.044,0.044,0.04,2.1e-06,2.1e-06,5e-06,0.032,0.032,0.0004,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20690000,0.78,-0.012,-0.0017,-0.63,0.0042,0.013,0.015,0.0014,0.0024,-3.7e+02,-0.0015,-0.0062,4.7e-05,-0.0019,0.0081,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00043,0.019,0.027,0.027,0.0093,0.049,0.049,0.04,2.1e-06,2.1e-06,5e-06,0.032,0.032,0.00039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20790000,0.78,-0.012,-0.0017,-0.63,0.0049,0.012,0.015,0.0011,0.0018,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0018,0.008,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00042,0.00042,0.019,0.024,0.024,0.0091,0.044,0.044,0.04,1.9e-06,1.9e-06,5e-06,0.032,0.032,0.00038,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20890000,0.78,-0.012,-0.0017,-0.63,0.0051,0.014,0.014,0.0016,0.0031,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0018,0.008,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00043,0.019,0.026,0.026,0.009,0.049,0.049,0.04,1.9e-06,1.9e-06,5e-06,0.032,0.032,0.00037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20990000,0.78,-0.012,-0.0017,-0.63,0.0058,0.016,0.015,0.0016,0.0031,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0016,0.0079,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00042,0.00042,0.019,0.026,0.026,0.0088,0.051,0.051,0.039,1.8e-06,1.8e-06,5e-06,0.031,0.031,0.00036,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21090000,0.78,-0.012,-0.0017,-0.63,0.0056,0.018,0.015,0.0022,0.0048,-3.7e+02,-0.0015,-0.0061,4.7e-05,-0.0016,0.0079,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00043,0.00042,0.019,0.028,0.028,0.0088,0.057,0.057,0.039,1.8e-06,1.8e-06,5e-06,0.031,0.031,0.00035,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21190000,0.78,-0.012,-0.0018,-0.63,0.0055,0.017,0.014,0.002,0.0043,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0014,0.0078,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00042,0.00042,0.019,0.027,0.027,0.0086,0.06,0.06,0.039,1.7e-06,1.7e-06,5e-06,0.031,0.031,0.00034,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21290000,0.78,-0.012,-0.0018,-0.63,0.0058,0.019,0.016,0.0026,0.0062,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0014,0.0078,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00042,0.00042,0.019,0.03,0.03,0.0085,0.067,0.067,0.039,1.7e-06,1.7e-06,5e-06,0.031,0.031,0.00033,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21390000,0.78,-0.012,-0.0018,-0.63,0.0056,0.02,0.016,0.0018,0.0055,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0013,0.0077,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00041,0.00041,0.019,0.025,0.025,0.0084,0.055,0.055,0.039,1.6e-06,1.6e-06,5e-06,0.031,0.031,0.00032,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21490000,0.78,-0.012,-0.0018,-0.63,0.0061,0.021,0.015,0.0024,0.0076,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0013,0.0077,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00041,0.00041,0.019,0.027,0.027,0.0083,0.061,0.061,0.038,1.6e-06,1.6e-06,5e-06,0.031,0.031,0.00032,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21590000,0.78,-0.012,-0.0018,-0.63,0.0061,0.02,0.015,0.0018,0.0068,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0012,0.0076,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00041,0.00041,0.019,0.023,0.023,0.0081,0.052,0.052,0.038,1.4e-06,1.4e-06,5e-06,0.031,0.031,0.00031,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21690000,0.78,-0.012,-0.0018,-0.63,0.006,0.021,0.017,0.0024,0.0088,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0012,0.0076,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00041,0.00041,0.019,0.025,0.025,0.0081,0.058,0.058,0.038,1.4e-06,1.4e-06,5e-06,0.031,0.031,0.0003,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21790000,0.78,-0.012,-0.0017,-0.63,0.0047,0.021,0.015,0.00066,0.01,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0012,0.0074,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0004,0.0004,0.019,0.022,0.022,0.008,0.049,0.049,0.038,1.3e-06,1.3e-06,5e-06,0.031,0.031,0.0003,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21890000,0.78,-0.012,-0.0017,-0.63,0.0046,0.021,0.016,0.0011,0.012,-3.7e+02,-0.0015,-0.0061,4.6e-05,-0.0012,0.0074,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0004,0.0004,0.019,0.024,0.024,0.0079,0.055,0.055,0.038,1.3e-06,1.3e-06,5e-06,0.031,0.031,0.00029,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
