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sensors: angular_velocity always get gyro rate from vehicle_imu_status

- sensor rate is used for control data low pass and notch filters
release/1.12
Daniel Agar 4 years ago
parent
commit
7038cb8518
  1. 4
      msg/vehicle_imu_status.msg
  2. 142
      src/modules/sensors/vehicle_angular_velocity/VehicleAngularVelocity.cpp
  3. 27
      src/modules/sensors/vehicle_angular_velocity/VehicleAngularVelocity.hpp

4
msg/vehicle_imu_status.msg

@ -8,8 +8,8 @@ uint32[3] accel_clipping # total clipping per axis @@ -8,8 +8,8 @@ uint32[3] accel_clipping # total clipping per axis
uint32 accel_error_count
uint32 gyro_error_count
uint16 accel_rate_hz
uint16 gyro_rate_hz
float32 accel_rate_hz
float32 gyro_rate_hz
float32 accel_vibration_metric # high frequency vibration level in the IMU delta velocity data (m/s)
float32 gyro_vibration_metric # high frequency vibration level in the IMU delta velocity data (m/s)

142
src/modules/sensors/vehicle_angular_velocity/VehicleAngularVelocity.cpp

@ -35,6 +35,8 @@ @@ -35,6 +35,8 @@
#include <px4_platform_common/log.h>
#include <uORB/topics/vehicle_imu_status.h>
using namespace matrix;
using namespace time_literals;
@ -45,10 +47,7 @@ VehicleAngularVelocity::VehicleAngularVelocity() : @@ -45,10 +47,7 @@ VehicleAngularVelocity::VehicleAngularVelocity() :
ModuleParams(nullptr),
ScheduledWorkItem(MODULE_NAME, px4::wq_configurations::rate_ctrl)
{
_lp_filter_velocity.set_cutoff_frequency(kInitialRateHz, _param_imu_gyro_cutoff.get());
_notch_filter_velocity.setParameters(kInitialRateHz, _param_imu_gyro_nf_freq.get(), _param_imu_gyro_nf_bw.get());
_lp_filter_acceleration.set_cutoff_frequency(kInitialRateHz, _param_imu_dgyro_cutoff.get());
CheckAndUpdateFilters();
}
VehicleAngularVelocity::~VehicleAngularVelocity()
@ -68,7 +67,6 @@ bool VehicleAngularVelocity::Start() @@ -68,7 +67,6 @@ bool VehicleAngularVelocity::Start()
}
if (!SensorSelectionUpdate(true)) {
_selected_sensor_sub_index = 0;
_sensor_sub.registerCallback();
}
@ -84,75 +82,45 @@ void VehicleAngularVelocity::Stop() @@ -84,75 +82,45 @@ void VehicleAngularVelocity::Stop()
Deinit();
}
void VehicleAngularVelocity::CheckFilters()
void VehicleAngularVelocity::CheckAndUpdateFilters()
{
if (_interval_count > 1000) {
bool reset_filters = false;
bool sample_rate_changed = false;
// calculate sensor update rate
const float sample_interval_avg = _interval_sum / _interval_count;
// get sample rate from vehicle_imu_status publication
for (uint8_t i = 0; i < MAX_SENSOR_COUNT; i++) {
uORB::SubscriptionData<vehicle_imu_status_s> imu_status{ORB_ID(vehicle_imu_status), i};
if (PX4_ISFINITE(sample_interval_avg) && (sample_interval_avg > 0.0f)) {
_update_rate_hz = 1.e6f / sample_interval_avg;
const float sample_rate_hz = imu_status.get().gyro_rate_hz;
if ((imu_status.get().gyro_device_id != 0) && (imu_status.get().gyro_device_id == _calibration.device_id())
&& PX4_ISFINITE(sample_rate_hz) && (sample_rate_hz > 0)) {
// check if sample rate error is greater than 1%
if ((fabsf(_update_rate_hz - _filter_sample_rate) / _filter_sample_rate) > 0.01f) {
reset_filters = true;
}
if (reset_filters || (_required_sample_updates == 0)) {
if (_param_imu_gyro_rate_max.get() > 0) {
// determine number of sensor samples that will get closest to the desired rate
const float configured_interval_us = 1e6f / _param_imu_gyro_rate_max.get();
const uint8_t samples = math::constrain(roundf(configured_interval_us / sample_interval_avg), 1.f,
(float)sensor_gyro_s::ORB_QUEUE_LENGTH);
_sensor_sub.set_required_updates(samples);
