Commit Graph
138 Commits
Author SHA1 Message Date
Daniel Agarandbresch d75bb62a65 ekf2: separate mag and mag heading control logic (#21212)
- split mag_3d into new standalone mag fusion and mag fusion allowed to update all states (full mag_3d)
 - new dedicated control logic for mag/mag_3d fusion and standalone mag heading fusion
 - if WMM available use for mag_I and mag_B init
 - mag states reset if external yaw reset (yaw estimator, GPS yaw, etc)
 - mag reset if declination changed (eliminate _mag_yaw_reset_req)
 - mag fusion (but not mag_hdg or mag_3d) can be active during gps_yaw or ev_yaw (if yaw aligned north)

Co-authored-by: bresch <brescianimathieu@gmail.com>
2023-08-04 10:39:16 -04:00
Daniel Agarandbresch 84b6b472b4 ekf2: change delta angle and delta velocity bias states to accel and gyro bias (#21901)
* ekf2-test: remove outdated codegen comparison

The definition of states changed so the comparison with the old
derivation cannot work anymore.

---------

Co-authored-by: bresch <brescianimathieu@gmail.com>
2023-07-28 09:31:44 -04:00
Daniel Agar 19d6e69b0b ekf2: allow yaw estimator to perform yaw alignment
This can be useful if using a full EV + GNSS setup and you start indoors, then fly outside. Once GPS is good and the only missing requirement is yaw alignment the yaw estimator reset is performed and EV yaw will automatically stop itself.
2023-07-25 10:58:45 -04:00
Daniel Agar 1ef9ee7622 ekf2: simplify fuseYaw() signature and use consistently
- make it safe to call for other aid sources, no EKF state is changed unless fusion_enabled
2023-07-24 10:34:00 -04:00
bresch e4a16bfc80 ekf2-mag: rework mag strength check 2023-07-24 10:16:37 -04:00
bresch 99824c445c ekf2: add unit test for earth mag field reset to WMM 2023-07-24 09:52:52 +02:00
Daniel Agar c8738e3a0d ekf2: mag control cleanup mag reset 2023-07-24 09:52:52 +02:00
bresch 1128ada90a ekf2: use correct AlphaFilter for 3D rotations 2023-07-17 13:43:18 +02:00
Mathieu Bresciani 288e3ae74a EKF2: vision attitude error filter (#21791)
* ekf2-ev: filter q_error for frame correction
* ekf2: filter EV attitude error centrally
2023-07-03 11:13:59 -04:00
Mathieu Bresciani 24de623989 EKF2: Zero gyro update (#21691)
When at rest, directly fuse the gyro data as an observation of its bias.
This allows to strongly observe the gyro biases without having to fuse a
constant heading that makes the ekf too confident about its heading.
2023-06-09 21:13:18 -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
Matthias Grob 08d6465ce5 matrix: add explicit Vector4 type 2023-03-21 15:01:26 +01:00
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 fe0e3acf09 ekf2: add kconfig option to enable/disable drag fusion 2023-03-20 10:12:17 -04:00
Daniel Agar b3cc945a5a ekf2: merge runOnGroundYawReset() + runInAirYawReset() into unified magReset() 2023-03-09 09:08:27 -05:00
Daniel Agar d45aeae1de ekf2: add and share centralized method to clear inhibited state Kalman gains 2023-03-07 13:27:57 -05:00
Daniel Agar 9ec3f30ae1 ekf2: move gps buffer pop to controlGpsFusion()
- controlGpsFusion() now owns yaw estimator update
2023-02-22 09:08:33 -05:00
Daniel Agar a867bb7d88 ekf2: let controlAirDataFusion() update yaw estimator TAS 2023-02-22 09:08:33 -05:00
Daniel Agar 60856ebe62 ekf2: move range buffer pop to controlRangeHeightFusion() 2023-02-22 09:08:33 -05:00
Daniel Agar 08f111f694 ekf2: consolidate airspeed fusion logic and helpers
- pass new airspeed sample around when available
 - can't completely eliminate _airspeed_sample_delayed until resetWind()
called from sideslip fusion is updated
2023-02-22 09:08:33 -05:00
Daniel Agar 241cee2bb7 ekf2: move airspeed buffer pop to controlAirDataFusion 2023-02-22 09:08:33 -05:00
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 66ad7fd06c ekf2: include 0 timestamp checks in helpers (isTimedOut(), isRecent(), etc)
- EKF isTimedOut(), isRecent(), and isNewestSampleRecent() need to handle the case where the timestamp has never been set
 - reset() more thoroughly reset fields (mainly impacts unit tests)
2023-02-03 10:00:51 -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
bresch 657bd6cf72 ekf2: stop mag fusion when inhibited for too long
Also do not try to run anything if mag is inhibited
2022-12-29 12:56:36 -05:00
bresch c75a9058a5 EKF2: only fuse zero innovation if yaw var is large 2022-12-29 12:56:36 -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 Agar 805ffa9d0b ekf2: push mag cal reset to delayed time horizon 2022-12-13 10:24:02 -05:00
bresch 41abf695a8 ekf2: use more efficient covariance update computation
KSK' is faster to compute than KHP and is mathematically equivalent
2022-12-12 12:31:54 -05:00
Daniel Agar 8eb2a0a3ec ekf2: delete orientation_covariances_euler()
- usage replaced with now public calcRotVecVariances()
2022-12-07 12:41:27 -05:00
bresch b25bc1b982 ekf2: GNSS yaw, update->fuse pattern 2022-11-22 09:59:31 -05:00
Daniel Agar da82757bf6 ekf2: accumulate multiple vel/pos/orientation reset deltas per update
- if in a single EKF update there are multiple resets we need to track the accumulated delta so the change consumed by the controllers is correct
2022-11-15 13:20:54 -05:00
bresch 93564baccf ekf2_flow: recalculate innovation after fusing 1st axis
The state changed so we need to recalculate the innovation of the 2nd
axis after fusing the 1st one
2022-11-14 11:51:32 -05:00
bresch 9834c7917b ekf2: use yaw emergency estimator more aggressively
During the whole flight, if the difference between the yaw estimate from
EKF2 and the emergency estimator is large and that the GNSS velocity
fusion is failing continuously, immediately reset to the emergency yaw
estimate.
2022-11-14 10:45:23 -05:00
Daniel Agar bd5bc9d207 ekf2: cleanup terrain estimator init (shouldn't be valid by default)
- with Ekf::initialiseFilter() resetting _time_last_hagl_fuse the terrain estimate was technically valid regardless of any range or flow data availability and as a result optical flow fusion is able to start and stay active
 - only consider terrain estimate valid based on control status flags and recent fusion
2022-11-14 09:29:46 -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 6f861ba889 ekf2: pos/vel reset helpers pass new variance
- optical flow velocity reset use already computed _flow_vel_ne
2022-10-24 10:59:58 -04:00
Daniel Agar ed558e199f ekf2: remove realignYawGPS() (replaced with yaw estimator) 2022-10-21 09:01:30 -04:00
Daniel Agarandbresch fb3adc3faa ekf2: move baro compensation to delayed time horizon and add validity check
- this removes an unnecessary virtual call and simplifies things a bit

Co-authored-by: bresch <brescianimathieu@gmail.com>
2022-10-20 09:17:55 -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 f9509b442c ekf2: height aid source consistency (#20405)
- working towards keeping all height source (baro/ev/gnss/rng) handling as consistent as possible, possibly refactoring these out into separate classes later
2022-10-19 15:35:07 -04:00
Daniel Agar 535415a537 ekf2: add OF estimator aid src status 2022-10-18 14:19:16 -04:00