21990000,0.78,-0.012,-0.0017,-0.63,0.0033,0.022,0.016,-0.0003,0.013,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.0013,0.0073,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0004,0.0004,0.019,0.021,0.021,0.0078,0.048,0.048,0.038,1.2e-06,1.2e-06,5e-06,0.031,0.031,0.00029,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
22090000,0.78,-0.012,-0.0017,-0.63,0.0038,0.022,0.015,4.6e-05,0.016,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.0013,0.0073,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0004,0.0004,0.019,0.023,0.023,0.0078,0.053,0.053,0.037,1.2e-06,1.2e-06,5e-06,0.031,0.031,0.00028,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
22190000,0.78,-0.012,-0.0017,-0.63,0.0041,0.019,0.015,1.3e-05,0.013,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.001,0.0072,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00039,0.00039,0.019,0.021,0.021,0.0076,0.046,0.046,0.037,1.2e-06,1.2e-06,5e-06,0.031,0.031,0.00027,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
22290000,0.78,-0.012,-0.0017,-0.63,0.0052,0.021,0.015,0.00047,0.015,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.001,0.0072,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0004,0.0004,0.019,0.022,0.022,0.0076,0.051,0.051,0.037,1.2e-06,1.2e-06,5e-06,0.031,0.031,0.00027,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
22390000,0.78,-0.012,-0.0017,-0.63,0.0061,0.018,0.017,0.0004,0.012,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.00078,0.0071,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00039,0.00039,0.019,0.02,0.02,0.0075,0.045,0.045,0.037,1.1e-06,1.1e-06,5e-06,0.031,0.031,0.00026,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
22490000,0.78,-0.012,-0.0017,-0.63,0.0068,0.019,0.018,0.001,0.014,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.00078,0.0071,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00039,0.00039,0.019,0.022,0.022,0.0074,0.05,0.05,0.037,1.1e-06,1.1e-06,5e-06,0.031,0.031,0.00026,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
22590000,0.78,-0.012,-0.0017,-0.63,0.0075,0.02,0.017,0.0021,0.015,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.00072,0.0071,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00039,0.00039,0.019,0.022,0.022,0.0073,0.052,0.052,0.036,1e-06,1e-06,5e-06,0.031,0.031,0.00025,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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22790000,0.78,-0.012,-0.0017,-0.63,0.009,0.018,0.019,0.0028,0.017,-3.7e+02,-0.0015,-0.0061,4.5e-05,-0.00058,0.007,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00039,0.00039,0.019,0.023,0.023,0.0072,0.06,0.06,0.036,1e-06,1e-06,5e-06,0.031,0.031,0.00024,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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16790000,-0.29,0.012,-0.006,0.96,-0.012,0.0032,0.029,0.00072,-0.0023,0.023,-0.0012,-0.0061,2.1e-05,0.0033,0.0038,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00064,0.00064,0.018,0.037,0.037,0.0075,0.046,0.046,0.033,1.2e-05,1.2e-05,4.6e-06,0.033,0.034,0.00041,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
16890000,-0.29,0.012,-0.006,0.96,-0.011,0.0036,0.03,-0.00046,-0.0019,0.021,-0.0012,-0.0061,2.1e-05,0.0035,0.0037,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00065,0.00065,0.018,0.041,0.041,0.0076,0.052,0.052,0.033,1.2e-05,1.2e-05,4.6e-06,0.033,0.034,0.00041,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
16990000,-0.29,0.012,-0.006,0.96,-0.0067,0.0041,0.03,0.0025,-0.002,0.02,-0.0012,-0.0061,2.2e-05,0.0031,0.004,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00063,0.00063,0.018,0.039,0.039,0.0076,0.054,0.054,0.033,1.1e-05,1.1e-05,4.6e-06,0.033,0.033,0.00041,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17090000,-0.29,0.011,-0.0061,0.96,-0.0087,0.0061,0.03,0.0017,-0.0015,0.02,-0.0012,-0.0061,2.2e-05,0.0033,0.0039,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00064,0.00064,0.018,0.044,0.044,0.0077,0.062,0.062,0.033,1.1e-05,1.1e-05,4.6e-06,0.033,0.033,0.0004,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17190000,-0.29,0.011,-0.006,0.96,-0.0069,0.0049,0.031,0.0036,-0.0048,0.023,-0.0013,-0.0061,2.3e-05,0.0033,0.0047,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00061,0.00062,0.018,0.041,0.041,0.0077,0.064,0.064,0.033,1e-05,1e-05,4.6e-06,0.033,0.033,0.0004,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17290000,-0.29,0.011,-0.006,0.96,-0.0076,0.0046,0.031,0.0029,-0.0044,0.023,-0.0013,-0.0061,2.3e-05,0.0034,0.0046,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00