#include "imu_down_sampler.hpp" ImuDownSampler::ImuDownSampler(float target_dt_sec) : _target_dt{target_dt_sec} { reset(); } // integrate imu samples until target dt reached // assumes that dt of the gyroscope is close to the dt of the accelerometer // returns true if target dt is reached bool ImuDownSampler::update(const imuSample &imu_sample_new) { if (_do_reset) { reset(); } // accumulate time deltas _imu_down_sampled.delta_ang_dt += imu_sample_new.delta_ang_dt; _imu_down_sampled.delta_vel_dt += imu_sample_new.delta_vel_dt; _imu_down_sampled.time_us = imu_sample_new.time_us; _imu_down_sampled.delta_vel_clipping[0] += imu_sample_new.delta_vel_clipping[0]; _imu_down_sampled.delta_vel_clipping[1] += imu_sample_new.delta_vel_clipping[1]; _imu_down_sampled.delta_vel_clipping[2] += imu_sample_new.delta_vel_clipping[2]; // use a quaternion to accumulate delta angle data // this quaternion represents the rotation from the start to end of the accumulation period const Quatf delta_q(AxisAnglef(imu_sample_new.delta_ang)); _delta_angle_accumulated = _delta_angle_accumulated * delta_q; _delta_angle_accumulated.normalize(); // rotate the accumulated delta velocity data forward each time so it is always in the updated rotation frame const Dcmf delta_R(delta_q.inversed()); _imu_down_sampled.delta_vel = delta_R * _imu_down_sampled.delta_vel; // accumulate the most recent delta velocity data at the updated rotation frame // assume effective sample time is halfway between the previous and current rotation frame _imu_down_sampled.delta_vel += (imu_sample_new.delta_vel + delta_R * imu_sample_new.delta_vel) * 0.5f; // check if the target time delta between filter prediction steps has been exceeded if (_imu_down_sampled.delta_ang_dt >= _target_dt - _imu_collection_time_adj) { // accumulate the amount of time to advance the IMU collection time so that we meet the // average EKF update rate requirement _imu_collection_time_adj += 0.01f * (_imu_down_sampled.delta_ang_dt - _target_dt); _imu_collection_time_adj = math::constrain(_imu_collection_time_adj, -0.5f * _target_dt, 0.5f * _target_dt); _imu_down_sampled.delta_ang = AxisAnglef(_delta_angle_accumulated); return true; } else { return false; } } void ImuDownSampler::reset() { _imu_down_sampled.delta_ang.setZero(); _imu_down_sampled.delta_vel.setZero(); _imu_down_sampled.delta_ang_dt = 0.0f; _imu_down_sampled.delta_vel_dt = 0.0f; _imu_down_sampled.delta_vel_clipping[0] = false; _imu_down_sampled.delta_vel_clipping[1] = false; _imu_down_sampled.delta_vel_clipping[2] = false; _delta_angle_accumulated.setIdentity(); _do_reset = false; }