_required_sample_updates = samples;
} else {
_sensor_sub.set_required_updates(1);
_required_sample_updates = 1;
}
}
}
if (!reset_filters) {
// gyro low pass cutoff frequency changed
if (fabsf(_lp_filter_velocity.get_cutoff_freq() - _param_imu_gyro_cutoff.get()) > 0.01f) {
reset_filters = true;
}
// gyro notch filter frequency or bandwidth changed
if ((fabsf(_notch_filter_velocity.getNotchFreq() - _param_imu_gyro_nf_freq.get()) > 0.01f)
|| (fabsf(_notch_filter_velocity.getBandwidth() - _param_imu_gyro_nf_bw.get()) > 0.01f)) {
reset_filters = true;
}
// gyro derivative low pass cutoff changed
if (fabsf(_lp_filter_acceleration.get_cutoff_freq() - _param_imu_dgyro_cutoff.get()) > 0.01f) {
reset_filters = true;
if ((fabsf(sample_rate_hz - _filter_sample_rate) / _filter_sample_rate) > 0.01f) {
PX4_DEBUG("sample rate changed: %.3f Hz -> %.3f Hz", (double)_filter_sample_rate, (double)sample_rate_hz);
_filter_sample_rate = sample_rate_hz;
sample_rate_changed = true;
break;
}
}
}
if (reset_filters) {
PX4_DEBUG("resetting filters, sample rate: %.3f Hz -> %.3f Hz", (double)_filter_sample_rate, (double)_update_rate_hz);
_filter_sample_rate = _update_rate_hz;
// update software low pass filters
_lp_filter_velocity.set_cutoff_frequency(_filter_sample_rate, _param_imu_gyro_cutoff.get());
_lp_filter_velocity.reset(_angular_velocity_prev);
_notch_filter_velocity.setParameters(_filter_sample_rate, _param_imu_gyro_nf_freq.get(), _param_imu_gyro_nf_bw.get());
_notch_filter_velocity.reset(_angular_velocity_prev);
// update software low pass filters
if (sample_rate_changed || (fabsf(_lp_filter_velocity.get_cutoff_freq() - _param_imu_gyro_cutoff.get()) > 0.1f)) {
_lp_filter_velocity.set_cutoff_frequency(_filter_sample_rate, _param_imu_gyro_cutoff.get());
_lp_filter_velocity.reset(_angular_velocity_prev);
}
_lp_filter_acceleration.set_cutoff_frequency(_filter_sample_rate, _param_imu_dgyro_cutoff.get());
_lp_filter_acceleration.reset(_angular_acceleration_prev);
}
if (sample_rate_changed
|| (fabsf(_notch_filter_velocity.getNotchFreq() - _param_imu_gyro_nf_freq.get()) > 0.1f)
|| (fabsf(_notch_filter_velocity.getBandwidth() - _param_imu_gyro_nf_bw.get()) > 0.1f)
) {
_notch_filter_velocity.setParameters(_filter_sample_rate, _param_imu_gyro_nf_freq.get(), _param_imu_gyro_nf_bw.get());
_notch_filter_velocity.reset(_angular_velocity_prev);
}
// reset sample interval accumulator
_timestamp_sample_last = 0;
if (sample_rate_changed || (fabsf(_lp_filter_acceleration.get_cutoff_freq() - _param_imu_dgyro_cutoff.get()) > 0.1f)) {
_lp_filter_acceleration.set_cutoff_frequency(_filter_sample_rate, _param_imu_dgyro_cutoff.get());
_lp_filter_acceleration.reset(_angular_acceleration_prev);
}
}
@ -171,7 +139,7 @@ void VehicleAngularVelocity::SensorBiasUpdate(bool force) @@ -171,7 +139,7 @@ void VehicleAngularVelocity::SensorBiasUpdate(bool force)
estimator_sensor_bias_s bias;
if (_estimator_sensor_bias_sub.copy(&bias)) {
if (bias.gyro_device_id == _selected_sensor_device_id) {
if (bias.gyro_device_id == _calibration.device_id()) {
_bias = Vector3f{bias.gyro_bias};
} else {
@ -183,31 +151,27 @@ void VehicleAngularVelocity::SensorBiasUpdate(bool force) @@ -183,31 +151,27 @@ void VehicleAngularVelocity::SensorBiasUpdate(bool force)
bool VehicleAngularVelocity::SensorSelectionUpdate(bool force)
{
if (_sensor_selection_sub.updated() || (_selected_sensor_device_id == 0) || force) {
if (_sensor_selection_sub.updated() || (_calibration.device_id() == 0) || force) {
sensor_selection_s sensor_selection{};
_sensor_selection_sub.copy(&sensor_selection);