063,0.00063,0.018,0.046,0.046,0.0078,0.072,0.072,0.033,1e-05,1e-05,4.6e-06,0.033,0.033,0.0004,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17390000,-0.29,0.011,-0.006,0.96,-4.1e-05,0.011,0.03,0.0064,-0.0019,0.022,-0.0013,-0.0061,2.3e-05,0.0029,0.0047,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.00059,0.00059,0.018,0.038,0.038,0.0078,0.058,0.058,0.033,9.2e-06,9.2e-06,4.6e-06,0.033,0.033,0.00039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17490000,-0.29,0.011,-0.006,0.96,0.0021,0.012,0.03,0.0066,-0.00081,0.024,-0.0013,-0.0061,2.3e-05,0.003,0.0046,-0.14,-0.017,-0.0038,0.57,0,0,0,0,0,0.0006,0.0006,0.019,0.042,0.042,0.0079,0.066,0.066,0.033,9.2e-06,9.2e-06,4.6e-06,0.033,0.033,0.00039,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17590000,-0.29,0.011,-0.006,0.96,-0.0017,0.0092,0.029,0.002,-0.0014,0.022,-0.0013,-0.0061,2.3e-05,0.0039,0.0043,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00057,0.00057,0.019,0.036,0.036,0.0079,0.055,0.055,0.033,8.3e-06,8.3e-06,4.6e-06,0.033,0.033,0.00038,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17690000,-0.29,0.011,-0.0061,0.96,-0.00094,0.0098,0.03,0.0018,-0.00039,0.024,-0.0013,-0.0061,2.3e-05,0.0039,0.0043,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00058,0.00058,0.019,0.04,0.04,0.008,0.062,0.062,0.033,8.3e-06,8.3e-06,4.6e-06,0.033,0.033,0.00038,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17790000,-0.29,0.011,-0.0061,0.96,-0.0011,0.011,0.031,0.0032,0.00063,0.03,-0.0013,-0.0061,2.3e-05,0.0036,0.0045,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00057,0.00057,0.019,0.038,0.038,0.008,0.064,0.064,0.034,7.6e-06,7.6e-06,4.6e-06,0.032,0.032,0.00037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17890000,-0.29,0.011,-0.0061,0.96,-0.0035,0.012,0.03,0.0029,0.0018,0.034,-0.0013,-0.0061,2.3e-05,0.0036,0.0045,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00057,0.00057,0.019,0.042,0.042,0.0081,0.072,0.072,0.034,7.6e-06,7.6e-06,4.6e-06,0.032,0.032,0.00037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
17990000,-0.29,0.011,-0.0061,0.96,-0.0037,0.015,0.03,0.0025,0.0054,0.034,-0.0013,-0.0061,2.3e-05,0.0034,0.0041,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00055,0.00055,0.019,0.035,0.035,0.008,0.058,0.058,0.034,6.8e-06,6.8e-06,4.6e-06,0.032,0.032,0.00037,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18090000,-0.29,0.011,-0.0062,0.96,-0.0033,0.016,0.029,0.0021,0.007,0.033,-0.0013,-0.0061,2.3e-05,0.0036,0.0039,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00056,0.00056,0.019,0.039,0.039,0.0081,0.065,0.065,0.034,6.8e-06,6.8e-06,4.6e-06,0.032,0.032,0.00036,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18190000,-0.29,0.011,-0.0062,0.96,-0.0012,0.014,0.03,0.0033,0.0048,0.031,-0.0013,-0.0061,2.3e-05,0.0039,0.0042,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00053,0.00053,0.019,0.033,0.033,0.0081,0.054,0.054,0.034,6.2e-06,6.2e-06,4.6e-06,0.032,0.032,0.00036,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18290000,-0.29,0.011,-0.0062,0.96,-0.0021,0.014,0.028,0.0032,0.0062,0.029,-0.0013,-0.0061,2.3e-05,0.0041,0.004,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00054,0.00054,0.019,0.037,0.037,0.0081,0.061,0.061,0.034,6.2e-06,6.2e-06,4.6e-06,0.032,0.032,0.00035,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18390000,-0.29,0.011,-0.0061,0.96,0.0013,0.012,0.028,0.0054,0.0045,0.029,-0.0013,-0.0061,2.4e-05,0.0041,0.0044,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00052,0.00052,0.019,0.032,0.032,0.008,0.052,0.052,0.034,5.6e-06,5.6e-06,4.6e-06,0.032,0.032,0.00035,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18490000,-0.29,0.011,-0.0061,0.96,-0.001,0.012,0.027,0.0054,0.0057,0.03,-0.0013,-0.0061,2.4e-05,0.0041,0.0044,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00053,0.00053,0.019,0.035,0.035,0.0081,0.058,0.058,0.034,5.6e-06,5.6e-06,4.6e-06,0.032,0.032,0.00034,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18590000,-0.29,0.011,-0.006,0.96,-0.0014,0.011,0.027,0.0044,0.0043,0.033,-0.0013,-0.0061,2.4e-05,0.0043,0.0046,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00051,0.00051,0.019,0.031,0.031,0.0081,0.05,0.05,0.034,5.1e-06,5.1e-06,4.6e-06,0.032,0.032,0.00034,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18690000,-0.29,0.011,-0.0059,0.96,-0.00095,0.0098,0.026,0.0042,0.0053,0.031,-0.0013,-0.0061,2.4e-05,0.0045,0.0044,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00051,0.00051,0.019,0.034,0.034,0.0081,0.056,0.056