Commit Graph

190 Commits

Author SHA1 Message Date
Roman Bapst b3dc06d0cb Added height above ground source bitmask indicating which sensor is used 2020-06-04 09:44:19 +02:00
Paul Riseborough c91c78dcf6 EKF: Allow reset of yaw to EKF-GSF later in flight 2020-05-22 13:05:10 +03:00
kritz 98801ad17b
Support vision velocity expressed in body frame too (#708)
* Support vision velocity expressed in body frame

* Use switch statement for vision velocity frame

* Robustify vision velocity frame test

* Increase lower bound on vision velocity noise to 0.05 m/s
2020-05-12 16:03:35 +02:00
kritz fa5a00d871
Refactor velocity reset (#788)
* Refactor velocity reset

* Add unit tests for velocity resets

* Expand updates to vertical buffer to velocity resets outside of resetHeight

* Improve matrix library usage

* Improve naming of vertical output samples

* Fix update of output_vert_new during reset

* Improve naming of vertical output samples 2
2020-04-08 16:39:15 +02:00
Daniel Agar 47624a0f02
EKF increase delta velocity process noise per axis if clipping (#663) 2020-04-08 08:51:51 +10:00
Mathieu Bresciani 0623b2b02d
Range check cleanup (#782)
* EKF: centralize range finder tilt check

* Ekf-control: do not double check for terrain estimate validity

isRangeAidSuitable can only return true if the terrain estimate is valid
so there is no need for an additional check

* range_finder_checks: restructure the checks to avoid early returns

There is now only one clear path that can lead to the validity being
true.
Furthermore, if the _rng_hgt_valid is true, we can trust it and we don't
need for additional checks such as tilt.

The case where we need to provide fake measurements because the drone is
on the ground and the range finder data is bad is already handled
in "controlHeightFusion" so there is no need to hack the range finder
checks with that.

* Add Sensor and SensorRangeFinder classes

The purpose is to encapsulate the checks for each sensor in a dedicated
class with the same interface

* SensorRangeFinder: encapsulate in estimator::sensor namespace

* EKF: rename _sensor_rng to _range_sensor

* Range checks: include limits in valid range

* RangeChecks: update comment in the continuity checks

* RangeChecks: move more low-level checks in functions

Also move setTilt out of the terrain estimator, this is anyway protected internally
to not compute cos/sin if the parameter did not change.

* Sensor: remove unused virtual functions

Those are not required yet but can still be added later

* SensorRangeFinder: re-organise member variables

Also rename getRangeToEarth to getCosTilt

* SensorRangeFinder: split setSensorTilt and setCosMaxTilt functions

* SensorRangeFinder: Add a few unit tests

- good data
- tilt exceeded
- max range exceeded

* SensorRangeFinder: set hysteresis in us instead of ms

* SensorRangeFinder: Add more tests

* SensorRangeFinder: update continuity, hysteresis and stuck tests

* SensorRangeFinder: rename variables

* SensorRangeFinder: get rid of "delayed" specification

From the SensorRangeFinder class point of view, it's not relevant to
know if the data is delayed or not

* SensorRangeFinder: move time_last_valid out of stuck check

* SensorRangeFinder: rename file names to sensor_range_finder

* SensorRangeFinder: address Kamil's comments

* SensorRangeFinder: Add more tilt tests

* SensorRangeFinder: store current tilt offset

This is to avoid recomputing cos/sin functions at each loop
2020-04-03 08:28:07 +02:00
Paul Riseborough 89b5c77d5d
EKF: Enable GPS flight without magnetometer (#770)
* EKF: Enable GPS flight without magnetometer

Enables takeoff in a non-GPS flight mode with mag fusion type set to MAG_FUSE_TYPE_NONE. After sufficient movement the EKF will reset the yaw tot he EKF-GSF estimate. After that GPS fusion will commence.

* EKF: Fix unconstrained yaw and yaw variance growth when on ground

* EKF: Ensure first yaw alignment can't be blocked

* EKF: Increase yaw variance limit allowed for alignment

Flight test data indicates that an uncertainty value of 15 deg still provides a reliable yaw estimate and enables an earlier alignment/reset if required.

