Commit Graph

1247 Commits

Author SHA1 Message Date
Daniel Agar ced609daa8 ekf2: flow fusion start require valid fusion 2024-07-09 10:10:01 -04:00
Daniel Agar 1df8f3f9d2 ekf2: resetFlowFusion() reset aid src status appropriately 2024-07-09 10:10:01 -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

---------

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
Marco Hauswirth 3880073716 ekf2: fix timeout after gps failure (#23346) 2024-07-02 10:38:49 -04:00
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
Daniel Agar 30b854da35 ekf2: verbose logging control (new EKF2_LOG_VERBOSE)
- new parameter EKF2_LOG_VERBOSE to enable (currently enabled by default)
 - force advertise topics immediately (based on EKF2_LOG_VERBOSE and per aid source configuration)
 - logger optionally log all estimator topics at minimal rate
2024-06-27 01:10:57 -04:00
Daniel Agar 338bcc6ca3 ekf2: disable EKF2_EV_CTRL and EKF2_AGP_CTRL by default 2024-06-26 17:10:28 -04:00
Silvan Fuhrer 1ae96d6509 EKF2: fix builds without CONFIG_EKF2_RANGE_FINDER
Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
2024-06-26 11:05:38 +02:00
bresch a50ef2eb5e ekf2-terrain: make terrain validity based on uncertainty
When using optical flow for terrain aiding, we cannot assume that the
terrain estimate is valid if flow is fused as is can only be observed
during motion. When no direct observation is available, the terrain is
assumed to be valid if its 1sigma uncertainty is < 10% of the hagl.
2024-06-26 11:05:38 +02:00
bresch a665764b0e ekf2: remove unused EKF2_TERR_MASK 2024-06-26 11:05:38 +02:00
bresch 7903ddf5df ekf2-terrain: terrain is not a separate estimator 2024-06-26 11:05:38 +02:00
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 30ce560e3a ekf2: mag control reset filtered test ratio on start (if aligning yaw) 2024-06-20 13:41:54 -04:00
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
Roman Bapst 0ce64e1b92 ekf2: don't fuse optical flow samples when the current distance to the ground is larger than the reported maximum flow sensor distance
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-06-11 21:20:40 -04:00
Daniel Agar fb659ae200 ekf2: stopMagFusion() reset yaw_align if mag heading was active
- we also need to clear mag_aligned_in_flight
2024-06-06 10:08:20 -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
Daniel Agar 157f7cf40b simplify world_magnetic_model interface (degrees in, degrees out)
- this hopefully helps avoid accidental mis-use
 - try to clarify units everywhere
2024-06-04 09:14:36 -04:00
Daniel Agar 5fa3b9d86a lib/world_magnetic_model: fetch_noaa_table.py refactor and scaling improvements
- upate to NOAA grid API to build WMM table in one pass
 - refactor declination/inclination/totalintensity table printing to
   shared method
 - compute scaling factor to maximize resolution
2024-06-04 09:14:36 -04:00
bresch 0a665a526c ekf2: add mag type init
In this mode, the mag is used to inilialize the heading.
During flight, the heading is predicted using gyros and corrected
by GNSS measurements if available.
2024-06-03 13:28:12 +02:00
bresch 53210dd8f3 ekf2-mag: with NE aiding, constrain heading drift only before takeoff
After takeoff, the heading is easily observable
2024-05-31 10:38:17 -04:00
bresch 3dac9af09e ekf2-mag: do not reset on WMM change when NE aiding is active
The mag field states are observed. No need to reset them.
2024-05-31 10:38:17 -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 774b6ed3b8 ekf2-mag: do not use yaw emergency estimator to reset mag states
On slowly moving vehicles (e.g.: boats, rovers), the yaw estimator has
worse convergence than the main EKF. Resetting the mag states using the
yaw estimator as reference can lead to poor heading. Also, the EKF can
recover really well from initially incorrect mag states.
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
bresch a6007e4b93 ekf2-mag: turn around update_all_states condition
Non-functional
2024-05-31 10:38:17 -04:00
bresch c11c75d32e ekf2-mag: always add process noise until initial value 2024-05-31 10:38:17 -04:00
bresch 993782cffa ekf2: only trigger position timeout reset when hpos fusion is active 2024-05-29 20:49:14 -04:00
Daniel Agar d359f6236e ekf2: symforce zero more efficiently (#23133)
- increase symforce CppConfig zero_initialization_sparsity_threshold so
   that a Matrix setZero() call is performed instead of individually zeroing

Co-authored-by: bresch <brescianimathieu@gmail.com>
2024-05-17 11:20:30 +02:00
bresch ea39032b45 mag_ctrl: combine common conditions for mag_hdg and mag_3d 2024-05-17 11:19:04 +02:00
bresch d796009302 mag_ctrl: do not fuse synthetic mag but do not zero the innovation 2024-05-17 11:19:04 +02:00
Daniel Agar bb5dfc7d51 integrationtests: mavros/mission_test.py bump yaw_error_std threshold (heading init is delayed, but not wrong) 2024-05-17 11:19:04 +02:00
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 c1fc893cca ekf2: move gyro/accel/wind covariance reset helpers to covariance.cpp 2024-05-02 17:40:58 -04:00
Daniel Agar 63c2ea33c1 ekf2: move Ekf::resetQuatStateYaw() to yaw_fusion.cpp 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 4f0eb72fc9 ekf2: move IMU down sampler to imu_down_sampler/ 2024-05-02 17:40:58 -04:00
Daniel Agar 58637d3825 ekf2: move terrain estimator and derivation to terrain_estimator/ 2024-05-02 17:40:58 -04:00
Daniel Agar 58de8cbb77 ekf2: move fake_height, fake_pos, zero_innovation_heading to aid_sources/ 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