,0.034,5.1e-06,5.1e-06,4.6e-06,0.032,0.032,0.00033,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18790000,-0.29,0.011,-0.0059,0.96,0.00091,0.0092,0.025,0.0048,0.0042,0.029,-0.0014,-0.0061,2.4e-05,0.0047,0.0045,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0005,0.0005,0.019,0.03,0.03,0.0081,0.048,0.048,0.034,4.7e-06,4.7e-06,4.6e-06,0.032,0.032,0.00033,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18890000,-0.29,0.011,-0.0059,0.96,0.0026,0.0093,0.023,0.005,0.0052,0.025,-0.0013,-0.0061,2.4e-05,0.005,0.0043,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.0005,0.0005,0.019,0.033,0.033,0.0081,0.054,0.054,0.035,4.7e-06,4.7e-06,4.6e-06,0.032,0.032,0.00032,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
18990000,-0.29,0.011,-0.0058,0.96,0.0023,0.009,0.024,0.004,0.004,0.029,-0.0014,-0.0061,2.5e-05,0.0052,0.0044,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00049,0.00049,0.019,0.03,0.03,0.008,0.047,0.047,0.034,4.3e-06,4.3e-06,4.6e-06,0.031,0.031,0.00032,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19090000,-0.29,0.011,-0.0059,0.96,0.0044,0.01,0.025,0.0043,0.0049,0.025,-0.0014,-0.0061,2.4e-05,0.0054,0.0042,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00049,0.00049,0.019,0.033,0.033,0.0081,0.053,0.053,0.035,4.3e-06,4.3e-06,4.6e-06,0.031,0.031,0.00031,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19190000,-0.29,0.011,-0.0058,0.96,0.0044,0.0094,0.024,0.0034,0.004,0.024,-0.0014,-0.0061,2.5e-05,0.0058,0.0042,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.029,0.029,0.008,0.046,0.046,0.035,3.9e-06,3.9e-06,4.6e-06,0.031,0.031,0.00031,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19290000,-0.29,0.011,-0.0057,0.96,0.0054,0.0095,0.025,0.0039,0.0049,0.023,-0.0014,-0.0061,2.5e-05,0.0059,0.0041,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00048,0.00048,0.019,0.032,0.032,0.008,0.052,0.052,0.035,3.9e-06,3.9e-06,4.6e-06,0.031,0.031,0.0003,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19390000,-0.29,0.011,-0.0059,0.96,0.005,0.008,0.026,0.003,0.005,0.022,-0.0014,-0.0061,2.4e-05,0.0062,0.0039,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.028,0.029,0.0079,0.045,0.045,0.035,3.5e-06,3.5e-06,4.6e-06,0.031,0.031,0.0003,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19490000,-0.29,0.011,-0.0059,0.96,0.0059,0.0083,0.025,0.0036,0.0058,0.022,-0.0014,-0.0061,2.4e-05,0.0063,0.0038,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00047,0.00047,0.019,0.031,0.031,0.0079,0.051,0.051,0.035,3.5e-06,3.5e-06,4.6e-06,0.031,0.031,0.0003,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19590000,-0.29,0.011,-0.0058,0.96,0.0078,0.0084,0.027,0.0041,0.0036,0.022,-0.0014,-0.0061,2.5e-05,0.0066,0.004,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.028,0.028,0.0078,0.045,0.045,0.035,3.2e-06,3.2e-06,4.6e-06,0.031,0.031,0.00029,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19690000,-0.29,0.011,-0.0058,0.96,0.01,0.0074,0.026,0.0049,0.0043,0.022,-0.0014,-0.0061,2.5e-05,0.0067,0.0039,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.031,0.031,0.0078,0.051,0.051,0.035,3.2e-06,3.2e-06,4.6e-06,0.031,0.031,0.00029,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19790000,-0.29,0.011,-0.0059,0.96,0.013,0.0064,0.024,0.006,0.0043,0.018,-0.0014,-0.0061,2.5e-05,0.0071,0.0037,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.03,0.03,0.0078,0.053,0.053,0.035,3e-06,3e-06,4.6e-06,0.031,0.031,0.00028,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19890000,-0.29,0.011,-0.0059,0.96,0.013,0.0062,0.024,0.0073,0.0049,0.016,-0.0014,-0.0061,2.5e-05,0.0072,0.0036,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00046,0.00046,0.019,0.033,0.033,0.0078,0.059,0.059,0.035,3e-06,3e-06,4.6e-06,0.031,0.031,0.00028,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
19990000,-0.29,0.011,-0.0059,0.96,0.013,0.0079,0.022,0.0068,0.0051,0.013,-0.0014,-0.0061,2.4e-05,0.0075,0.0033,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.028,0.028,0.0077,0.051,0.051,0.035,2.7e-06,2.7e-06,4.6e-06,0.031,0.031,0.00027,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20090000,-0.29,0.011,-0.0059,0.96,0.012,0.01,0.022,0.0081,0.006,0.017,-0.0014,-0.0061,2.4e-05,0.0075,0.0033,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.031,0.031,0.0077,0.057,0.057,0.035,2.7e-06,2.7e-06,4.6e-06,0.031,0.031,0.00027,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20190000,-0.29,0.012,-0.0059,0.96,0.011,0.0071,0.023,0.0077,0.0057,0.016,-0.0014,-0.006,2.4e-05,0.0078,0.0033,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00044,0.00044,0.019,0.03,0.03,0.0076,0.059,0.059,0.035,2.6e-06,2.6e-06,4.6e-06,0.031,0.031,0.00026,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
