Commit Graph

67 Commits

Author SHA1 Message Date
bresch d9faf34e76 ekf2: fix manual pos reset during constant position fusion 2024-08-27 13:31:28 +02:00
bresch 809be6a1b3 ekf2: handle external altitude resets 2024-08-27 13:31:28 +02:00
bresch 842b795d7a ekf2: initialize origin from corrent position when possible 2024-08-27 13:31:28 +02:00
Marco Hauswirth 5808dac4bc reset position-mode line following after position reset 2024-07-26 18:01:44 +02:00
Daniel Agar fd72578e98 ekf2: avoid constraining parameters every iteration 2024-07-25 09:51:35 +02:00
Daniel Agar c5c27a87f1 ekf2: track last terrain fuse time and update logic 2024-07-17 10:16:32 -04:00
Daniel Agar f93dc61770 ekf2: use bias corrected angular velocity
- avoid unnecessarily storing _ang_rate_delayed_raw
2024-07-10 21:20:47 -04:00
Daniel Agar c29b4ff87e ekf2: apply astyle formatting and enforce 2024-07-10 10:43:55 -04:00
Marco Hauswirth 4bc0286eb8 fix error from refactring commit, fix reset on ground (#23370) 2024-07-08 13:55:05 +02:00
Marco Hauswirth e04c53241a EKF2: reset position by fusion (#23279)
* reset position by fusion

* handle local_pos_valid for fixed wing in gnss denied

* [WIP] ekf2: setEkfGlobalOrigin respect current height reference and vertical position aiding

* global origin, also reset vertical pos without gps as ref

* fix wo gnss, that bitcraze ci passes

* revert some changes as requested

* remove duplicate reset messages

* undo unrelated whitespace changes, I'll fix it everywhere in a followup

* [SQUASH] ekf2: add vehicle_command_ack

* resetGlobalPosToExternalObservation consolidate logic

* remove gnss check from local_pos validation check

* reset when  0<accuracy<1, otherwise fuse

* replace gps param with flag

* ekf2: dead reckon time exceeded, respect ZUPT preflight if air data or optical flow expected

* subtract timeout from last inertial dead-reck, change fake pos conditions, save flash

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Co-authored-by: Daniel Agar <daniel@agar.ca>
2024-07-07 22:43:55 +02:00
Daniel Agar 0742d356f5 ekf2: more conservative clipping checks for bad_acc_clipping fault status (#23337)
- track accel clipping count per axis
 - only set bad_acc_clipping fault_status if at least one axis is
   clipping continuously or if all have been clipping at warning level
 - Note: this doesn't impact the clipping projections that boost the
   accel process noise, pause bias estimation, and skip gravity fusion
   on a per sample basis
2024-06-28 16:45:08 -04:00
bresch 9001c23926 ekf2: clean up hagl vs terrain naming
Terrain is the state: terrain vertical position
Hagl (height above ground level) is the vertical distance between the
vertical position and the terrain vertical position
2024-06-26 11:05:38 +02:00
bresch 68980b59e2 ekf2: add terrain state 2024-06-26 11:05:38 +02:00
Daniel Agar 206488b844 ekf2: innovation sequence monitoring for all aid sources
- add new 'innovation_filtered' and 'test_ratio_filtered' fields to
   estimator_aid_source topics
2024-06-17 15:30:42 -04:00
bresch 51883fe5d4 ekf2: integrate mag heading into mag 3D 2024-04-05 22:26:03 -04:00
bresch b80f15f7b5 ekf2-mag_auto: always use mag 3D after takeoff 2024-02-27 12:33:43 -05:00
Daniel Agar 51155f7a29 ekf2: treat inhibited states as "consider states" and remove conservative covariance matrix fixes (#22597)
When a state stops to be estimated it becomes a "consider state". Its value and variance are frozen but its covariance with other states continue to evolve normally.

