Commit Graph
124 Commits
Author SHA1 Message Date
bresch 52401ea5b8 ekf2: enable creading multi-ekf with different configs 2023-06-02 10:16:00 +02:00
bresch 521abecbbf ekf2: remove all remaining uses of EKF2_AID_MASK 2023-04-28 22:31:17 -04:00
bresch 2a2e43b620 ekf2: move flow fusion activation from AID_MASK to OF_CTRL 2023-04-28 22:31:17 -04:00
bresch 39c2f95669 ekf2: move drag fusion activation from AID_MASK to DRAG_CTRL 2023-04-28 22:31:17 -04:00
Daniel Agar 32a5bd32ad ekf2: add kconfig option to enable/disable range finder fusion (and terrain estimator) 2023-03-21 11:25:34 -04:00
Daniel Agar 0784901a66 ekf2: add kconfig option to enable/disable optical flow fusion 2023-03-21 11:25:34 -04:00
Daniel Agar 4363b09421 ekf2: add kconfig option to enable/disable external vision fusion 2023-03-20 10:12:17 -04:00
Daniel Agar d47f96f1a5 ekf2: add kconfig option to enable/disable AUX velocity fusion 2023-03-20 10:12:17 -04:00
Daniel Agar 4270a303ab ekf2: add kconfig option to enable/disable airspeed and sideslip fusion 2023-03-20 10:12:17 -04:00
Daniel Agar 98ff1afc19 ekf2: add kconfig option to enable/disable GNSS yaw 2023-03-20 10:12:17 -04:00
Daniel Agar 8b2205810b ekf2: add kconfig option to enable/disable baro compensation 2023-03-20 10:12:17 -04:00
Daniel Agar fe0e3acf09 ekf2: add kconfig option to enable/disable drag fusion 2023-03-20 10:12:17 -04:00
Daniel Agar f0a95f9572 ekf2: add new kconfig option for multi-EKF
- disabled if flash constrained or memory constrained
2023-03-15 09:32:47 -04:00
Daniel Sahu fa6fda6cce ekf2: new gravity observation (#21038)
Signed-off-by: Daniel M. Sahu <danielmohansahu@gmail.com>
2023-02-07 13:28:58 -05:00
Daniel Agar 264a99fb77 ekf2: new EKF2_IMU_CTRL parameter and gyro bias inhibit mechanism
- EKF2_AID_MASK accel bias inhibit moves to EKF2_IMU_CTRL
2023-02-03 09:52:24 -05:00
bresch 6e30f8f5cb ekf2: use dedicated aid_src message for flow for terrain aiding 2023-01-21 15:31:19 -05:00
Daniel Agar 95300d5637 ekf2: refactor output predictor to class
- refactor all EKF backend output predictor pieces into new OutputPredictor class
 - output states are now calculated immediately with new high rate IMU rather than after EKF update
 - IMU delayed sample is passed as around as control data to avoid storing an extra copy and make the requirement clear
2023-01-18 10:59:34 -05:00
Daniel Agar 674a59e48f ekf2: new gyro bias limit parameter EKF2_GYR_B_LIM
- default is now a more conservative 0.15 rad/s (~8.6 deg/s) instead of the previous hardcoded 20 deg/s
2023-01-14 09:15:46 -05:00
Daniel Agar 54a32eb2f7 ekf2: EV overhaul yaw and position fusion (#20501)
- move EV yaw and EV position to new state machines
 - EV yaw and EV pos now configured via EKF2_EV_CTRL (migrated from EKF2_AID_MASK)
 - new EV position offset estimator to enable EV position while GPS position is active (no more EV pos delta fusion)
 - yaw_align now strictly means north (no more rotate external vision aid mask)
 - automatic switching between EV yaw, and yaw align north based on GPS quality
2022-12-20 10:23:56 -05:00
Daniel Agar 696eeb9a49 ekf2: update EV height state machine (small piece of EV overhaul)