if (_selected_sensor_device_id != sensor_selection.gyro_device_id) {
if ((sensor_selection.gyro_device_id != 0) && (_calibration.device_id() != sensor_selection.gyro_device_id)) {
for (uint8_t i = 0; i < MAX_SENSOR_COUNT; i++) {
uORB::SubscriptionData<sensor_gyro_s> sensor_gyro_sub{ORB_ID(sensor_gyro), i};
if ((sensor_gyro_sub.get().device_id != 0) && (sensor_gyro_sub.get().device_id == sensor_selection.gyro_device_id)) {
const uint32_t device_id = sensor_gyro_sub.get().device_id;
if (_sensor_sub.ChangeInstance(i) && _sensor_sub.registerCallback()) {
PX4_DEBUG("selected sensor changed %d -> %d", _selected_sensor_sub_index, i);
if ((device_id != 0) && (device_id == sensor_selection.gyro_device_id)) {
// record selected sensor (array index)
_selected_sensor_sub_index = i;
_selected_sensor_device_id = sensor_selection.gyro_device_id;
if (_sensor_sub.ChangeInstance(i) && _sensor_sub.registerCallback()) {
PX4_DEBUG("selected sensor changed %d -> %d", _calibration.device_id(), device_id);
// clear bias and corrections
_bias.zero();
_calibration.set_device_id(sensor_gyro_sub.get().device_id);
_calibration.set_device_id(device_id);
// reset sample interval accumulator on sensor change
_timestamp_sample_last = 0;
_required_sample_updates = 0;
CheckAndUpdateFilters();
return true;
}
@ -215,8 +179,7 @@ bool VehicleAngularVelocity::SensorSelectionUpdate(bool force) @@ -215,8 +179,7 @@ bool VehicleAngularVelocity::SensorSelectionUpdate(bool force)
}
PX4_ERR("unable to find or subscribe to selected sensor (%d)", sensor_selection.gyro_device_id);
_selected_sensor_device_id = 0;
_selected_sensor_sub_index = 0;
_calibration.set_device_id(0);
}
}
@ -234,6 +197,8 @@ void VehicleAngularVelocity::ParametersUpdate(bool force) @@ -234,6 +197,8 @@ void VehicleAngularVelocity::ParametersUpdate(bool force)
updateParams();
_calibration.ParametersUpdate();
CheckAndUpdateFilters();
}
}
@ -254,18 +219,6 @@ void VehicleAngularVelocity::Run() @@ -254,18 +219,6 @@ void VehicleAngularVelocity::Run()
while (_sensor_sub.update(&sensor_data)) {
// collect sample interval average for filters
if ((_timestamp_sample_last > 0) && (sensor_data.timestamp_sample > _timestamp_sample_last)) {
_interval_sum += (sensor_data.timestamp_sample - _timestamp_sample_last);
_interval_count++;
} else {
_interval_sum = 0.f;
_interval_count = 0.f;
}
_timestamp_sample_last = sensor_data.timestamp_sample;
// Guard against too small (< 0.2ms) and too large (> 20ms) dt's.
const float dt = math::constrain(((sensor_data.timestamp_sample - _timestamp_sample_prev) / 1e6f), 0.0002f, 0.02f);
_timestamp_sample_prev = sensor_data.timestamp_sample;
@ -290,7 +243,6 @@ void VehicleAngularVelocity::Run() @@ -290,7 +243,6 @@ void VehicleAngularVelocity::Run()
_angular_acceleration_prev = angular_acceleration_raw;
const Vector3f angular_acceleration{_lp_filter_acceleration.apply(angular_acceleration_raw)};
CheckFilters();
// publish once all new samples are processed
if (!_sensor_sub.updated()) {
@ -328,9 +280,9 @@ void VehicleAngularVelocity::Run() @@ -328,9 +280,9 @@ void VehicleAngularVelocity::Run()
void VehicleAngularVelocity::PrintStatus()
{
PX4_INFO("selected sensor: %d (%d), rate: %.1f Hz",
_selected_sensor_device_id, _selected_sensor_sub_index, (double)_update_rate_hz);
PX4_INFO("estimated bias: [%.4f %.4f %.4f]", (double)_bias(0), (double)_bias(1), (double)_bias(2));
PX4_INFO("selected sensor: %d, rate: %.1f Hz, estimated bias: [%.4f %.4f %.4f]",
_calibration.device_id(), (double)_filter_sample_rate,
(double)_bias(0), (double)_bias(1), (double)_bias(2));
_calibration.PrintStatus();
}

