ekf2: cleanup terrain estimator init (shouldn't be valid by default)

- with Ekf::initialiseFilter() resetting _time_last_hagl_fuse the terrain estimate was technically valid regardless of any range or flow data availability and as a result optical flow fusion is able to start and stay active
 - only consider terrain estimate valid based on control status flags and recent fusion
This commit is contained in:
Daniel Agar
2022-11-14 09:29:46 -05:00
committed by GitHub
parent d7fde289de
commit bd5bc9d207
5 changed files with 608 additions and 613 deletions
-2
View File
@@ -204,8 +204,6 @@ bool Ekf::initialiseFilter()
_time_last_hgt_fuse = _imu_sample_delayed.time_us;
_time_last_hor_pos_fuse = _imu_sample_delayed.time_us;
_time_last_hor_vel_fuse = _imu_sample_delayed.time_us;
_time_last_hagl_fuse = _imu_sample_delayed.time_us;
_time_last_flow_terrain_fuse = _imu_sample_delayed.time_us;
// reset the output predictor state history to match the EKF initial values
alignOutputFilter();
+1 -5
View File
@@ -285,7 +285,7 @@ public:
return !_vertical_velocity_deadreckon_time_exceeded && !_control_status.flags.fake_hgt;
}
bool isTerrainEstimateValid() const { return _hagl_valid; };
bool isTerrainEstimateValid() const;
bool isYawFinalAlignComplete() const
{
@@ -451,8 +451,6 @@ private:
void updateHorizontalDeadReckoningstatus();
void updateVerticalDeadReckoningStatus();
void updateTerrainValidity();
struct {
uint8_t velNE_counter; ///< number of horizontal position reset events (allow to wrap if count exceeds 255)
uint8_t velD_counter; ///< number of vertical velocity reset events (allow to wrap if count exceeds 255)
@@ -630,7 +628,6 @@ private:
float _terrain_var{1e4f}; ///< variance of terrain position estimate (m**2)
uint8_t _terrain_vpos_reset_counter{0}; ///< number of times _terrain_vpos has been reset
uint64_t _time_last_hagl_fuse{0}; ///< last system time that a range sample was fused by the terrain estimator
bool _hagl_valid{false}; ///< true when the height above ground estimate is valid
terrain_fusion_status_u _hagl_sensor_status{}; ///< Struct indicating type of sensor used to estimate height above ground
// height sensor status
@@ -766,7 +763,6 @@ private:
void fuseFlowForTerrain();
void controlHaglFakeFusion();
void resetHaglFake();
// reset the heading and magnetic field states using the declination and magnetometer measurements
// return true if successful
+19 -18
View File
@@ -45,7 +45,14 @@
void Ekf::initHagl()
{
resetHaglFake();
stopHaglFlowFusion();
stopHaglRngFusion();
// assume a ground clearance
_terrain_vpos = _state.pos(2) + _params.rng_gnd_clearance;
// use the ground clearance value as our uncertainty
_terrain_var = sq(_params.rng_gnd_clearance);
}
void Ekf::runTerrainEstimator()
@@ -66,8 +73,6 @@ void Ekf::runTerrainEstimator()
if (_terrain_vpos - _state.pos(2) < _params.rng_gnd_clearance) {
_terrain_vpos = _params.rng_gnd_clearance + _state.pos(2);
}
updateTerrainValidity();
}
void Ekf::predictHagl()
@@ -306,7 +311,7 @@ void Ekf::stopHaglFlowFusion()
void Ekf::resetHaglFlow()
{
// TODO: use the flow data
_terrain_vpos = fmaxf(0.0f, _state.pos(2));
_terrain_vpos = fmaxf(0.0f, _state.pos(2));
_terrain_var = 100.0f;
_terrain_vpos_reset_counter++;
}
@@ -410,27 +415,23 @@ void Ekf::controlHaglFakeFusion()
if (!_control_status.flags.in_air
&& !_hagl_sensor_status.flags.range_finder
&& !_hagl_sensor_status.flags.flow) {
resetHaglFake();
initHagl();
}
}
void Ekf::resetHaglFake()
{
// assume a ground clearance
_terrain_vpos = _state.pos(2) + _params.rng_gnd_clearance;
// use the ground clearance value as our uncertainty
_terrain_var = sq(_params.rng_gnd_clearance);
_time_last_hagl_fuse = _imu_sample_delayed.time_us;
}
void Ekf::updateTerrainValidity()
bool Ekf::isTerrainEstimateValid() const
{
// we have been fusing range finder measurements in the last 5 seconds
const bool recent_range_fusion = isRecent(_time_last_hagl_fuse, (uint64_t)5e6);
if (_hagl_sensor_status.flags.range_finder && isRecent(_time_last_hagl_fuse, (uint64_t)5e6)) {
return true;
}
// we have been fusing optical flow measurements for terrain estimation within the last 5 seconds
// this can only be the case if the main filter does not fuse optical flow
const bool recent_flow_for_terrain_fusion = isRecent(_time_last_flow_terrain_fuse, (uint64_t)5e6);
if (_hagl_sensor_status.flags.flow && isRecent(_time_last_flow_terrain_fuse, (uint64_t)5e6)) {
return true;
}
_hagl_valid = (recent_range_fusion || recent_flow_for_terrain_fusion);
return false;
}