* EKF: Remove unexecutable code

* EKF: Restructure heading fusion

* EKF: parameterise quarter variance check and retune default value

* EKF: Pass by reference instead of pointer

* EKF: Clarify reset logic

* EKF: Remove incorrect setting of mag field alignment flag

* EKF: Non-functional tidy up

* EKF: Fix non-use of function argument

The updateQuaternion function was using the _heading_innovation class variable instead of setting it using the innovation argument.

* EKF: Fix undefined variable

* EKF: Use single precision atan2

* EKF: remove unnecessary timer reset and unwanted execution of reset function

* EKF: Don't declare a mag fault when non-use is user selected

Doing so produces unnecessary user alerts.
2020-03-30 20:05:38 +11:00
bresch 20c3db69e4 Terrain Est: Add sensor aiding bitmask
This adds the ability to select range finder and/or optical flow fusion for
terrain estimate.
2020-03-19 17:53:30 +01:00
Paul Riseborough 4669aa6312
EKF: Add Emergency yaw recovery using EKF-GSF estimator (#766)
* EKF: Use common rate vector calculation for offset corrections

* EKF: Remove duplicate matrix entry calculations

* EKF: Create a EKF-GSF yaw estimator class

* EKF: add emergency yaw reset functionality

* EKF: remove un-used function

* EKF: Ensure required constants are defined for all builds

* EKF: Fix CI build error

* Revert "EKF: remove un-used function"

This reverts commit 93005309c7f3794414ad99c86218b3062e00bbd3.

* EKF: Replace in-lined Tait-Bryan 312 conversions with function call

Also remove unnecessary operations

* EKF: Remove unnecessary update of external vision rotation matrix

* EKF: Use const

* EKF: use const

* EKF: don't use class variable as a temporary variable

* EKF: update comments

* EKF: Improve efficiency of yaw reset

Use conversion from rotation matrix to Euler angles instead of quaternion to euler angles.

* EKF: use const

* EKF: remove un-used struct element

* EKF: more descriptive function name

* EKF: use existing matrix row operator

* EKF: remove unnecessary rotation matrix update

* EKF: Use square matrix type

* EKF: Improve protection for bad innovation covariance

* EKF: Use matrix library operations

* EKF: Replace memcpy with better alternative

memcpy bypasses compiler sanity checks and is unnecessary in this instance.

* EKF: Split EKF-GSF yaw reset function

Adds a common function to support yaw reset that can be used elsewhere.

* EKF: Use common function for quaternion state and covariance yaw reset

* EKF: Replace inlined matrix operation

* EKF: Use const

* EKF: Change accessor function name

* EKF: Use const

* EKF: Don't create unnecessary duplicate variable locations

* EKF: Remove duplicate covariance innovation inverse

* EKF: Don't create unnecessary duplicate variable locations

* EKF: Rely on geo library to provide gravity

* EKF: Improve protection from bad updates

* EKF: Reduce effect of vibration on yaw estimator AHRS

* EKF: Improve yaw estimator AHRS accuracy during manoeuvre transients
2020-03-05 21:50:52 +11:00
CarlOlsson b6420d0b79 ekf: add vehicle at rest to flags 2020-02-12 18:58:24 +01:00
Paul Riseborough a3347b7e06 EKF: Use more conservative value for delta velocity bias process noise
Smaller values have resulted in bias estimation divergence under some conditions
2020-02-05 15:20:34 +01:00
kamilritz f3d790a664 Update optical flow interface 2020-01-24 16:18:42 +03:00
kamilritz de33885658 Update setExtVisionData interface 2020-01-23 14:50:43 +01:00
kamilritz 37201fb071 Remove legacy imu interface 2020-01-23 09:34:07 +11:00
kamilritz 856961ba85 Update airspeed interface 2020-01-23 09:34:07 +11:00
kamilritz b8a3ed5f09 Update baro interface 2020-01-23 09:34:07 +11:00
kamilritz 74ec80cdc7 Update gps interface 2020-01-23 09:34:07 +11:00
kamilritz 4be9ae8029 Compute the timestamp of average sample correctly 2020-01-21 10:09:48 +03:00
kamilritz 29c5954690 Move baro downsampling and dynamic pressure comp to ECL 2020-01-21 10:09:48 +03:00
kamilritz be11516dd6 Refactor IMU downsampling into its own class 2020-01-09 19:43:29 +11:00
kamilritz 84dcb32bd8 Extend auxVel interface to support 3d velocity 2020-01-08 14:36:03 +01:00
kamilritz 07e8e88e88 Support full vision variance 2020-01-08 14:36:03 +01:00
kamilritz a24aaad861 CleanUp GPS drift checks 2020-01-07 08:14:59 +11:00
kritz 532c9abd4a Expand test framework and test cases (#685)
* Fix comment

