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EKF: delay final allocation of observation buffers until required

master
Paul Riseborough 7 years ago
parent
commit
d785a19c0a
  1. 5
      EKF/RingBuffer.h
  2. 113
      EKF/estimator_interface.cpp
  3. 20
      EKF/estimator_interface.h

5
EKF/RingBuffer.h

@ -151,6 +151,11 @@ public: @@ -151,6 +151,11 @@ public:
// return ttrue if allocated
unsigned is_allocated()
{
return (_buffer != NULL);
}
private:
data_type *_buffer{nullptr};

113
EKF/estimator_interface.cpp

@ -94,9 +94,16 @@ void EstimatorInterface::setIMUData(uint64_t time_usec, uint64_t delta_ang_dt, u @@ -94,9 +94,16 @@ void EstimatorInterface::setIMUData(uint64_t time_usec, uint64_t delta_ang_dt, u
_imu_ticks = 0;
_imu_updated = true;
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_drag_buffer_pass && !_drag_buffer_fail) {
_drag_buffer_pass = _drag_buffer.allocate(_obs_buffer_length);
_drag_buffer_fail = !_drag_buffer_pass;
}
// down-sample the drag specific force data by accumulating and calculating the mean when
// sufficient samples have been collected
if (_params.fusion_mode & MASK_USE_DRAG) {
if ((_params.fusion_mode & MASK_USE_DRAG) && _drag_buffer_pass) {
_drag_sample_count ++;
// note acceleration is accumulated as a delta velocity
_drag_down_sampled.accelXY(0) += imu_sample_new.delta_vel(0);
@ -119,7 +126,6 @@ void EstimatorInterface::setIMUData(uint64_t time_usec, uint64_t delta_ang_dt, u @@ -119,7 +126,6 @@ void EstimatorInterface::setIMUData(uint64_t time_usec, uint64_t delta_ang_dt, u
_drag_down_sampled.accelXY(1) /= _drag_sample_time_dt;
_drag_down_sampled.time_us /= _drag_sample_count;
// write to buffer
_drag_buffer.push(_drag_down_sampled);
// reset accumulators
@ -146,8 +152,24 @@ void EstimatorInterface::setIMUData(uint64_t time_usec, uint64_t delta_ang_dt, u @@ -146,8 +152,24 @@ void EstimatorInterface::setIMUData(uint64_t time_usec, uint64_t delta_ang_dt, u
void EstimatorInterface::setMagData(uint64_t time_usec, float (&data)[3])
{
if (!_initialised) {
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_mag_buffer_pass && !_mag_buffer_fail) {
_mag_buffer_pass = _mag_buffer.allocate(_obs_buffer_length);
_mag_buffer_fail = !_mag_buffer_pass;
if (_mag_buffer_fail) {
ECL_ERR("EKF mag buffer allocation failed");
}
}
// limit data rate to prevent data being lost
if (time_usec - _time_last_mag > _min_obs_interval_us) {
if ((time_usec - _time_last_mag > _min_obs_interval_us) && _mag_buffer_pass) {
magSample mag_sample_new;
mag_sample_new.time_us = time_usec - _params.mag_delay_ms * 1000;
@ -158,6 +180,7 @@ void EstimatorInterface::setMagData(uint64_t time_usec, float (&data)[3]) @@ -158,6 +180,7 @@ void EstimatorInterface::setMagData(uint64_t time_usec, float (&data)[3])
mag_sample_new.mag = Vector3f(data);
_mag_buffer.push(mag_sample_new);
}
}
@ -167,6 +190,17 @@ void EstimatorInterface::setGpsData(uint64_t time_usec, struct gps_message *gps) @@ -167,6 +190,17 @@ void EstimatorInterface::setGpsData(uint64_t time_usec, struct gps_message *gps)
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_gps_buffer_pass && !_gps_buffer_fail) {
_gps_buffer_pass = _gps_buffer.allocate(_obs_buffer_length);
_gps_buffer_fail = !_gps_buffer_pass;
}
if (!_gps_buffer_pass) {
return;
}
// limit data rate to prevent data being lost
bool need_gps = (_params.fusion_mode & MASK_USE_GPS) || (_params.vdist_sensor_type == VDIST_SENSOR_GPS);
@ -198,6 +232,7 @@ void EstimatorInterface::setGpsData(uint64_t time_usec, struct gps_message *gps) @@ -198,6 +232,7 @@ void EstimatorInterface::setGpsData(uint64_t time_usec, struct gps_message *gps)
} else {
gps_sample_new.pos(0) = 0.0f;
gps_sample_new.pos(1) = 0.0f;
}
_gps_buffer.push(gps_sample_new);
@ -210,8 +245,15 @@ void EstimatorInterface::setBaroData(uint64_t time_usec, float data) @@ -210,8 +245,15 @@ void EstimatorInterface::setBaroData(uint64_t time_usec, float data)
