/**************************************************************************** * * Copyright (c) 2019 PX4 Development Team. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in * the documentation and/or other materials provided with the * distribution. * 3. Neither the name PX4 nor the names of its contributors may be * used to endorse or promote products derived from this software * without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS * OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED * AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * ****************************************************************************/ #include "VehicleAngularVelocity.hpp" #include using namespace matrix; using namespace time_literals; namespace sensors { 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()); } VehicleAngularVelocity::~VehicleAngularVelocity() { Stop(); } bool VehicleAngularVelocity::Start() { // force initial updates ParametersUpdate(true); // sensor_selection needed to change the active sensor if the primary stops updating if (!_sensor_selection_sub.registerCallback()) { PX4_ERR("sensor_selection callback registration failed"); return false; } if (!SensorSelectionUpdate(true)) { ScheduleDelayed(10_ms); } return true; } void VehicleAngularVelocity::Stop() { // clear all registered callbacks _sensor_sub.unregisterCallback(); _sensor_selection_sub.unregisterCallback(); Deinit(); } void VehicleAngularVelocity::CheckFilters() { if (_interval_count > 1000) { bool reset_filters = false; // calculate sensor update rate const float sample_interval_avg = _interval_sum / _interval_count; if (PX4_ISFINITE(sample_interval_avg) && (sample_interval_avg > 0.0f)) { _update_rate_hz = 1.e6f / sample_interval_avg; // 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 (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); _lp_filter_acceleration.set_cutoff_frequency(_filter_sample_rate, _param_imu_dgyro_cutoff.get()); _lp_filter_acceleration.reset(_angular_acceleration_prev); } // reset sample interval accumulator _timestamp_sample_last = 0; } } void VehicleAngularVelocity::SensorBiasUpdate(bool force) { if (_estimator_sensor_bias_sub.updated() || force) { estimator_sensor_bias_s bias; if (_estimator_sensor_bias_sub.copy(&bias)) { if (bias.gyro_device_id == _selected_sensor_device_id) { _bias = Vector3f{bias.gyro_bias}; } else { _bias.zero(); } } } } bool VehicleAngularVelocity::SensorSelectionUpdate(bool force) { if (_sensor_selection_sub.updated() || (_selected_sensor_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) { for (uint8_t i = 0; i < MAX_SENSOR_COUNT; i++) { uORB::SubscriptionData 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)) { if (_sensor_sub.ChangeInstance(i) && _sensor_sub.registerCallback()) { PX4_DEBUG("selected sensor changed %d -> %d", _selected_sensor_sub_index, i); // record selected sensor (array index) _selected_sensor_sub_index = i; _selected_sensor_device_id = sensor_selection.gyro_device_id; // clear bias and corrections _bias.zero(); _calibration.set_device_id(sensor_gyro_sub.get().device_id); // reset sample interval accumulator on sensor change _timestamp_sample_last = 0; _required_sample_updates = 0; return true; } } } 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; } } return false; } void VehicleAngularVelocity::ParametersUpdate(bool force) { // Check if parameters have changed if (_params_sub.updated() || force) { // clear update parameter_update_s param_update; _params_sub.copy(¶m_update); updateParams(); _calibration.ParametersUpdate(); } } void VehicleAngularVelocity::Run() { // backup schedule ScheduleDelayed(10_ms); // update corrections first to set _selected_sensor bool selection_updated = SensorSelectionUpdate(); _calibration.SensorCorrectionsUpdate(selection_updated); SensorBiasUpdate(selection_updated); ParametersUpdate(); // process all outstanding messages sensor_gyro_s sensor_data; 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; // get the sensor data and correct for thermal errors (apply offsets and scale) const Vector3f val{sensor_data.x, sensor_data.y, sensor_data.z}; // correct for in-run bias errors const Vector3f angular_velocity_raw = _calibration.Correct(val) - _bias; // Gyro filtering: // - Apply general notch filter (IMU_GYRO_NF_FREQ) // - Apply general low-pass filter (IMU_GYRO_CUTOFF) // - Differentiate & apply specific angular acceleration (D-term) low-pass (IMU_DGYRO_CUTOFF) const Vector3f angular_velocity_notched{_notch_filter_velocity.apply(angular_velocity_raw)}; const Vector3f angular_velocity{_lp_filter_velocity.apply(angular_velocity_notched)}; const Vector3f angular_acceleration_raw = (angular_velocity - _angular_velocity_prev) / dt; _angular_velocity_prev = angular_velocity; _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()) { bool publish = true; if (_param_imu_gyro_rate_max.get() > 0) { const uint64_t interval = 1e6f / _param_imu_gyro_rate_max.get(); if (hrt_elapsed_time(&_last_publish) < interval) { publish = false; } } if (publish) { // Publish vehicle_angular_acceleration vehicle_angular_acceleration_s v_angular_acceleration; v_angular_acceleration.timestamp_sample = sensor_data.timestamp_sample; angular_acceleration.copyTo(v_angular_acceleration.xyz); v_angular_acceleration.timestamp = hrt_absolute_time(); _vehicle_angular_acceleration_pub.publish(v_angular_acceleration); // Publish vehicle_angular_velocity vehicle_angular_velocity_s v_angular_velocity; v_angular_velocity.timestamp_sample = sensor_data.timestamp_sample; angular_velocity.copyTo(v_angular_velocity.xyz); v_angular_velocity.timestamp = hrt_absolute_time(); _vehicle_angular_velocity_pub.publish(v_angular_velocity); _last_publish = v_angular_velocity.timestamp_sample; return; } } } } 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)); _calibration.PrintStatus(); } } // namespace sensors