* Ekf wrapper for testing

Add utility function for accessing information in the ekf object

* Add step function for Gps sensor

* Add RangeFinder and Flow to simulated sensors

* Add first fusion logic tests

* Add units to function name

* Use EXPECT_TRUE

* Adding missing qualifiers

* Improve EXPECT_ calls

* Improve naming
2019-12-17 11:35:45 +01:00
kamilritz 64652f523b Improve quality of comments 2019-12-12 08:48:10 +01:00
kamilritz 07e804676c Rename IMU biases 2019-12-05 20:09:34 +11:00
kamilritz dae8c2f8dc Group velocity and position as a 3d vector 2019-12-05 20:09:34 +11:00
kamilritz 86b9079bdc Refactoring velPos fusion 2019-12-05 20:09:34 +11:00
bresch 6b5f011bc2 ekf: use PDOP instead of GDOP as the TDOP (part of GDOP) is usually not available
PDOP is the position dillution of precision and is given by sqrt(VDOP^2+HDOP^2)
2019-11-25 17:18:40 -05:00
bresch 811ec81246 parameters: change check_mag_strength from bool to int32_t to comply with the standard interface 2019-11-11 15:29:52 +01:00
Mathieu Bresciani c7bdf25663
[ekf] controlMagFusion refactor and mag field strength check (#662)
* ekf_control: Inhibit mag fusion when field magnitude is large
Move mag inhibition check in separate function

* ekf_control: pull out of functionalities out of controlMagFusion
- yaw abd mag bias observability checks
- mag 3D conditions
- load mag covariances
- set and clear mag control modes

* ekf_control: refactor mag heading/3D start/stop.
Move mag declination, mag 3d and mag heading fusion out of the main function

* ekf_control: extract mag yaw reset and mag declination fusion requirements

* ekf_control: use WMM in isStronMagneticField for mag fusion inhibition
- Correct units of WMM strength table

* ekf_control: extract mag_state_only functionality of AUTOFW (VTOL custom)
Also split inAirYawReset from onGroundYawReset

* ekf_control: extract mag automatic selection
- transform if-else into switch-case for parameter fusion type selection

* ekf_control: extract run3DMagAndDeclFusion, reorganize functions, fix
flag naming in Test script

* ekf_control: do not run mag fusion if tilt is not aligned.
Reset some variables on ground even if mag fusion is not running yet. It
could be that it runs later so we need to make sure that those variables
are properly set.

* ekf_control: move controlMagFusion and related functions to mag_control.cpp

* ekf control: check for validity of mag strength from WMM and falls back
to average earth mag field with larger gate if not valid

* ekf control: remove evyaw check for mag inhibition

* ekf control: change nested ternary operator into if-else if

* Ekf: create AlphaFilter template class for simple low-pass filtering
0.1/0.9 type low-pass filters are commonly used to smooth data, this
class is meant to abstract the computation of this filter

* ekf control: reset heading using mag_lpf data to avoid resetting on an outlier
fixes ecl issue #525

* ekf control: replace mag_states_only flag with mag_field_disturbed and
add parameter to enable or disable mag field strength check

* ekf control: remove AUTOFW mag fusion type as not needed This was implemented for VTOL but did not solve the problem and should not be used anymore

* ekf control: use start/stop mag functions everywhere instead of setting the flag