- respect new EKF2_EV_CTRL parameter for VPOS usage
  - EV hgt rotate EV position before usage (there's often a small offset in frames)
  - EV hgt reset use proper EV velocity body frame
  - try to keep EV hgt and EV vel state machines consistent
  - small incremental piece of https://github.com/PX4/PX4-Autopilot/pull/19128
2022-12-13 13:29:18 -05:00
Daniel AgarandMathieu Bresciani 639d1ddca2 ekf2: update flags (in_air, at_rest, etc) on delayed time horizon (#20576)
- in a lot of cases this won't really matter, although you can see it in logs (especially with things like vehicle_at_rest), but it's something we might as well do properly

Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2022-11-14 11:35:40 -05:00
Daniel Agar 5239993c88 ekf2: move EV vel to new state machine, introduce EKF2_EV_CTRL param 2022-11-08 11:46:41 -05:00
Daniel Agar 688dae1108 ekf2: add new EKF2_EV_QMIN parameter 2022-11-08 11:46:41 -05:00
Daniel Agar 298cc61e07 ekf2: push fuse beta config into backend 2022-11-02 10:09:26 -04:00
Daniel Agar cea185268e msg ROS2 compatibility, microdds_client improvements (timesync, reduced code size, added topics, etc), fastrtps purge
- update all msgs to be directly compatible with ROS2
 - microdds_client improvements
   - timesync
   - reduced code size
   - add to most default builds if we can afford it
   - lots of other little changes
 - purge fastrtps (I tried to save this multiple times, but kept hitting roadblocks)
2022-10-19 19:36:47 -04:00
Daniel Agar 535415a537 ekf2: add OF estimator aid src status 2022-10-18 14:19:16 -04:00
Daniel Agar 2de990fd4b estimator_aid_source split GNSS pos (3d) -> pos (2d) + hgt
- per estimator air source status only keep a single set of flags and
timestamp that applies to the entire source
2022-10-13 11:28:50 -04:00
bresch 5f54f6fcda ekf2: migrate sideslip fusion to SymForce
- split fusion into update (compute innov and innov_var) and actual fusion to the state vector
- use estimator_aid_source_1d struct to group the data
2022-10-12 09:55:35 -04:00
Daniel Agar 1f7080a710 ekf2: extend sensor bias stability requirement
- for accel/gyro/mag estimated bias only consider them stable (valid
for calibration updates) if the value isn't changing (10% of limit) over
the validity period
2022-09-28 10:40:52 -04:00
bresch a54fa7b9b1 ekf2: add fake height fusion logic
When there is no vertical aiding, fake height is started to constrain
the vertical channel of the EKF
2022-09-10 12:29:29 -04:00
bresch aa716936bf ekf2: move synthetic_position flag to control_status.flags.fake_pos 2022-09-10 12:29:29 -04:00
bresch a2a29ba0dd ekf2: verify parameter configuration for height sources 2022-08-24 09:16:11 -04:00
bresch aba2eac0df ekf2: publish GNSS, rng and EV height biases 2022-08-24 09:16:11 -04:00
bresch 8962cf2d25 ekf2: GPS, baro and range finder control parameters
Also remove the legacy "range aid" than can be achieved by setting the
height reference to range finder and the range finder control parameter
to "conditional".

Conditional range aiding cal also be set when the height reference isn't
the range finder. This prevents the ratchetting effect due to switching
between references.