20290000,-0.29,0.012,-0.0059,0.96,0.014,0.009,0.023,0.009,0.0064,0.017,-0.0014,-0.006,2.4e-05,0.0079,0.0032,-0.13,-0.017,-0.0038,0.57,0,0,0,0,0,0.00045,0.00045,0.019,0.033,0.033,0.0076,0.066,0.066,0.035,2.6e-06,2.6e-06,4.6e-06,0.031,0.031,0.00026,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
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336 33390000,-0.27,0.015,-0.0087,0.96,0.012,0.097,-0.076,0.086,-0.0093,0.014,-0.0013,-0.0058,7.4e-05,0.059,-0.034,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00035,0.043,0.02,0.022,0.0051,0.32,0.33,0.03,2.7e-07,2.4e-07,2.2e-06,0.028,0.029,0.00011,0.0011,5.3e-05,0.0012,0.0011,0.00062,0.0012,1,1 33390000,-0.29,0.014,-0.0084,0.96,-0.008,0.096,-0.078,0.052,-0.0084,0.011,-0.0013,-0.0057,1.9e-05,0.031,-0.026,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00035,0.00035,0.021,0.025,0.025,0.0051,0.33,0.33,0.03,2.8e-07,2.8e-07,4.7e-06,0.029,0.029,9.6e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
337 33490000,-0.27,0.015,-0.0087,0.96,0.018,0.1,-0.075,0.089,0.00059,0.0042,-0.0013,-0.0058,8.3e-05,0.059,-0.034,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00035,0.043,0.021,0.023,0.0051,0.33,0.34,0.03,2.7e-07,2.4e-07,2.2e-06,0.028,0.029,0.00011,0.0011,5.3e-05,0.0012,0.0011,0.00062,0.0012,1,1 33490000,-0.29,0.014,-0.0084,0.96,-0.0042,0.1,-0.077,0.051,0.0015,0.0017,-0.0013,-0.0057,1.9e-05,0.031,-0.026,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00035,0.00035,0.021,0.026,0.026,0.0051,0.35,0.35,0.03,2.8e-07,2.8e-07,4.7e-06,0.029,0.029,9.6e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
338 33590000,-0.27,0.015,-0.0085,0.96,0.021,0.098,-0.072,0.088,-0.013,-0.0037,-0.0013,-0.0058,7.5e-05,0.059,-0.033,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00035,0.042,0.02,0.022,0.0051,0.33,0.34,0.03,2.6e-07,2.4e-07,2.2e-06,0.028,0.029,0.00011,0.0011,5.3e-05,0.0012,0.0011,0.00061,0.0012,1,1 33590000,-0.29,0.014,-0.0082,0.96,-0.00096,0.097,-0.073,0.052,-0.013,-0.0062,-0.0013,-0.0057,2e-05,0.031,-0.025,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00035,0.021,0.025,0.025,0.0051,0.34,0.34,0.03,2.8e-07,2.7e-07,4.7e-06,0.029,0.029,9.6e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
339 33690000,-0.27,0.015,-0.0085,0.96,0.025,0.1,-0.073,0.089,-0.0034,-0.012,-0.0013,-0.0058,8e-05,0.06,-0.033,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00035,0.042,0.021,0.023,0.0051,0.34,0.35,0.03,2.7e-07,2.4e-07,2.2e-06,0.028,0.029,0.00011,0.0011,5.3e-05,0.0012,0.001,0.00061,0.0012,1,1 33690000,-0.29,0.014,-0.0082,0.96,0.0028,0.1,-0.074,0.052,-0.0031,-0.014,-0.0013,-0.0057,2e-05,0.031,-0.025,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00035,0.021,0.026,0.026,0.0051,0.36,0.36,0.03,2.8e-07,2.8e-07,4.7e-06,0.029,0.029,9.6e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
340 33790000,-0.27,0.015,-0.0084,0.96,0.027,0.098,-0.068,0.086,-0.017,-0.019,-0.0013,-0.0058,5.8e-05,0.061,-0.033,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.022,0.0051,0.34,0.35,0.03,2.6e-07,2.4e-07,2.2e-06,0.028,0.029,0.00011,0.0011,5.3e-05,0.0012,0.001,0.00061,0.0012,1,1 33790000,-0.29,0.014,-0.0081,0.96,0.007,0.098,-0.069,0.051,-0.018,-0.021,-0.0013,-0.0057,2.1e-05,0.032,-0.025,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.025,0.025,0.0051,0.35,0.35,0.03,2.8e-07,2.7e-07,4.7e-06,0.029,0.029,9.5e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
341 33890000,-0.27,0.015,-0.0084,0.96,0.032,0.1,-0.067,0.089,-0.0074,-0.025,-0.0013,-0.0057,7.3e-05,0.06,-0.032,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.021,0.023,0.0051,0.35,0.36,0.03,2.6e-07,2.4e-07,2.2e-06,0.028,0.029,0.00011,0.0011,5.3e-05,0.0012,0.001,0.00061,0.0012,1,1 33890000,-0.29,0.014,-0.0081,0.96,0.011,0.1,-0.068,0.052,-0.0078,-0.028,-0.0013,-0.0057,2.1e-05,0.032,-0.025,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00035,0.021,0.026,0.026,0.0051,0.36,0.36,0.03,2.8e-07,2.7e-07,4.7e-06,0.029,0.029,9.5e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
