Two-Wheel-Self-Balancing-Ro.../selfbalance-madgwick/imu.ino

134 lines
3.1 KiB
Arduino
Raw Normal View History

2024-03-28 23:34:03 +01:00
#include "FastIMU.h"
#include "Madgwick.h"
#include <Wire.h>
//#define PRINT_ANGLES
//#define PRINT_QUAT
//#define PERFORM_CALIBRATION //Comment to disable startup calibration
#define IMU_ADDRESS 0x68 //Change to the address of the IMU
MPU6050 IMU; //Change to the name of any supported IMU!
AccelData IMUAccel; //Sensor data
GyroData IMUGyro;
Madgwick filter;
void setup_imu(){
// TODO: write my own kalman filter
Wire.begin();
Wire.setClock(400000); //400khz clock
calData calib;
calib.accelBias[0]=-0.02;
calib.accelBias[1]=-0.01;
calib.accelBias[2]=0.16;
calib.gyroBias[0] = -2.89;
calib.gyroBias[1] = -3.59;
calib.gyroBias[2] = -0.66;
int err = IMU.init(calib, IMU_ADDRESS);
if (err != 0) {
Serial.print("Error initializing IMU: ");
Serial.println(err);
while (true) {
;
}
}
if (err != 0) {
Serial.print("Error Setting range: ");
Serial.println(err);
while (true) {
;
}
}
#ifdef PERFORM_CALIBRATION
Serial.println("Keep IMU level.");
delay(5000);
IMU.calibrateAccelGyro(&calib);
Serial.println("Calibration done!");
Serial.println("Accel biases X/Y/Z: ");
Serial.print(calib.accelBias[0]);
Serial.print(", ");
Serial.print(calib.accelBias[1]);
Serial.print(", ");
Serial.println(calib.accelBias[2]);
Serial.println("Gyro biases X/Y/Z: ");
Serial.print(calib.gyroBias[0]);
Serial.print(", ");
Serial.print(calib.gyroBias[1]);
Serial.print(", ");
Serial.println(calib.gyroBias[2]);
delay(5000);
IMU.init(calib, IMU_ADDRESS);
#endif
filter.begin(0.2f);
Serial.println("IMU up");
}
void update_imu(){
IMU.update();
IMU.getAccel(&IMUAccel);
IMU.getGyro(&IMUGyro);
// MPU6050 has no magnetometer
filter.updateIMU(IMUGyro.gyroX, IMUGyro.gyroY, IMUGyro.gyroZ, IMUAccel.accelX, IMUAccel.accelY, IMUAccel.accelZ);
float qw = filter.getQuatW();
float qx = filter.getQuatX();
float qy = filter.getQuatY();
float qz = filter.getQuatZ();
double heading{0}, bank{0}, attitude{0};
double sqw = qw*qw;
double sqx = qx*qx;
double sqy = qy*qy;
double sqz = qz*qz;
double unit = sqx + sqy + sqz + sqw; // if normalised is one, otherwise is correction factor
double test = qx*qy + qz*qw;
if (test > 0.499*unit) { // singularity at north pole
heading = 2 * atan2(qx,qw);
attitude = M_PI/2;
bank = 0;
return;
}
if (test < -0.499*unit) { // singularity at south pole
heading = -2 * atan2(qx,qw);
attitude = M_PI/2;
bank = 0;
return;
}
heading = atan2(2*qy*qw-2*qx*qz , sqx - sqy - sqz + sqw);
attitude = asin(2*test/unit);
bank = atan2(2*qx*qw-2*qy*qz , -sqx + sqy - sqz + sqw);
pitch = heading;
roll = bank;
yaw = attitude;
#ifdef PRINT_ANGLES
Serial.print("Roll: ");
Serial.print(roll, 5);
Serial.print("\tPitch: ");
Serial.print(pitch, 5);
Serial.print("\tYaw: ");
Serial.println(yaw, 5);
#endif // PRINT_ANGLES
#ifdef PRINT_QUAT
Serial.print("QW: ");
Serial.print(qw, 5);
Serial.print("\tQX: ");
Serial.print(qx, 5);
Serial.print("\tQY: ");
Serial.print(qy, 5);
Serial.print("\tQZ: ");
Serial.println(qz, 5);
#endif // PRINT_QUAT
}