2022-08-24 09:16:11 -04:00
Daniel AgarandMathieu Bresciani dfdfbbfa9c msg/vehicle_odometry.msg: simplify covariance handling and update all usage (#19966)
- replace float32[21] URT covariances with smaller dedicated position/velocity/orientation variances (the crossterms are unused, awkward, and relatively costly)
 - these are easier to casually inspect and more representative of what's actually being used currently and reduces the size of vehicle_odometry_s quite a bit
 - ekf2: add new helper to get roll/pitch/yaw covariances
 - mavlink: receiver ODOMETRY handle more frame types for both pose (MAV_FRAME_LOCAL_NED, MAV_FRAME_LOCAL_ENU, MAV_FRAME_LOCAL_FRD, MAV_FRAME_LOCAL_FLU) and velocity (MAV_FRAME_LOCAL_NED, MAV_FRAME_LOCAL_ENU, MAV_FRAME_LOCAL_FRD, MAV_FRAME_LOCAL_FLU, MAV_FRAME_BODY_FRD)
 - mavlink: delete unused ATT_POS_MOCAP stream (this is just a passthrough)

Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2022-08-04 12:55:21 -04:00
Daniel Agar 41d9c3dd2a ekf2: add AUX velocity aid src status
- also includes velocity and position helpers for using estimator aid
   source status messages that will later be used for GPS, EV, etc
2022-07-29 12:02:31 -04:00
Daniel Agar a397c09e59 ekf2: use estimator_aid_src for all yaw sources (mag, gnss, ev) 2022-07-29 11:20:48 -04:00
Hamish Willee e6eed43648 Spelling errors (#19935) 2022-07-27 14:33:16 +10:00
Beat Küng ea136e73be ekf2: remove unused variables 2022-07-20 01:14:04 -04:00
Daniel Agar 15223009d2 combine sensor_gps + vehicle_gps_position msgs (keeping separate topics) 2022-07-07 10:24:11 -04:00
bresch af4038aa7e ekf2: publish estimator_aid_src_airspeed 2022-07-07 09:42:54 -04:00
Daniel Agarandalexklimaj d5839e2dd5 optical flow sensor pipeline overhaul
- all sources of optical flow publish sensor_optical_flow
 - sensor_optical_flow is aggregated by the sensors module, aligned with integrated gyro, and published as vehicle_optical_flow

Co-authored-by: alexklimaj <alex@arkelectron.com>
2022-06-20 20:56:56 -04:00
bresch 0d256b8ff6 ekf2 wind: use noise spectral density for process noise tuning
The noise spectral density, NSD, (square root of power spectral density) is a
continuous-time parameter that makes the tuning independent from the EKF
prediction rate.
NSD corresponds to the rate at which the state uncertainty increases
when no measurements are fused into the filter.
Given that the current prediction rate of EKF2 is 100Hz, the
same tuning is obtained by dividing the std_dev legacy parameter by 10:
nsd = sqrt(std_dev^2 / 100Hz)
2022-06-14 18:39:10 +10:00
Daniel Agar 58ea6235fe ekf2: estimator aid source status (range height) 2022-05-25 09:25:12 -04:00
Daniel Agar 1e25aee6fa ekf2: estimator aid source status (baro height) 2022-05-25 09:25:12 -04:00
Daniel Agar 639222dd65 ekf2: estimator aid source status (GPS pos, GPS vel) 2022-05-23 16:21:49 -04:00
Daniel Agar 1ae467e9cd ekf2: estimator aid source status (starting with fake position) 2022-05-23 16:21:49 -04:00
bresch 4c03f0bc50 ekf: make range finder kin consistency gate tunable by parameter 2022-04-13 11:41:48 +02:00
Daniel Agar 0c31f63896 sensors: add baro calibration and cleanup
- sensor_baro.msg use SI (pressure in Pascals)
 - update all barometer drivers to publish directly and remove PX4Barometer helper
 - introduce baro cal (offset) mainly as a mechanism to adjust
relative priority
 - commander: add simple baro cal that sets baro offsets to align with
GPS altitude (if available)
 - create new sensors_status.msg to generalize sensor reporting
2022-03-26 16:08:41 -04:00
Daniel Agar f4c3084c26 init adjustments to ensure used topics are advertised early (primarily for logging)
- multi-EKF create each instance as soon as IMU & mag are advertised (before device id populated)
2022-03-23 16:51:16 -04:00