27
src/modules/sensors/vehicle_angular_velocity/VehicleAngularVelocity.hpp

@ -70,7 +70,7 @@ public: @@ -70,7 +70,7 @@ public:
private:
void Run() override;
void CheckFilters();
void CheckAndUpdateFilters();
void ParametersUpdate(bool force = false);
void SensorBiasUpdate(bool force = false);
bool SensorSelectionUpdate(bool force = false);
@ -89,33 +89,22 @@ private: @@ -89,33 +89,22 @@ private:
calibration::Gyroscope _calibration{};
matrix::Vector3f _bias{0.f, 0.f, 0.f};
matrix::Vector3f _bias{};
matrix::Vector3f _angular_acceleration_prev{0.f, 0.f, 0.f};
matrix::Vector3f _angular_velocity_prev{0.f, 0.f, 0.f};
matrix::Vector3f _angular_acceleration_prev{};
matrix::Vector3f _angular_velocity_prev{};
hrt_abstime _timestamp_sample_prev{0};
hrt_abstime _last_publish{0};
static constexpr const float kInitialRateHz{1000.0f}; /**< sensor update rate used for initialization */
float _update_rate_hz{kInitialRateHz}; /**< current rate-controller loop update rate in [Hz] */
uint8_t _required_sample_updates{0}; /**< number or sensor publications required for configured rate */
static constexpr const float kInitialRateHz{1000.f}; /**< sensor update rate used for initialization */
float _filter_sample_rate{kInitialRateHz};
// angular velocity filters
math::LowPassFilter2pVector3f _lp_filter_velocity{kInitialRateHz, 30.0f};
math::LowPassFilter2pVector3f _lp_filter_velocity{kInitialRateHz, 30.f};
math::NotchFilter<matrix::Vector3f> _notch_filter_velocity{};
// angular acceleration filter
math::LowPassFilter2pVector3f _lp_filter_acceleration{kInitialRateHz, 30.0f};
float _filter_sample_rate{kInitialRateHz};
uint32_t _selected_sensor_device_id{0};
uint8_t _selected_sensor_sub_index{0};
hrt_abstime _timestamp_sample_last{0};
float _interval_sum{0.f};
float _interval_count{0.f};
math::LowPassFilter2pVector3f _lp_filter_acceleration{kInitialRateHz, 30.f};
DEFINE_PARAMETERS(
(ParamFloat<px4::params::IMU_GYRO_CUTOFF>) _param_imu_gyro_cutoff,

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