 - removes conservative accel bias variance limiting
 - force symmetry is skipped after fusion of NED vel/pos (a direct measurement)

---------

Co-authored-by: bresch <brescianimathieu@gmail.com>
2024-01-24 14:14:09 -05:00
Daniel Agar 8a031677d5 ekf2: verbose debug print status include state variances 2024-01-11 11:53:20 -05:00
Daniel Agar 8bcba6128a ekf2: fix resetGlobalPosToExternalObservation whitespace 2024-01-11 10:59:56 -05:00
Roman Bapst 603c3f6636 added support to reset vehicle position based on external position (#22444)
via command MAV_CMD_EXTERNAL_POSITION_ESTIMATE

Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-01-11 13:09:22 +01:00
Daniel Agar d45c3d3407 ekf2: verbose (DEBUG_BUILD) print status with Matrix improved print
* ekf2: verbose print status
 * matrix/Matrix improve print output
 * bold diagonal elements, print ring buffer entry size
 * print in scientific notation when >= 10 to respect max size

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Co-authored-by: bresch <brescianimathieu@gmail.com>
2024-01-10 09:46:04 -05:00
bresch fe7988672f ekf2: auxiliary position fusion
Co-authored-by: Daniel Agar <daniel@agar.ca>
2023-12-01 11:50:22 +01:00
Daniel Agar e79737a38d ekf2: create simple estimator aid source base class and extract zero velocity update 2023-10-18 20:23:56 -04:00
Daniel Agar 48e09a4dea ekf2: move predict covariance IMU inhibit check to function 2023-10-17 09:58:10 -04:00
Daniel Agar d2b3e7fe16 ekf2: new kconfig to enable/disable GNSS (enabled by default) 2023-10-11 14:02:34 -04:00
Daniel Agar 5352a64042 ekf2: symforce derivation allow optionally disabling mag and wind states 2023-10-10 17:31:11 -04:00
Daniel Agar 28d58a947f ekf2: cleanup more optional mag (CONFIG_EKF2_MAGNETOMETER) 2023-10-09 10:18:02 -04:00
Daniel Agar 028733e1c7 ekf2: add kconfig to disable wind estimation (off by default) 2023-10-09 09:22:29 -04:00
Daniel Agar 153f7bbced ekf2: update all copyright headers 2023-09-15 10:02:09 -04:00
Daniel Agar 1e9f0ad2c6 ekf2: add kconfig for barometer support (enabled by default) 2023-09-15 10:02:09 -04:00
Daniel Agar 10b54d08fc ekf2: add dedicated EKF2_CONFIG_TERRAIN in kconfig
- new estimator_aid_src_terrain_range_finder for HAGL RNG
2023-09-15 10:02:09 -04:00
Daniel Agar 845b01a00d ekf2: add kconfig for magnetometer support (enabled by default) 2023-09-15 10:02:09 -04:00
Daniel Agar 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 Agar 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
bresch ed7c4bc5d7 ekf2: init tilt using quaternion from gravity vector 2023-03-31 10:15:12 +02:00
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 2ea25804a1 ekf2: allow filter init with only IMU (#21041)
- if mag enabled heading init is now pushed to controlMagFusion()
2023-02-13 22:07:15 -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 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
Mathieu Bresciani a187bb3b80 ekf2: predict covariance before predicting state (#20715)
* To predict the covariance, the jacobian from the previous to the current state is required.
2022-12-07 09:34:19 -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 535415a537 ekf2: add OF estimator aid src status 2022-10-18 14:19:16 -04:00
bresch ae1e12a6b5 ekf2: remove baro accumulation from initializeFilter 2022-09-10 12:29:29 -04:00
bresch fe4a6ce8de ekf2: allow initialization without baro data when fusion is disabled 2022-09-10 12:29:29 -04:00
Daniel Agar 7bbdc220f5 ekf2: initialiseFilter() simplify mag heading init and resetQuatStateYaw
- most of resetQuatStateYaw doesn't apply to initial heading init, so
removing the special case keeps it simple
2022-09-02 08:46:10 -04:00