* ekf control: Run mag fusion depending on yaw_align instead of tilt_align
as there is no reason to fuse mag when the ekf isn't aligned

* AlphaFilter: add test for float and Vector3f
2019-11-08 16:02:59 +01:00
RomanBapst 0e3a0b8659 range_finder_checks: parametrised signal quality hysteresis duration
Signed-off-by: RomanBapst <bapstroman@gmail.com>
2019-10-24 07:55:37 +11:00
RomanBapst 4e946d5bcb implemented synthesized magnetometer Z measurement
- calculate a theoretical value based on the knowledge of the direction
and strength of the magnetic field vector and X/Y sensor measurements
- needs knowledge about location on earth to work
2019-10-08 20:02:16 +11:00
kamilritz f005e0ea8f Remove deprecated ev_innov_gate param 2019-09-27 10:00:45 -04:00
kamilritz 8c061fb6a4 Fixing wrong label of quaternion direction 2019-09-24 08:50:29 +10:00
kamilritz fd6b364c11 posNED to pos and velNED to vel and add ev vel covariances to reset 2019-09-24 07:48:46 +10:00
kamilritz 1e57c4bbec Fix white space 2019-09-24 07:48:46 +10:00
kamilritz 4b30de587f Make vel_pos innov gate variable name clearer 2019-09-24 07:48:46 +10:00
kamilritz 3e8139ff9f Enable vision velocity fusion 2019-09-24 07:48:46 +10:00
kamilritz 149233a9ab Add velocity observations to external vision interface 2019-09-24 07:48:46 +10:00
Nico van Duijn 640e41cba7 EKF: change rangeSample quality to int8_t 2019-09-12 17:45:37 +10:00
Nico van Duijn a12186c285 terrain_estimator: introduce quality metric in rng
This commit introduces a quality measure in the range data. It is
used to properly decide whether to initialize the HAGL estimate on
 sensor data or MIN_HGT parameter, as well as in the decision of
whether a 'fake' measurement should be published on the ground to
allow for optical flow take-offs.
2019-09-12 17:45:37 +10:00
CarlOlsson 7845ff4360 EKF: increase wind process noise scaler to 0.5
Signed-off-by: CarlOlsson <carlolsson.co@gmail.com>
2019-03-19 13:10:12 +11:00
CarlOlsson 32ca6f7030 ekf: scale wind process noise with low pass filtered height rate 2019-03-19 13:10:12 +11:00
Carl Olsson f0889c1760 EKF: fixed some comment typos
Signed-off-by: CarlOlsson <carlolsson.co@gmail.com>
2019-03-18 10:20:33 -04:00
CarlOlsson 490888285d EKF: Remove flag prefix
Signed-off-by: CarlOlsson <carlolsson.co@gmail.com>
2019-01-13 23:48:46 +01:00
CarlOlsson d223680197 EKF: add flt_mag_align_complete to control_status flags
Signed-off-by: CarlOlsson <carlolsson.co@gmail.com>
2019-01-13 23:48:46 +01:00
Paul Riseborough 0220f469b0 EKF: Use more generic variable name for bad yaw fusion flag
This flag now reports on  fusion of data that is not from a magnetometer.
2018-09-19 06:32:43 +10:00
Paul Riseborough 91f886cb5e EKF: Add support for use of GPS heading data.
Heading data is assumed to be from a  dual antenna array at a specified yaw angle offset in body frame, but with the heading data already corrected for antenna offset. The offset is required to apply the correct compensation for combined rotations and to determine when the yaw observation has become badly conditioned.
2018-09-19 06:32:43 +10:00
Paul Riseborough 342c3ab202 EKF: Fix timeout parameter documentation and name
The parameter used to control the maximum dead reckoning time had 'gps' in the parameter name which was confusing because it was used for all measurement types capable of constraining horizontal velocity error growth. The parameter variable has been renamed and the documentation for it improved.
The parameter used to control the maximum time since fusing a measurement before the measurement is considered to be not contributing to aiding had misleading documentation which has been updated.
2018-09-19 06:32:43 +10:00