flix/flix/estimate.ino
Oleg Kalachev 66a43ab246
Continuous gyro bias estimation (#17)
Estimate gyro bias continuously instead of calibrating the gyro at startup.
2025-03-29 12:21:40 +03:00

43 lines
1.1 KiB
C++

// Copyright (c) 2023 Oleg Kalachev <okalachev@gmail.com>
// Repository: https://github.com/okalachev/flix
// Attitude estimation from gyro and accelerometer
#include "quaternion.h"
#include "vector.h"
#include "lpf.h"
#include "util.h"
#define WEIGHT_ACC 0.003
#define RATES_LFP_ALPHA 0.2 // cutoff frequency ~ 40 Hz
LowPassFilter<Vector> 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 = attitude.rotate(Quaternion::fromAngularRates(rates * dt));
}
void applyAcc() {
// test should we apply accelerometer gravity correction
float accNorm = acc.norm();
landed = !motorsActive() && abs(accNorm - ONE_G) < ONE_G * 0.1f;
if (!landed) return;
// calculate accelerometer correction
Vector up = attitude.rotateVector(Vector(0, 0, 1));
Vector correction = Vector::angularRatesBetweenVectors(acc, up) * WEIGHT_ACC;
// apply correction
attitude = attitude.rotate(Quaternion::fromAngularRates(correction));
}