Commit Graph

1047 Commits

Author SHA1 Message Date
bresch ebf962bf68 ekf2: remove size in name of state vector and matrix types
Then the state vector size can be changes without having to update the
name
2023-09-21 08:27:52 -04:00
bresch dac337efc4 ekf2: auto-generate state vector size constant 2023-09-19 09:37:50 -04:00
Daniel Agar 8a9a303354 ekf2: update include guards 2023-09-19 09:37:50 -04:00
bresch 51dbd8ee4c ekf2: simplify state var constraint 2023-09-19 09:37:50 -04:00
bresch 779ea3f4d1 ekf2: access state covariance using enum 2023-09-19 09:37:50 -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 016db84d69 ekf2: covariance update use IMU sample dt (#22032)
- usually the delta angle and delta velocity dt is the same, but they can be slightly different
2023-09-13 09:58:56 -04:00
bresch 78eb0cdb72 opt flow: fix msg naming
optical_flow got replaced by sensor_optical_flow and vehicle_optical_flow
2023-09-11 10:12:16 -04:00
bresch 0aa4afdbce ekf2: add unaided_yaw for more resilient yaw control
This estimate doesn't converge to the true yaw but can be used as a
more consistent but drifting heading source.
It can be used by a setpoint generator to adjust its heading setpoint
while the true yaw estimate is converging in order to keep a constant
course over ground.
2023-08-30 09:56:19 +02:00
bresch 52bcf1e0c2 update change indicator
The yaw variance is now initially zero
2023-08-29 10:57:49 -04:00
bresch 71f12b2c4d ekf2: do not initially increase yaw variance
Yaw variance is automatically increased as soon as a yaw aiding source
is activated
2023-08-29 10:57:49 -04:00
bresch 78d75ada3e update change indicator
The result is slightly different because we now only set the tilt
covariance (before, tilt variance was applied to all axes)
2023-08-29 10:57:49 -04:00
bresch 0282f85cd4 ekf2: compute quat tilt variance using SymForce 2023-08-29 10:57:49 -04:00
Daniel Agar 0f260fc26c ekf2: gravity fusion don't use any accel samples that are clipping 2023-08-28 14:35:13 -04:00
Daniel Agar 2c76109a94 ekf2: drag fusion don't use any accel samples that are clipping 2023-08-28 14:35:13 -04:00
bresch 9551c1b614 ekf2: send global position if origin is set manually
Even if the aiding is local only, a valid global estimate can be sent as
long as we know the EKF's origin.
2023-08-26 14:48:49 -04:00
Mathieu Bresciani 74a54b3b12 EKF2: improve resilience against incorrect mag data
- when GNSS is used require low mag heading innovations during
  horizontal acceleration (yaw observable) to validate the mag
- only fuse mag heading just enough to constrain the yaw estimate
  variance to a sane value. Leave enough uncertainty to allow for a
  correction when the yaw is observable through GNSS fusion
2023-08-17 09:55:15 -04:00
bresch 1f02d55103 ekf2: update change indicator
change caused by fixing the yaw variance increase calculation
2023-08-08 12:09:56 -04:00
bresch 39a83ab138 ekf2_test: test yaw variance after reset 2023-08-08 12:09:56 -04:00
bresch b6fb95247b ekf2_derivation: fix typo 2023-08-08 12:09:56 -04:00
bresch de702a2e63 ekf2: fix function to increase yaw variance 2023-08-08 12:09:56 -04:00
bresch cd77d52dc1 ekf2: calcRotVecVariances using SymForce 2023-08-07 14:28:06 -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
Daniel Agar e468798e91 Update world_magnetic_model to latest Thu Jul 27 11:14:06 UTC 2023
Co-authored-by: PX4 BuildBot <bot@px4.io>
2023-07-27 10:34:11 -04:00
bresch 30d8df7001 mag_check: fix param type 2023-07-25 11:21:05 -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
bresch 30bfe0d379 ekf2: remove artificial constraint on position uncertainty growth
There is no reason to contrsain the position uncertainty, estpecially
when flying with velocitiy aiding only.

Note that all the variances are already contrained to sane values at the
end of the covariance prediction
2023-07-24 15:10:07 -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
Daniel Agar 01bcc47fb1 ekf2: apply yaw reset to vision attitude error filter
- set vision attitude error filter uninitialized if vision data stops
 - ev error filter is only compiled when ev config is selected

Co-authored-by: bresch <brescianimathieu@gmail.com>
2023-07-24 10:32:33 -04:00
bresch a95c11d48a ekf2-test: add test for inclination of mag earth field 2023-07-24 10:16:37 -04:00
bresch 72be724b86 ekf2: log mag inclination and strength for tuning 2023-07-24 10:16:37 -04:00
bresch 357bf024f6 ekf2-mag: add inclination check 2023-07-24 10:16:37 -04:00
bresch e4a16bfc80 ekf2-mag: rework mag strength check 2023-07-24 10:16:37 -04:00
bresch eb9bcb0c28 update EKF2 change indicator
There is some actual changes because the earth mag field states are now
reset using the WMM when available. In the replay log, the measured mag
field does not match the WMM and this is why there is a large diff. It
is however more correct now than before.
2023-07-24 09:52:52 +02:00
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 1d96de5cf6 ekf2: add more unit tests for GNSS stopping control logic 2023-07-21 14:53:58 -04:00
Daniel Agar ec9dce2e89 Update world_magnetic_model to latest Tue Jul 18 11:14:09 UTC 2023
* Update world_magnetic_model to latest Tue Jul 18 11:14:09 UTC 2023
* [AUTO COMMIT] update change indication


Co-authored-by: PX4 BuildBot <bot@px4.io>
2023-07-18 14:29:08 -04:00
bresch f5fd369ce8 [AUTO COMMIT] update change indication 2023-07-17 13:43:18 +02:00
bresch 1128ada90a ekf2: use correct AlphaFilter for 3D rotations 2023-07-17 13:43:18 +02:00
Sergei Grichine f000238987 SensorGps.msg: switch to double precision for lat/lon/alt
To match https://github.com/PX4/PX4-GPSDrivers/pull/132 - adding high precision RTK lat/lon/alt components
2023-07-13 07:50:09 +02:00
bresch 9e2e888f5e ekf2-bias_cal: reduce required stability period
For the mag, 30s of bias learning is a lot, given that it is only active
during turns and that it usually converges in < 5 seconds
2023-07-11 11:33:53 -04:00
bresch 2f52926972 mag_cal: fix mag bias estimate to mag cal
- since last_us is set to 0 every time the bias is not observable, the
  total time was also reset -> needed 30 consecutive seconds in mag 3D
  to be declared "stable"
- after landing, the mag_aligned_in_flight flag is reset. Using this for
  bias validity makes it invalid before we have a chance to save it to
  the calibration.
2023-07-11 11:33:53 -04:00
bresch f5edff2647 ekf2 - preflt checks: scale flow innovation checks
Opt flow raw innovations can be really large on ground due to the small
distance to the ground (vel = flow / dist). To make the pre-flight check
more meaningful, scale it with the current distance.
2023-07-11 08:18:32 -07:00
bresch 672b29d555 ekf2: report dist bottom also when using flow for terrain
Terrain height can be estimated using a range finder and/or optical flow
2023-07-11 08:18:32 -07:00
alexklimaj 03528a6200 Add EKF2_OF_QMIN_GND to handle 0 optical flow quality when on ground 2023-07-11 08:18:06 -07:00