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ekf2_terr: refactor terrain estimator - flow aiding

master
bresch 3 years ago committed by Daniel Agar
parent
commit
2fb7b35a8b
  1. 13
      src/modules/ekf2/EKF/control.cpp
  2. 7
      src/modules/ekf2/EKF/ekf.h
  3. 71
      src/modules/ekf2/EKF/terrain_estimator.cpp

13
src/modules/ekf2/EKF/control.cpp

@ -134,19 +134,9 @@ void Ekf::controlFusionModes() @@ -134,19 +134,9 @@ void Ekf::controlFusionModes()
// We don't fuse flow data immediately because we have to wait for the mid integration point to fall behind the fusion time horizon.
// This means we stop looking for new data until the old data has been fused, unless we are not fusing optical flow,
// in this case we need to empty the buffer
if (!_flow_data_ready || !_control_status.flags.opt_flow) {
if (!_flow_data_ready || (!_control_status.flags.opt_flow && !_hagl_sensor_status.flags.flow)) {
_flow_data_ready = _flow_buffer->pop_first_older_than(_imu_sample_delayed.time_us, &_flow_sample_delayed);
}
// check if we should fuse flow data for terrain estimation
if (!_flow_for_terrain_data_ready && _flow_data_ready && _control_status.flags.in_air) {
// TODO: WARNING, _flow_data_ready can be modified in controlOpticalFlowFusion
// due to some checks failing
// only fuse flow for terrain if range data hasn't been fused for 5 seconds
_flow_for_terrain_data_ready = isTimedOut(_time_last_hagl_fuse, (uint64_t)5E6);
// only fuse flow for terrain if the main filter is not fusing flow and we are using gps
_flow_for_terrain_data_ready &= (!_control_status.flags.opt_flow && _control_status.flags.gps);
}
}
if (_ext_vision_buffer) {
@ -420,7 +410,6 @@ void Ekf::controlOpticalFlowFusion() @@ -420,7 +410,6 @@ void Ekf::controlOpticalFlowFusion()
} else {
// don't use this flow data and wait for the next data to arrive
_flow_data_ready = false;
_flow_for_terrain_data_ready = false; // TODO: find a better place
}
}

7
src/modules/ekf2/EKF/ekf.h

@ -680,8 +680,6 @@ private: @@ -680,8 +680,6 @@ private:
// initialise the terrain vertical position estimator
void initHagl();
bool shouldUseOpticalFlowForHagl() const { return (_params.terrain_fusion_mode & TerrainFusionMask::TerrainFuseOpticalFlow); }
void runTerrainEstimator();
void predictHagl();
@ -695,8 +693,11 @@ private: @@ -695,8 +693,11 @@ private:
float getRngVar();
// update the terrain vertical position estimate using an optical flow measurement
void fuseFlowForTerrain();
void controlHaglFlowFusion();
void startHaglFlowFusion();
void resetHaglFlow();
void stopHaglFlowFusion();
void fuseFlowForTerrain();
void controlHaglFakeFusion();
void resetHaglFake();

71
src/modules/ekf2/EKF/terrain_estimator.cpp

@ -57,15 +57,8 @@ void Ekf::runTerrainEstimator() @@ -57,15 +57,8 @@ void Ekf::runTerrainEstimator()
predictHagl();
// Fuse range finder data if available
controlHaglRngFusion();
if (shouldUseOpticalFlowForHagl()
&& _flow_for_terrain_data_ready) {
fuseFlowForTerrain();
_flow_for_terrain_data_ready = false;
}
controlHaglFlowFusion();
controlHaglFakeFusion();
// constrain _terrain_vpos to be a minimum of _params.rng_gnd_clearance larger than _state.pos(2)
@ -239,8 +232,68 @@ void Ekf::fuseHaglRng() @@ -239,8 +232,68 @@ void Ekf::fuseHaglRng()
}
}
void Ekf::controlHaglFlowFusion()
{
if (!(_params.terrain_fusion_mode & TerrainFusionMask::TerrainFuseOpticalFlow)) {
stopHaglFlowFusion();
return;
}
if (_flow_data_ready) {
const bool continuing_conditions_passing = _control_status.flags.in_air
&& !_control_status.flags.opt_flow
&& _control_status.flags.gps
&& isTimedOut(_time_last_hagl_fuse, 5e6f); // TODO: check for range_finder hagl aiding instead?
/* && !_hagl_sensor_status.flags.range_finder; */
const bool starting_conditions_passing = continuing_conditions_passing;
if (_hagl_sensor_status.flags.flow) {
if (continuing_conditions_passing) {
// TODO: wait until the midpoint of the flow sample has fallen behind the fusion time horizon
fuseFlowForTerrain();
_flow_data_ready = false;
// TODO: do something when failing continuously the innovation check
/* const bool is_fusion_failing = isTimedOut(_time_last_flow_terrain_fuse, _params.reset_timeout_max); */
/* if (is_fusion_failing) { */
/* resetHaglFlow(); */
/* } */
} else {
stopHaglFlowFusion();
}
} else {
if (starting_conditions_passing) {
startHaglFlowFusion();
}
}
} else if (_hagl_sensor_status.flags.flow
&& (_imu_sample_delayed.time_us > _flow_sample_delayed.time_us + (uint64_t)5e6)) {
// No data anymore. Stop until it comes back.
stopHaglFlowFusion();
}
}
void Ekf::startHaglFlowFusion()
{
_hagl_sensor_status.flags.flow = true;
// TODO: do a reset instead of trying to fuse the data?
fuseFlowForTerrain();
_flow_data_ready = false;
}
void Ekf::stopHaglFlowFusion()
{
_hagl_sensor_status.flags.flow = false;
}
void Ekf::resetHaglFlow()
{
// TODO: use the flow data
_terrain_vpos = fmaxf(0.0f, _state.pos(2));
_terrain_var = 100.0f;
_terrain_vpos_reset_counter++;
@ -374,6 +427,4 @@ void Ekf::updateTerrainValidity() @@ -374,6 +427,4 @@ void Ekf::updateTerrainValidity()
const bool recent_flow_for_terrain_fusion = isRecent(_time_last_flow_terrain_fuse, (uint64_t)5e6);
_hagl_valid = (recent_range_fusion || recent_flow_for_terrain_fusion);
_hagl_sensor_status.flags.flow = shouldUseOpticalFlowForHagl() && recent_flow_for_terrain_fusion;
}

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