342 33990000,-0.27,0.015,-0.0083,0.96,0.034,0.098,-0.064,0.088,-0.016,-0.029,-0.0013,-0.0057,5.7e-05,0.061,-0.032,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.022,0.0051,0.35,0.36,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.029,0.00011,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 33990000,-0.29,0.014,-0.008,0.96,0.014,0.098,-0.065,0.053,-0.018,-0.031,-0.0013,-0.0057,2.2e-05,0.032,-0.024,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.025,0.025,0.005,0.36,0.36,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.5e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
343 34090000,-0.27,0.015,-0.0082,0.96,0.037,0.1,-0.062,0.091,-0.0063,-0.033,-0.0013,-0.0057,6.1e-05,0.061,-0.032,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.023,0.0051,0.36,0.37,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.029,0.00011,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34090000,-0.29,0.014,-0.008,0.96,0.017,0.1,-0.063,0.055,-0.0074,-0.036,-0.0013,-0.0057,2.3e-05,0.032,-0.024,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.026,0.026,0.0051,0.37,0.37,0.03,2.8e-07,2.7e-07,4.7e-06,0.029,0.029,9.5e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
344 34190000,-0.27,0.015,-0.0082,0.96,0.039,0.099,-0.059,0.086,-0.018,-0.037,-0.0013,-0.0057,5.2e-05,0.062,-0.031,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.022,0.0051,0.36,0.37,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.029,0.00011,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34190000,-0.29,0.014,-0.0079,0.96,0.02,0.099,-0.061,0.052,-0.02,-0.039,-0.0013,-0.0057,2.3e-05,0.032,-0.023,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.025,0.025,0.005,0.37,0.37,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.4e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
345 34290000,-0.27,0.015,-0.008,0.96,0.04,0.1,-0.058,0.09,-0.0081,-0.042,-0.0013,-0.0057,6.3e-05,0.062,-0.031,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.023,0.0051,0.37,0.38,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.029,0.00011,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34290000,-0.29,0.014,-0.0078,0.96,0.02,0.1,-0.06,0.054,-0.0099,-0.045,-0.0013,-0.0057,2.3e-05,0.032,-0.023,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.026,0.026,0.0051,0.38,0.38,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.4e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
346 34390000,-0.27,0.015,-0.0079,0.96,0.041,0.098,-0.053,0.086,-0.02,-0.047,-0.0013,-0.0057,5.1e-05,0.063,-0.031,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.022,0.0051,0.37,0.38,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.029,0.00011,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34390000,-0.29,0.014,-0.0076,0.96,0.022,0.099,-0.055,0.052,-0.023,-0.049,-0.0013,-0.0057,2.4e-05,0.033,-0.023,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.025,0.024,0.005,0.38,0.38,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.4e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
347 34490000,-0.27,0.015,-0.008,0.96,0.044,0.1,-0.052,0.089,-0.01,-0.049,-0.0013,-0.0057,6.4e-05,0.063,-0.031,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00037,0.00034,0.042,0.02,0.023,0.0051,0.38,0.39,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.029,0.00011,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34490000,-0.29,0.014,-0.0077,0.96,0.025,0.1,-0.053,0.054,-0.012,-0.052,-0.0013,-0.0057,2.4e-05,0.033,-0.023,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.026,0.026,0.0051,0.39,0.39,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.4e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
348 34590000,-0.27,0.015,-0.0079,0.96,0.047,0.095,0.74,0.085,-0.024,-0.021,-0.0013,-0.0057,5e-05,0.064,-0.03,-0.12,-0.11,-0.024,0.5,0.082,-0.034,-0.066,0,0,0.00036,0.00034,0.042,0.019,0.021,0.005,0.38,0.38,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.028,0.0001,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34590000,-0.29,0.014,-0.0076,0.96,0.026,0.095,0.74,0.05,-0.028,-0.023,-0.0013,-0.0057,2.6e-05,0.033,-0.022,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.023,0.023,0.005,0.39,0.39,0.03,2.7e-07,2.6e-07,4.7e-06,0.029,0.029,9.3e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
349 34690000,-0.27,0.015,-0.0079,0.96,0.054,0.096,1.7,0.089,-0.015,0.098,-0.0013,-0.0057,5.6e-05,0.064,-0.03,-0.12,-0.11,-0.024,0.5,0.082,-0.035,-0.066,0,0,0.00036,0.00034,0.042,0.019,0.021,0.0051,0.39,0.4,0.03,2.6e-07,2.4e-07,2.1e-06,0.028,0.028,0.0001,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34690000,-0.29,0.013,-0.0076,0.96,0.03,0.095,1.7,0.053,-0.018,0.096,-0.0013,-0.0057,2.5e-05,0.033,-0.022,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.024,0.024,0.0051,0.4,0.4,0.03,2.7e-07,2.7e-07,4.7e-06,0.029,0.029,9.3e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
