// Copyright (c) 2023 Oleg Kalachev // Repository: https://github.com/okalachev/flix // Attitude estimation from gyro and accelerometer #include "quaternion.h" #include "vector.h" #include "lpf.h" #define ONE_G 9.807f #define WEIGHT_ACC 0.5f #define RATES_LFP_ALPHA 0.2 // cutoff frequency ~ 40 Hz LowPassFilter ratesFilter(RATES_LFP_ALPHA); void estimate() { applyGyro(); applyAcc(); } void applyGyro() { // filter gyro to get angular rates rates = ratesFilter.update(gyro); // apply rates to attitude attitude *= Quaternion::fromAngularRates(rates * dt); attitude.normalize(); } void applyAcc() { // test should we apply accelerometer gravity correction float accNorm = acc.norm(); bool landed = !motorsActive() && abs(accNorm - ONE_G) < ONE_G * 0.1f; if (!landed) return; // calculate accelerometer correction Vector up = attitude.rotate(Vector(0, 0, 1)); Vector correction = Vector::angularRatesBetweenVectors(acc, up) * dt * WEIGHT_ACC; // apply correction attitude *= Quaternion::fromAngularRates(correction); attitude.normalize(); }