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_baro_buffer_pass && !_baro_buffer_fail) {
_baro_buffer_pass = _baro_buffer.allocate(_obs_buffer_length);
_baro_buffer_fail = !_baro_buffer_pass;
}
// limit data rate to prevent data being lost
if (time_usec - _time_last_baro > _min_obs_interval_us) {
if ((time_usec - _time_last_baro > _min_obs_interval_us) && _baro_buffer_pass) {
baroSample baro_sample_new;
baro_sample_new.hgt = data;
@ -232,8 +274,15 @@ void EstimatorInterface::setAirspeedData(uint64_t time_usec, float true_airspeed @@ -232,8 +274,15 @@ void EstimatorInterface::setAirspeedData(uint64_t time_usec, float true_airspeed
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_airspeed_buffer_pass && !_airspeed_buffer_fail) {
_airspeed_buffer_pass = _airspeed_buffer.allocate(_obs_buffer_length);
_airspeed_buffer_fail = !_airspeed_buffer_pass;
}
// limit data rate to prevent data being lost
if (time_usec - _time_last_airspeed > _min_obs_interval_us) {
if ((time_usec - _time_last_airspeed > _min_obs_interval_us) && _airspeed_buffer_pass) {
airspeedSample airspeed_sample_new;
airspeed_sample_new.true_airspeed = true_airspeed;
airspeed_sample_new.eas2tas = eas2tas;
@ -251,8 +300,15 @@ void EstimatorInterface::setRangeData(uint64_t time_usec, float data) @@ -251,8 +300,15 @@ void EstimatorInterface::setRangeData(uint64_t time_usec, float data)
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_range_buffer_pass && !_range_buffer_fail) {
_range_buffer_pass = _range_buffer.allocate(_obs_buffer_length);
_range_buffer_fail = !_range_buffer_pass;
}
// limit data rate to prevent data being lost
if (time_usec - _time_last_range > _min_obs_interval_us) {
if ((time_usec - _time_last_range > _min_obs_interval_us) && _range_buffer_pass) {
rangeSample range_sample_new;
range_sample_new.rng = data;
range_sample_new.time_us = time_usec - _params.range_delay_ms * 1000;
@ -269,8 +325,15 @@ void EstimatorInterface::setOpticalFlowData(uint64_t time_usec, flow_message *fl @@ -269,8 +325,15 @@ void EstimatorInterface::setOpticalFlowData(uint64_t time_usec, flow_message *fl
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_flow_buffer_pass && !_flow_buffer_fail) {
_flow_buffer_pass = _flow_buffer.allocate(_obs_buffer_length);
_flow_buffer_fail = !_flow_buffer_pass;
}
// limit data rate to prevent data being lost
if (time_usec - _time_last_optflow > _min_obs_interval_us) {
if ((time_usec - _time_last_optflow > _min_obs_interval_us) && _flow_buffer_pass) {
// check if enough integration time and fail if integration time is less than 50%
// of min arrival interval because too much data is being lost
float delta_time = 1e-6f * (float)flow->dt;
@ -300,8 +363,10 @@ void EstimatorInterface::setOpticalFlowData(uint64_t time_usec, flow_message *fl @@ -300,8 +363,10 @@ void EstimatorInterface::setOpticalFlowData(uint64_t time_usec, flow_message *fl
flowSample optflow_sample_new;
// calculate the system time-stamp for the mid point of the integration period
optflow_sample_new.time_us = time_usec - _params.flow_delay_ms * 1000 - flow->dt / 2;
// copy the quality metric returned by the PX4Flow sensor
optflow_sample_new.quality = flow->quality;
// NOTE: the EKF uses the reverse sign convention to the flow sensor. EKF assumes positive LOS rate is produced by a RH rotation of the image about the sensor axis.
// copy the optical and gyro measured delta angles
optflow_sample_new.gyroXYZ = - flow->gyrodata;
@ -319,10 +384,11 @@ void EstimatorInterface::setOpticalFlowData(uint64_t time_usec, flow_message *fl @@ -319,10 +384,11 @@ void EstimatorInterface::setOpticalFlowData(uint64_t time_usec, flow_message *fl
// compensate for body motion to give a LOS rate
optflow_sample_new.flowRadXYcomp(0) = optflow_sample_new.flowRadXY(0) - optflow_sample_new.gyroXYZ(0);