350 34790000,-0.27,0.014,-0.0078,0.96,0.058,0.088,2.7,0.083,-0.028,0.28,-0.0013,-0.0057,4.5e-05,0.064,-0.03,-0.12,-0.11,-0.024,0.5,0.082,-0.035,-0.066,0,0,0.00036,0.00034,0.042,0.019,0.02,0.005,0.39,0.39,0.03,2.6e-07,2.3e-07,2e-06,0.028,0.028,0.0001,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34790000,-0.29,0.013,-0.0076,0.96,0.032,0.087,2.7,0.049,-0.032,0.27,-0.0013,-0.0057,2.6e-05,0.035,-0.023,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.023,0.023,0.005,0.4,0.4,0.03,2.7e-07,2.6e-07,4.7e-06,0.029,0.029,9.3e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
351 34890000,-0.27,0.014,-0.0078,0.96,0.065,0.089,3.7,0.089,-0.019,0.57,-0.0013,-0.0057,5.1e-05,0.064,-0.03,-0.12,-0.11,-0.024,0.5,0.082,-0.035,-0.066,0,0,0.00036,0.00034,0.042,0.02,0.022,0.005,0.4,0.41,0.03,2.6e-07,2.4e-07,2e-06,0.028,0.028,0.0001,0.0011,5.2e-05,0.0012,0.001,0.00061,0.0012,1,1 34890000,-0.29,0.013,-0.0076,0.96,0.037,0.087,3.7,0.053,-0.024,0.57,-0.0013,-0.0057,2.5e-05,0.036,-0.024,-0.12,-0.017,-0.0038,0.57,0,0,0,0,0,0.00034,0.00034,0.021,0.024,0.025,0.005,0.41,0.41,0.03,2.7e-07,2.6e-07,4.7e-06,0.029,0.029,9.3e-05,0.0025,0.0025,0.0025,0.0025,0.0025,0.0025,1,1
@@ -100,11 +100,6 @@ bool EkfWrapper::isIntendingBetaFusion() const
return _ekf->control_status_flags().fuse_beta;
}
bool EkfWrapper::isIntendingAirspeedFusion() const
{
return _ekf->control_status_flags().fuse_aspd;
}
void EkfWrapper::enableGpsFusion()
{
_ekf_params->gnss_ctrl |= static_cast<int32_t>(GnssCtrl::HPOS) | static_cast<int32_t>(GnssCtrl::VEL);
@@ -73,8 +73,6 @@ public:
void disableBetaFusion();
bool isIntendingBetaFusion() const;
bool isIntendingAirspeedFusion() const;
void enableGpsFusion();
void disableGpsFusion();
bool isIntendingGpsFusion() const;
@@ -132,7 +132,7 @@ void SensorSimulator::setSensorDataToDefault()
_flow.setData(_flow.dataAtRest());
_gps.setData(_gps.getDefaultGpsData());
_imu.setData(Vector3f{0.0f, 0.0f, -CONSTANTS_ONE_G}, Vector3f{0.0f, 0.0f, 0.0f});
_mag.setData(Vector3f{0.218f, 0.f, 0.43f});
_mag.setData(Vector3f{0.2f, 0.0f, 0.4f});
_rng.setData(0.2f, 100);
_vio.setData(_vio.dataAtRest());
}
@@ -358,7 +358,7 @@ void SensorSimulator::setSensorDataFromTrajectory()
// Magnetometer
if (_mag.isRunning()) {
const Vector3f world_mag_field = Vector3f{0.218f, 0.f, 0.43f};
const Vector3f world_mag_field = Vector3f{0.2f, 0.0f, 0.4f};
const Vector3f mag_field_body = R_world_to_body * world_mag_field;
_mag.setData(mag_field_body);
}
@@ -419,10 +419,7 @@ void SensorSimulator::simulateOrientation(Quatf orientation)
_R_body_to_world = Dcmf(orientation);
const Vector3f world_sensed_gravity = {0.0f, 0.0f, -CONSTANTS_ONE_G};
// The world mag field Y component is 0 as most unit tests assume no magnetic dectination
const Vector3f world_mag_field = Vector3f{0.218f, 0.f, 0.43f};
const Vector3f world_mag_field = Vector3f{0.2f, 0.0f, 0.4f};
const Vector3f sensed_gravity_body = _R_body_to_world.transpose() * world_sensed_gravity;
const Vector3f body_mag_field = _R_body_to_world.transpose() * world_mag_field;
@@ -166,39 +166,3 @@ TEST_F(EkfAirspeedTest, testResetWindUsingAirspeed)
EXPECT_NEAR(vel_wind_earth(0), vel_wind_expected(0), 1.f);
EXPECT_NEAR(vel_wind_earth(1), vel_wind_expected(1), 1.f);
}
TEST_F(EkfAirspeedTest, testAirspeedDeadReckoning)
{
const Vector3f simulated_velocity_earth(-3.6f, 8.f, 0.0f);
const Vector2f airspeed_body(15.f, 0.0f);
_sensor_simulator.runSeconds(10);
_ekf->set_in_air_status(true);
_ekf->set_vehicle_at_rest(false);
_ekf->set_is_fixed_wing(true);
const double latitude_new = -15.0000005;
const double longitude_new = -115.0000005;
const float altitude_new = 1500.0;
_ekf->setEkfGlobalOrigin(latitude_new, longitude_new, altitude_new);
_ekf->resetGlobalPosToExternalObservation(latitude_new, longitude_new, 50.f, 0);
// Simulate the fact that the sideslip can start immediately, without
// waiting for a measurement sample.
_ekf_wrapper.enableBetaFusion();
_sensor_simulator.runSeconds(1.f);
EXPECT_TRUE(_ekf_wrapper.isIntendingBetaFusion());
_sensor_simulator.startAirspeedSensor();
_sensor_simulator._airspeed.setData(airspeed_body(0), airspeed_body(0));
_sensor_simulator.runSeconds(1.f);
EXPECT_TRUE(_ekf_wrapper.isIntendingAirspeedFusion());
EXPECT_TRUE(_ekf_wrapper.isWindVelocityEstimated());
const Vector3f vel = _ekf->getVelocity();
EXPECT_NEAR(vel.norm(), airspeed_body.norm(), 1e-3f);
const Vector2f vel_wind_earth = _ekf->getWindVelocity();
