Commit Graph
226 Commits
Author SHA1 Message Date
Daniel Agar e03aef616c ekf2: add terrain/dist_bottom reset deltas (vehicle_local_position/vehicle_global_position) 2024-07-15 10:25:42 -04:00
Daniel Agar ac77049c47 ekf2: directly use IMU sample to find corresponding aid source sample
- I think this helps make it clear we're using a sensor sample
   corresponding with a particular IMU sample
2024-07-10 21:20:47 -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
Daniel Agar 3e3b886b5d ekf2: add terrain estimator_status_flags 2024-07-09 10:10:01 -04:00
Daniel Agar 8bf15b01c4 ekf2: optical flow don't compute innovation variance twice
- collapse updateOptFlow() and startFlowFusion() to avoid recomputing H
 - this is a relatively expensive call we can easily avoid with the
   right structure
2024-07-09 10:10:01 -04:00
Daniel Agar 9dfd82ab06 ekf2: optical flow remove _flow_data_ready flag 2024-07-09 10:10:01 -04:00
Daniel Agar 7047f9441c ekf2: fix calcOptFlowBodyRateComp() gyro bias
- adjust flow sample gyro_rate immediately after popping from ring
   buffer
 - always update flow gyro bias (calcOptFlowBodyRateComp()) regardless
   of flow quality or magnitude
2024-07-09 10:10:01 -04:00
Daniel Agar 4d324da9f8 ekf2: update flow aid src status every sample 2024-07-09 10:10:01 -04:00
Daniel Agar ced609daa8 ekf2: flow fusion start require valid fusion 2024-07-09 10:10:01 -04:00
Marco HauswirthandDaniel Agar 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

---------

Co-authored-by: Daniel Agar <daniel@agar.ca>
2024-07-07 22:43:55 +02:00
Marco Hauswirth a1f43636f3 ekf2: EV fusion in body frame (#23191) 2024-07-04 21:17:19 -04:00
chfriedrich98 f65653a391 battery: add internal resistance estimation 2024-07-02 19:05:13 +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 dcb1103299 ekf2: move estimator_status test ratios to filtered values 2024-06-20 13:41:54 -04:00
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
Daniel Agar bfe3c86aeb ekf2: merge mag yaw angle observability into heading consistency
- the additional hyteresis logic for "yaw angle observable" was
   needed when it controlled time dependent mag_3d
2024-06-06 10:07:31 -04:00
bresch ee765e7859 ekf2-mag: do not reset when NE aiding is active 2024-05-31 10:38:17 -04:00
bresch 6515935b52 ekf2-mag: do not limit the earth mag field estimate
The EKF can recover from an initial bad earth mag field estimate.
Constraining the field is not necessary and can lead to an unpredicted
behavior of the filter.
Declination fusion is safe to run even when the horizontal field is 0
2024-05-31 10:38:17 -04:00
bresch c3d984703c ekf2-mag: remove immediate declination fusion after reset 2024-05-31 10:38:17 -04:00
Daniel Agar 5173830718 ekf2: mag fusion don't update all states or tilt by default
- cleanup some of the legacy mag flags
2024-05-17 11:19:04 +02:00
Daniel Agar bfc39cf341 ekf2: mag control always populate estimator aid src 2024-05-17 11:19:04 +02:00
Daniel Agar 95ae5a657d ekf2: merge mag_3d_control + mag_control 2024-05-17 11:19:04 +02:00
Daniel Agar 224d6f2fa7 ekf2: ekf_helper.cpp remove duplicate method comments (comment on declaration only, not definition) 2024-05-02 17:40:58 -04:00
Daniel Agar 1ca4056b6a ekf2: delete unused Ekf::resetImuBias() 2024-05-02 17:40:58 -04:00
Daniel Agar 6b3b66619b ekf2: move baro dynamic pressure compensation to aid_sources/barometer 2024-05-02 17:40:58 -04:00
Daniel Agar 49c782bad9 ekf2: move bias estimators to bias_estimtor/ 2024-05-02 17:40:58 -04:00
Daniel Agar e262fde4dc ekf2: move aux global position fusion to aid_sources/aux_global_position 2024-05-02 17:40:58 -04:00
bresch 9dc7719d4a ekf2: Only reset to GNSS heading if necessary
When North-East (e.g.: GNSS pos/vel) aiding is active, the heading
estimate is constrained and consistent with the vel/pos aiding. Reset to
GNSS heading should only occur if no N-E aiding is active or if the
filter is not yes aligned. Otherwise, just wait for the consistency
check to pass again (will pass at some point if the heading uncertainty
of the filter is getting too high).
2024-04-29 07:22:01 -07:00
Daniel Agar ec3ceae45e ekf2: move yaw_estimator and derivation to dedicated folder 2024-04-18 15:14:59 -04:00
bresch 51883fe5d4 ekf2: integrate mag heading into mag 3D 2024-04-05 22:26:03 -04:00
bresch 12fefbcfbd ekf2: use global definition of quaternion error 2024-04-05 22:26:03 -04:00
bresch 6d819343aa ekf2: fix direct state measurement update for suboptimal K case
The duration of a unit test had to be increased because the incorrect
covariance matrix update, was making the unit test passing faster
(over-optimistic variance).
2024-03-20 14:13:49 +01:00
bresch 421f13e4b5 ekf2: fix joseph covariance update for Schmidt-Kalman filter
If part of the Kalman gain is zeroed, the first step of the joseph
update does not produce a symmetrical matrix.
2024-03-07 15:11:47 +01:00
bresch b80f15f7b5 ekf2-mag_auto: always use mag 3D after takeoff 2024-02-27 12:33:43 -05:00
bresch 051baec9c4 ekf2: allow wind dead-reckoning after manual position reset
Reset velocity using airspeed and start navigating
2024-02-27 09:34:05 -05:00
bresch d501d8e1d4 ekf2: use Joseph stabilized update in direct state observations 2024-02-26 12:32:59 -05:00
bresch 9d9766c6cf ekf2: use Joseph stabilized covariance update 2024-02-26 12:32:59 -05:00
Daniel Agar 22b957696d ekf2: velocity/position fusion helper minor consistency cleanup 2024-02-20 13:16:24 -05:00
Daniel Agar c4c41c49e5 ekf2: move fuseVelPosHeight() -> fuseDirectStateMeasurement()
- don't bother keeping bad_vel_{N,E,D} and bad_pos_{N,E,D} fault status bits
2024-02-20 13:16:24 -05:00
Daniel Agar 1032dd3470 ekf: fix measurementUpdate comment typo 2024-02-19 09:41:49 +01:00
Daniel Agarandbresch 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
Mathieu Brescianiandbresch cb396a6339 ekf2: fix computation of tilt and yaw variances add them to logging
Co-authored-by: bresch <bresch@users.noreply.github.com>
2024-01-24 12:14:15 -05:00
bresch c28972d15e ekf2-grav: only use filtered accel norm to start/stop the fusion
Using the raw data makes the swith too sensitive to noise
2024-01-18 20:39:16 -05:00
Daniel Agarandbresch ed0d26de8a ekf2: improve attitude estimation without horizontal aiding
- fake_pos only if at rest or tilt variances becomes large
 - fake pos: don't run when grav fusion is enabled
 - gravity fusion enabled by default
 - gravity: only fuse when accel norm and lpf norm are consistent

Co-authored-by: bresch <brescianimathieu@gmail.com>
2024-01-17 10:27:25 -05:00
Daniel Agar 64f28c4c07 ekf2: delete unused gps error norm field 2024-01-12 10:14:32 -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