optflow_sample_new.flowRadXYcomp(1) = optflow_sample_new.flowRadXY(1) - optflow_sample_new.gyroXYZ(1);
// convert integration interval to seconds
optflow_sample_new.dt = delta_time;
_time_last_optflow = time_usec;
// push to buffer
_flow_buffer.push(optflow_sample_new);
}
}
@ -335,20 +401,30 @@ void EstimatorInterface::setExtVisionData(uint64_t time_usec, ext_vision_message @@ -335,20 +401,30 @@ void EstimatorInterface::setExtVisionData(uint64_t time_usec, ext_vision_message
return;
}
// Allocate the required buffer size if not previously done
// Do not retry if allocation has failed previously
if (!_ev_buffer_pass && !_ev_buffer_fail) {
_ev_buffer_pass = _ext_vision_buffer.allocate(_obs_buffer_length);
_ev_buffer_fail = !_ev_buffer_pass;
}
// limit data rate to prevent data being lost
if (time_usec - _time_last_ext_vision > _min_obs_interval_us) {
if ((time_usec - _time_last_ext_vision > _min_obs_interval_us) && _ev_buffer_pass) {
extVisionSample ev_sample_new;
// calculate the system time-stamp for the mid point of the integration period
ev_sample_new.time_us = time_usec - _params.ev_delay_ms * 1000;
// copy required data
ev_sample_new.angErr = evdata->angErr;
ev_sample_new.posErr = evdata->posErr;
ev_sample_new.quat = evdata->quat;
ev_sample_new.posNED = evdata->posNED;
// record time for comparison next measurement
_time_last_ext_vision = time_usec;
// push to buffer
_ext_vision_buffer.push(ev_sample_new);
}
}
@ -376,14 +452,14 @@ bool EstimatorInterface::initialise_interface(uint64_t timestamp) @@ -376,14 +452,14 @@ bool EstimatorInterface::initialise_interface(uint64_t timestamp)
_obs_buffer_length = math::min(_obs_buffer_length, _imu_buffer_length);
if (!(_imu_buffer.allocate(_imu_buffer_length) &&
_gps_buffer.allocate(_obs_buffer_length) &&
_mag_buffer.allocate(_obs_buffer_length) &&
_baro_buffer.allocate(_obs_buffer_length) &&
_range_buffer.allocate(_obs_buffer_length) &&
_airspeed_buffer.allocate(_obs_buffer_length) &&
_flow_buffer.allocate(_obs_buffer_length) &&
_ext_vision_buffer.allocate(_obs_buffer_length) &&
_drag_buffer.allocate(_obs_buffer_length) &&
_gps_buffer.allocate(1) &&
_mag_buffer.allocate(1) &&
_baro_buffer.allocate(1) &&
_range_buffer.allocate(1) &&
_airspeed_buffer.allocate(1) &&
_flow_buffer.allocate(1) &&
_ext_vision_buffer.allocate(1) &&
_drag_buffer.allocate(1) &&
_output_buffer.allocate(_imu_buffer_length) &&
_output_vert_buffer.allocate(_imu_buffer_length))) {
ECL_ERR("EKF buffer allocation failed!");
@ -455,6 +531,7 @@ void EstimatorInterface::unallocate_buffers() @@ -455,6 +531,7 @@ void EstimatorInterface::unallocate_buffers()
_ext_vision_buffer.unallocate();
_output_buffer.unallocate();
_output_vert_buffer.unallocate();
_drag_buffer.unallocate();
}

20
EKF/estimator_interface.h

@ -453,6 +453,26 @@ protected: @@ -453,6 +453,26 @@ protected:
RingBuffer<outputVert> _output_vert_buffer;
RingBuffer<dragSample> _drag_buffer;
// observation buffer final allocation failed
bool _gps_buffer_fail{false};
bool _mag_buffer_fail{false};
bool _baro_buffer_fail{false};
bool _range_buffer_fail{false};
bool _airspeed_buffer_fail{false};
bool _flow_buffer_fail{false};
bool _ev_buffer_fail{false};
bool _drag_buffer_fail{false};
// observation buffer final allocation succeeded
bool _gps_buffer_pass{false};
bool _mag_buffer_pass{false};
bool _baro_buffer_pass{false};
bool _range_buffer_pass{false};
bool _airspeed_buffer_pass{false};
bool _flow_buffer_pass{false};
bool _ev_buffer_pass{false};
bool _drag_buffer_pass{false};
uint64_t _time_last_imu{0}; // timestamp of last imu sample in microseconds
uint64_t _time_last_gps{0}; // timestamp of last gps measurement in microseconds
uint64_t _time_last_mag{0}; // timestamp of last magnetometer measurement in microseconds

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