EXPECT_NEAR(vel_wind_earth(0), 0.f, .1f);
EXPECT_NEAR(vel_wind_earth(1), 0.f, .1f);
}
+2 -4
View File
@@ -107,8 +107,7 @@ TEST_F(EkfBasicsTest, initialControlMode)
EXPECT_EQ(0, (int) _ekf->control_status_flags().opt_flow);
EXPECT_EQ(1, (int) _ekf->control_status_flags().mag_hdg);
EXPECT_EQ(0, (int) _ekf->control_status_flags().mag_3D);
EXPECT_EQ(1, (int) _ekf->control_status_flags().mag);
EXPECT_EQ(1, (int) _ekf->control_status_flags().mag_dec);
EXPECT_EQ(0, (int) _ekf->control_status_flags().mag_dec);
EXPECT_EQ(0, (int) _ekf->control_status_flags().in_air);
EXPECT_EQ(0, (int) _ekf->control_status_flags().wind);
EXPECT_EQ(1, (int) _ekf->control_status_flags().baro_hgt);
@@ -162,8 +161,7 @@ TEST_F(EkfBasicsTest, gpsFusion)
EXPECT_EQ(0, (int) _ekf->control_status_flags().opt_flow);
EXPECT_EQ(1, (int) _ekf->control_status_flags().mag_hdg);
EXPECT_EQ(0, (int) _ekf->control_status_flags().mag_3D);
EXPECT_EQ(1, (int) _ekf->control_status_flags().mag);
EXPECT_EQ(1, (int) _ekf->control_status_flags().mag_dec);
EXPECT_EQ(0, (int) _ekf->control_status_flags().mag_dec);
EXPECT_EQ(0, (int) _ekf->control_status_flags().in_air);
EXPECT_EQ(0, (int) _ekf->control_status_flags().wind);
EXPECT_EQ(1, (int) _ekf->control_status_flags().baro_hgt);
@@ -144,10 +144,8 @@ TEST_F(EkfDragFusionTest, testLateralMomentumDrag)
predicted_accel(0) = CONSTANTS_ONE_G * sinf(pitch);
predicted_accel(1) = - CONSTANTS_ONE_G * sinf(roll);
Vector2f wind_speed = predicted_accel / mcoef;
// Note that the wind direction is stightly incorrect heading estimate due to a mismatch between
// the simulated mag field and assumed dectination from the WMM
EXPECT_NEAR(vel_wind_earth(0), wind_speed(0), fmaxf(1.0f, 0.15f * fabsf(wind_speed.norm())));
EXPECT_NEAR(vel_wind_earth(1), wind_speed(1), fmaxf(1.0f, 0.15f * fabsf(wind_speed.norm())));
EXPECT_NEAR(vel_wind_earth(0), wind_speed(0), fmaxf(1.0f, 0.1f * fabsf(wind_speed(0))));
EXPECT_NEAR(vel_wind_earth(1), wind_speed(1), fmaxf(1.0f, 0.1f * fabsf(wind_speed(1))));
};
TEST_F(EkfDragFusionTest, testForwardBluffBodyDrag)
+1 -44
View File
@@ -241,7 +241,7 @@ TEST_F(EkfFlowTest, yawMotionCorrectionWithAutopilotGyroData)
_sensor_simulator.runSeconds(5.f);
// AND WHEN: there is a pure yaw rotation
const Vector3f body_rate(0.f, 0.f, 2.9f);
const Vector3f body_rate(0.f, 0.f, 3.14159f);
const Vector3f flow_offset(0.15, -0.05f, 0.2f);
_ekf_wrapper.setFlowOffset(flow_offset);
@@ -277,47 +277,6 @@ TEST_F(EkfFlowTest, yawMotionCorrectionWithFlowGyroData)
_sensor_simulator.runSeconds(5.f);
// AND WHEN: there is a pure yaw rotation
const Vector3f body_rate(0.f, 0.f, 2.9f);
const Vector3f flow_offset(-0.15, 0.05f, 0.2f);
_ekf_wrapper.setFlowOffset(flow_offset);
const Vector2f simulated_horz_velocity(body_rate % flow_offset);
flowSample flow_sample = _sensor_simulator._flow.dataAtRest();
setFlowFromHorizontalVelocityAndDistance(flow_sample, simulated_horz_velocity, simulated_distance_to_ground);
// use flow sensor gyro data
// for clarification of the sign, see definition of flowSample
flow_sample.gyro_rate = -body_rate;
_sensor_simulator._flow.setData(flow_sample);
_sensor_simulator._imu.setGyroData(body_rate);
_sensor_simulator.runSeconds(10.f);
// THEN: the flow due to the yaw rotation and the offsets is canceled
// and the velocity estimate stays 0
const Vector2f estimated_horz_velocity = Vector2f(_ekf->getVelocity());
EXPECT_NEAR(estimated_horz_velocity(0), 0.f, 0.01f)
<< "estimated vel = " << estimated_horz_velocity(0);
EXPECT_NEAR(estimated_horz_velocity(1), 0.f, 0.01f)
<< "estimated vel = " << estimated_horz_velocity(1);
_ekf->state().vector().print();
_ekf->covariances().print();
}
TEST_F(EkfFlowTest, yawMotionNoMagFusion)
{
// WHEN: fusing range finder and optical flow data in air
const float simulated_distance_to_ground = 5.f;
startRangeFinderFusion(simulated_distance_to_ground);
startZeroFlowFusion();
_ekf_wrapper.setMagFuseTypeNone();
_ekf->set_in_air_status(true);
_ekf->set_vehicle_at_rest(false);
_sensor_simulator.runSeconds(5.f);
// AND WHEN: there is a pure yaw rotation
const Vector3f body_rate(0.f, 0.f, 3.14159f);
const Vector3f flow_offset(-0.15, 0.05f, 0.2f);
@@ -342,6 +301,4 @@ TEST_F(EkfFlowTest, yawMotionNoMagFusion)
<< "estimated vel = " << estimated_horz_velocity(0);
EXPECT_NEAR(estimated_horz_velocity(1), 0.f, 0.01f)
<< "estimated vel = " << estimated_horz_velocity(1);
_ekf->state().vector().print();
_ekf->covariances().print();
}

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