Commit Graph
231 Commits
Author SHA1 Message Date
Marco Hauswirth f0fdf0b53b EKF2: distinguish airspeed source and use synthetic for wind
Enable wind-dead-reckoning with airspeed source to synthetic airspeed
2025-05-02 13:37:18 +02:00
bresch 82ea544e8c ekf2-test: add flow unit test for negative distance 2025-03-31 11:34:25 +02:00
bresch 2aaa54037c ekf2: split gnss pos/vel flags
They can be selected independently in the control parameter, so there is
no reason why they should share the same flag.
2025-03-11 14:14:40 +01:00
RomanBapst 35da86c85a improve unit tests for range fog detection
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2025-02-11 09:08:25 +01:00
Jacob Dahl 0b1838f233 test: add test for range finder fusion while on ground 2025-01-03 12:25:16 +01:00
bresch 6b10f1ca12 ekf: update change indicator
The calculation of "alpha" in the accel_horiz and height_rate lowpass
filters is slightly different than before.
2024-12-18 14:11:08 +01:00
bresch f9140fcd50 ekf2: set baro bias when GNSS is alt ref
Do this even when GNSS altitude fusion is disabled.
2024-12-13 14:55:46 +01:00
bresch fad9ae855d EKF2: reset aid src when resetting state to measurement
Filtered innovations and test ratios can be large before the reset and
would trigger pre-flight warnings
2024-12-13 14:26:57 +01:00
bresch 8626019ae0 EKF2: reset global position using variance 2024-12-03 13:04:25 +01:00
bresch 30d98885b7 update change indicator 2024-11-22 15:13:47 +01:00
bresch 6becccb217 update change indicator 2024-11-22 15:13:47 +01:00
bresch b19a6ee3b5 ekf2: store position state as lat/lon/alt
The position error state is still defined in a body-fixed NED frame but the
position state itself is latitude-longitude-altitude.
2024-11-22 15:13:47 +01:00
Marco HauswirthandMathieu Bresciani 0c451552c7 EKF2: add validity flags to global pos message (#23787)
Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2024-10-23 10:19:04 +02:00
bresch 23f343aa3a ekf2-rng: consider height covariance for terrain reset to range
Range does not provide a direct terrain observation but a measurement
relative to the height state. Correlation between height and terrain
must be set properly.
2024-09-24 10:18:25 -04:00
Marco Hauswirth 44967bdaab ekf2: uncorrelate position covariance after velocity reset (#23644) 2024-09-06 08:51:15 -04:00
Marco Hauswirth 7dcea6b2e4 EKF2: range measurement rejection in rain/fog (#23579) 2024-08-30 17:25:56 +02:00
bresch bab256bfe6 ekf2: handle external altitude resets 2024-08-28 11:02:26 +02:00
Daniel Agar 6c24413888 ekf2: filter flow vel (used for flow velocity reset)
- individual flow samples can be quite erratic
2024-08-27 10:38:17 -04:00
dagar 5ff4eea870 [AUTO COMMIT] update change indication 2024-08-27 16:16:55 +02:00
Daniel Agar ac48b8b51d ekf2: mag declination fusion always if there is no aiding 2024-08-27 16:16:55 +02:00
Daniel Agar bbcf741e9e ekf2: make mag control responsible for WMM
- this further untangles mag control (which requires the WMM) from GPS
2024-08-27 16:16:55 +02:00
Daniel Agar 56560726d3 ekf2: sensor simulator fix GPS replay scaling 2024-08-23 14:35:05 -04:00
bresch 1a0f97ebbd ekf2-fake pos: add valid fake position fusion
This is similar to fake pos but is only used when the ekf has an
external information telling it that the vehicle is not changing
position. This information can then be used to keep a valid local
position even when the vehicle isn't exactly at rest.
2024-08-23 11:17:21 +02:00
bresch d2478d00cf ekf2: only allow ref sensor to reset height 2024-08-06 10:19:13 -04:00
Daniel Agar c5c27a87f1 ekf2: track last terrain fuse time and update logic 2024-07-17 10:16:32 -04:00
Daniel AgarandMathieu Bresciani 1cd7d54170 ekf2: consolidate GNSS yaw in gnss_yaw_control.cpp and fix naming (GPS->GNSS)
Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2024-07-15 12:50:51 -04:00
Daniel Agar 8e5f28f834 ekf2: rng only reset vz as a last resort 2024-07-15 11:39:56 -04:00
Daniel Agar 223397c20e ekf2: always add accel/gyro bias process noise
- continue adding accel/gyro bias process noise even if inhibited
2024-07-10 11:49:01 +02:00
Daniel Agar 3e3b886b5d ekf2: add terrain estimator_status_flags 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
Marco Hauswirth 3880073716 ekf2: fix timeout after gps failure (#23346) 2024-07-02 10:38:49 -04:00
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 7903ddf5df ekf2-terrain: terrain is not a separate estimator 2024-06-26 11:05:38 +02:00
bresch 68980b59e2 ekf2: add terrain state 2024-06-26 11:05:38 +02:00
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 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
Daniel Agar 4f0eb72fc9 ekf2: move IMU down sampler to imu_down_sampler/ 2024-05-02 17:40:58 -04:00
Daniel Agar 24fdd696cb ekf2: move range finder files to aid_sources/range_finder 2024-05-02 17:40:58 -04:00
Daniel Agar b6da0b141d ekf2: GPS yaw only invalidate yaw_align if stopping due to fusion failure 2024-04-29 21:04:21 -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
bresch 5f61e3b785 ekf2: update change indicator 2024-04-05 22:26:03 -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 638e17d551 ekf: update change indicator 2024-03-20 14:13:49 +01:00
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 cb2bb2e098 ekf2: add no gyro bias estimate test case
This makes the ekf unstable and creates NANs during initialization
2024-03-20 14:13:49 +01:00
bresch c9221b91ad ekf2: fix gnss yaw unit test 2024-03-20 14:04:19 +01:00
bresch b2f1122372 ekf2: remove old yaw 321 and 312 derivations 2024-03-14 11:33:45 -04:00
bresch ee63f3e664 update change indicator 2024-03-14 11:33:45 -04:00