Commit Graph

75 Commits

Author SHA1 Message Date
Daniel Agar ed558e199f ekf2: remove realignYawGPS() (replaced with yaw estimator) 2022-10-21 09:01:30 -04:00
Daniel Agar fb3adc3faa ekf2: move baro compensation to delayed time horizon and add validity check
- this removes an unnecessary virtual call and simplifies things a bit

Co-authored-by: bresch <brescianimathieu@gmail.com>
2022-10-20 09:17:55 -04:00
Daniel Agar f9509b442c ekf2: height aid source consistency (#20405)
- working towards keeping all height source (baro/ev/gnss/rng) handling as consistent as possible, possibly refactoring these out into separate classes later
2022-10-19 15:35:07 -04:00
Daniel Agar 535415a537 ekf2: add OF estimator aid src status 2022-10-18 14:19:16 -04:00
Daniel Agar 2de990fd4b estimator_aid_source split GNSS pos (3d) -> pos (2d) + hgt
- per estimator air source status only keep a single set of flags and
timestamp that applies to the entire source
2022-10-13 11:28:50 -04:00
bresch 5f54f6fcda ekf2: migrate sideslip fusion to SymForce
- split fusion into update (compute innov and innov_var) and actual fusion to the state vector
- use estimator_aid_source_1d struct to group the data
2022-10-12 09:55:35 -04:00
bresch bb790c9bec ekf2: add vertical dead-reckoning timeout check for height validity 2022-09-29 14:16:36 -04:00
Daniel Agar 1f7080a710 ekf2: extend sensor bias stability requirement
- for accel/gyro/mag estimated bias only consider them stable (valid
for calibration updates) if the value isn't changing (10% of limit) over
the validity period
2022-09-28 10:40:52 -04:00
Charles Cross cfdaba35cc Adds reset counter logic to EV height fusion 2022-09-26 11:48:18 +02:00
bresch facf01d69d ekf2: report combined vertical position test ratio 2022-09-15 08:51:19 -04:00
bresch a54fa7b9b1 ekf2: add fake height fusion logic
When there is no vertical aiding, fake height is started to constrain
the vertical channel of the EKF
2022-09-10 12:29:29 -04:00
Daniel Agar d996af4647 ekf2: pass gpsSample around where required
- this minimizes potential misuse accessing _gps_sample_delayed and
makes the dependency clear
2022-09-05 10:27:19 -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
Daniel Agar 1948c5057a ekf2: handle all time on delayed horizon (except for newest sample checks)
- a growing number of samples come into the backend with the time
already delayed (sensor's interrupt setting timestamp sample)
 - if the incoming timestamp is already delayed then the new data checks
(relative to latest IMU) can be slightly wrong
 - handle almost all timestamps and checks on delayed time horizon,
except for explicit checks of new samples
 - isRecent() and isTimedOut() helpers use delayed time
 - add new isNewestSampleRecent() used for checking the incoming
timestamp of the incoming (adjusted) data
2022-08-31 08:52:30 -04:00
bresch 2d39097f60 ekf2: move rng height to file 2022-08-24 09:16:11 -04:00
bresch 28b4cd0579 ekf2: move GNSS hgt control to file 2022-08-24 09:16:11 -04:00
bresch b6f76b5eaa ekf2: move ev control to file 2022-08-24 09:16:11 -04:00
bresch d87feee5b0 ekf2: move baro control logic to file 2022-08-24 09:16:11 -04:00
bresch 12e25eba62 ekf2: add common height fusion timeout parameter 2022-08-24 09:16:11 -04:00
bresch 8962cf2d25 ekf2: GPS, baro and range finder control parameters
Also remove the legacy "range aid" than can be achieved by setting the
height reference to range finder and the range finder control parameter
to "conditional".

Conditional range aiding cal also be set when the height reference isn't
the range finder. This prevents the ratchetting effect due to switching
between references.
2022-08-24 09:16:11 -04:00
bresch 8fd79688c0 ekf2: enable multiple height sources fusion
Instead of having a single height source fused into the EKF and the
other ones "waiting" for a failure or the primary sensor, fuse all
sources in EKF2 at the same time. To prevent the sources from fighting against each
other, the "primary" source is set as reference and the other ones are
running a bias estimator in order to make all the secondary height
sources converge to the primary one.

If the reference isn't available, another one is automatically selected
from a priority list. This secondary reference keeps its current bias
estimate but stops updating it in order to be the new reference as close
as possible to the primary one.
2022-08-24 09:16:11 -04:00
Daniel Agar 66b55d9d0a ekf2: fix yaw estimator velocity accuracy
- additionally require GPS speed accuracy is within EKF2_REQ_SACC
2022-08-08 21:27:01 -04:00
Daniel Agar dfdfbbfa9c msg/vehicle_odometry.msg: simplify covariance handling and update all usage (#19966)
- replace float32[21] URT covariances with smaller dedicated position/velocity/orientation variances (the crossterms are unused, awkward, and relatively costly)
 - these are easier to casually inspect and more representative of what's actually being used currently and reduces the size of vehicle_odometry_s quite a bit
 - ekf2: add new helper to get roll/pitch/yaw covariances
 - mavlink: receiver ODOMETRY handle more frame types for both pose (MAV_FRAME_LOCAL_NED, MAV_FRAME_LOCAL_ENU, MAV_FRAME_LOCAL_FRD, MAV_FRAME_LOCAL_FLU) and velocity (MAV_FRAME_LOCAL_NED, MAV_FRAME_LOCAL_ENU, MAV_FRAME_LOCAL_FRD, MAV_FRAME_LOCAL_FLU, MAV_FRAME_BODY_FRD)
 - mavlink: delete unused ATT_POS_MOCAP stream (this is just a passthrough)

Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2022-08-04 12:55:21 -04:00
bresch 61f390b0dd ekf2_test: fix height offset compensation after origin reset 2022-08-04 16:50:31 +02:00
Daniel Agar 41d9c3dd2a ekf2: add AUX velocity aid src status
- also includes velocity and position helpers for using estimator aid
   source status messages that will later be used for GPS, EV, etc
2022-07-29 12:02:31 -04:00
Daniel Agar a397c09e59 ekf2: use estimator_aid_src for all yaw sources (mag, gnss, ev) 2022-07-29 11:20:48 -04:00
Daniel Agar 70e95812e7 ekf2: reset mag_lpf (by zeroing _mag_counter) when resetting mag bias (or changing mags)
- so that there's new filtered data avaiable for reset
2022-07-21 09:24:28 -04:00
Daniel Agar 05133aed27 ekf2: clear test ratios, flags, etc when stopping mag fusion 2022-07-21 09:24:28 -04:00
Daniel Agar a41a0e7e80 ekf2: resetMagHeading() split out simple init case 2022-07-21 09:24:28 -04:00
Daniel Agar 39453405a0 ekf2: cleanup zero innovation heading fusion
- refactor updateQuaternion() to compute the yaw jacobian directly (respecting  the rotation sequence determination)
 - fuseHeading()/fuseYaw321()/fuseYaw312() helpers are eliminated and now mag heading fusion and EV yaw fusion compute the innovation in place
 - clear up logic for performing zero innovation heading fusion when quaternion variance exceeds threshold (no more _is_yaw_fusion_inhibited flag manipulation)
 - when at rest continue fusing last static heading with very low variance even if other heading sources are active
2022-07-19 11:58:27 -04:00
bresch 2fd87c47e8 ekf2: use estimator_aid_source_1d message for airspeed fusion
split the fusion process into:
1. updateAirspeed: computes innov, innov_var, obs_var, ...
2. fuseAirspeed: uses data computed in 1. to generate K, H and fuse the
   observation
2022-07-07 09:42:54 -04:00
Daniel Agar dc8ed97809 ekf2: optical flow control limits constrain speed using HAGL max 2022-06-21 12:52:25 -04:00
Daniel Agar b81a5b3efa ekf2: request mag yaw reset after calibration or sensor change 2022-06-17 21:04:05 -04:00
Daniel Agar 1980b5c5e8 ekf2: setEkfGlobalOrigin() reset baro and hgt sensor offsets if necessary
- handle uninitalized _gps_alt_ref
 - add basic lat/lon/alt sanity checks
2022-06-16 00:59:54 -04:00
Daniel Agar 58ea6235fe ekf2: estimator aid source status (range height) 2022-05-25 09:25:12 -04:00
Daniel Agar 1e25aee6fa ekf2: estimator aid source status (baro height) 2022-05-25 09:25:12 -04:00
Daniel Agar 639222dd65 ekf2: estimator aid source status (GPS pos, GPS vel) 2022-05-23 16:21:49 -04:00
mcsauder ea10eacb99 Replace EKF/common.h #defines with enums. 2022-05-18 09:25:19 -04:00
bresch 37cafe7dcd ekf rng kin: reduce minimum rng variance 2022-04-13 11:41:48 +02:00
bresch 064518f57a ekf: extract range finder noise computation 2022-04-13 11:41:48 +02:00
Daniel Agar 7ef38112d2 ekf2: return saved mag bias variance when not in 3d magnetometer fusion
- the estimated mag bias was requiring > 30 seconds of continuous 3d
mag fusion to be reported stable (and saved back to mag cal), this
restores the original intent requiring 30 seconds of accumulated valid
3d mag fusion
2022-03-14 21:03:41 -04:00
Daniel Agar a430f0ccae ekf2: add simple zero velocity update when vehicle at rest (#19149)
- further decreases initial tilt alignment time (now down to 2.5 seconds if still) and improves initial bias estimates
2022-03-12 12:56:31 -05:00
Daniel Agar b7e0f17c6a ekf2: minor position/velocity reset cleanup
- try to use avoid resetVelocity() call where possible
 - reset timeouts centrally
2022-03-08 11:16:35 -05:00
Daniel Agar c10ea97967 ekf2: fusion helpers return success/fail and set pos/vel update timestamps centrally (if healthy) 2022-03-08 11:16:35 -05:00
Daniel Agar d6d529539d ekf2: consolidate and simplify gnd effect logic 2022-02-22 16:59:10 -05:00
Daniel Agar 1d7791dad6 commander: monitor GPS validity and EKF2 dead reckoning
- ekf2: expose dead reckoning as control status flags
 - commander:
    - add GPS validity check
    - in AUTO MISSION if dependent on GPS then a loss of GPS will
2022-02-22 09:46:21 -05:00
bresch edabfd2f0e ekf_hgt: call specific height reset function instead of generic one
- Also use the delayed current data instead of newest that might not be
available (gps buffer is sometimes empty if the dt between samples is
larger than the delayed horizon).

- Separate "baro fault" from "baro intermittent": intermittent is a
  temporary failure and should prevent from switching to baro right now,
  but "fault" means that it should never be used anymore

- In case of height timeout, check for metrics but not for consistency
  as the filter is likely to have diverged already.
2022-02-22 11:49:25 +01:00
bresch cba73585e1 use recorded last sensor timestamp for intermittent check 2022-02-22 11:49:25 +01:00
Daniel Agar 591b7b6934 ekf2: add new estimator_gps_status.msg
- includes the estimator status check fail bits broken out as descriptive booleans
 - absorbs ekf_gps_drift.msg
2022-02-21 08:58:59 -05:00
bresch 917910f3e2 ekf: pass a float by copy instead of a constant ref 2022-02-02 17:43:25 -05:00