AHRS based on MatrixPilot DCM algorithm; ported from Pololu MinIMU-9 example code in turn based on ArduPilot 1.5 built for sensor gy_80
Fork of DCM_AHRS by
DCM.cpp
- Committer:
- oprospero
- Date:
- 2013-07-24
- Revision:
- 3:ef027800a8d5
- Parent:
- 2:486018bc6acd
- Child:
- 4:4c6ffd1a88ce
File content as of revision 3:ef027800a8d5:
#include "DCM.h" #include "Matrix.h" #include "math.h" #include "Sensors.h" #include "mbed.h" //Serial pc3(USBTX, USBRX); #define MAG_SKIP 1 float DCM::constrain(float x, float a, float b) { float result = x; if (x < a) result = a; if (x > b) result = b; return result; } DCM::DCM(void): G_Dt(0.02), update_count(MAG_SKIP) { Accel_Init(); Gyro_Init(); Magn_Init(); for (int m=0; m < 3; m++) { Accel_Vector[m] = 0; Gyro_Vector[m] = 0; Omega_Vector[m] = 0; Omega_P[m] = 0; Omega_I[m] = 0; Omega[m] = 0; errorRollPitch[m] = 0; errorYaw[m] = 0; for (int n=0; n < 3; n++) { dcm[m][n] = (m == n) ? 1 : 0; // dcm starts as identity matrix } } } /**************************************************/ void DCM::Normalize(void) { float error=0; float temporary[3][3]; float renorm=0; error= -Vector_Dot_Product(&dcm[0][0], &dcm[1][0])*.5; //eq.19 Vector_Scale(&temporary[0][0], &dcm[1][0], error); //eq.19 Vector_Scale(&temporary[1][0], &dcm[0][0], error); //eq.19 Vector_Add(&temporary[0][0], &temporary[0][0], &dcm[0][0]);//eq.19 Vector_Add(&temporary[1][0], &temporary[1][0], &dcm[1][0]);//eq.19 Vector_Cross_Product(&temporary[2][0],&temporary[0][0],&temporary[1][0]); // c= a x b //eq.20 renorm= .5 *(3 - Vector_Dot_Product(&temporary[0][0],&temporary[0][0])); //eq.21 Vector_Scale(&dcm[0][0], &temporary[0][0], renorm); renorm= .5 *(3 - Vector_Dot_Product(&temporary[1][0],&temporary[1][0])); //eq.21 Vector_Scale(&dcm[1][0], &temporary[1][0], renorm); renorm= .5 *(3 - Vector_Dot_Product(&temporary[2][0],&temporary[2][0])); //eq.21 Vector_Scale(&dcm[2][0], &temporary[2][0], renorm); } /**************************************************/ void DCM::Drift_correction(void) { float mag_heading_x; float mag_heading_y; float errorCourse; //Compensation the Roll, Pitch and Yaw drift. static float Scaled_Omega_P[3]; static float Scaled_Omega_I[3]; float Accel_magnitude; float Accel_weight; //*****Roll and Pitch*************** // Calculate the magnitude of the accelerometer vector Accel_magnitude = sqrt(Accel_Vector[0]*Accel_Vector[0] + Accel_Vector[1]*Accel_Vector[1] + Accel_Vector[2]*Accel_Vector[2]); Accel_magnitude = Accel_magnitude / GRAVITY; // Scale to gravity. // Dynamic weighting of accelerometer info (reliability filter) // Weight for accelerometer info (<0.5G = 0.0, 1G = 1.0 , >1.5G = 0.0) Accel_weight = constrain(1 - 2*abs(1 - Accel_magnitude),0,1); // Vector_Cross_Product(&errorRollPitch[0],&Accel_Vector[0],&dcm[2][0]); //adjust the ground of reference Vector_Scale(&Omega_P[0],&errorRollPitch[0],Kp_ROLLPITCH*Accel_weight); Vector_Scale(&Scaled_Omega_I[0],&errorRollPitch[0],Ki_ROLLPITCH*Accel_weight); Vector_Add(Omega_I,Omega_I,Scaled_Omega_I); //*****YAW*************** // We make the gyro YAW drift correction based on compass magnetic heading mag_heading_x = cos(MAG_Heading); mag_heading_y = sin(MAG_Heading); errorCourse=(dcm[0][0]*mag_heading_y) - (dcm[1][0]*mag_heading_x); //Calculating YAW error Vector_Scale(errorYaw,&dcm[2][0],errorCourse); //Applys the yaw correction to the XYZ rotation of the aircraft, depeding the position. Vector_Scale(&Scaled_Omega_P[0],&errorYaw[0],Kp_YAW);//.01proportional of YAW. Vector_Add(Omega_P,Omega_P,Scaled_Omega_P);//Adding Proportional. Vector_Scale(&Scaled_Omega_I[0],&errorYaw[0],Ki_YAW);//.00001Integrator Vector_Add(Omega_I,Omega_I,Scaled_Omega_I);//adding integrator to the Omega_I } /**************************************************/ void DCM::Matrix_update(void) { Vector_Add(&Omega[0], &Gyro_Vector[0], &Omega_I[0]); //adding proportional term Vector_Add(&Omega_Vector[0], &Omega[0], &Omega_P[0]); //adding Integrator term #if OUTPUTMODE==1 Update_Matrix[0][0]=0; Update_Matrix[0][1]=-G_Dt*Omega_Vector[2];//-z Update_Matrix[0][2]=G_Dt*Omega_Vector[1];//y Update_Matrix[1][0]=G_Dt*Omega_Vector[2];//z Update_Matrix[1][1]=0; Update_Matrix[1][2]=-G_Dt*Omega_Vector[0];//-x Update_Matrix[2][0]=-G_Dt*Omega_Vector[1];//-y Update_Matrix[2][1]=G_Dt*Omega_Vector[0];//x Update_Matrix[2][2]=0; #else // Uncorrected data (no drift correction) Update_Matrix[0][0]=0; Update_Matrix[0][1]=-G_Dt*Gyro_Vector[2];//-z Update_Matrix[0][2]=G_Dt*Gyro_Vector[1];//y Update_Matrix[1][0]=G_Dt*Gyro_Vector[2];//z Update_Matrix[1][1]=0; Update_Matrix[1][2]=-G_Dt*Gyro_Vector[0]; Update_Matrix[2][0]=-G_Dt*Gyro_Vector[1]; Update_Matrix[2][1]=G_Dt*Gyro_Vector[0]; Update_Matrix[2][2]=0; #endif Matrix_Multiply(Temporary_Matrix, dcm, Update_Matrix); //c=a*b // ??? Matrix_Add(dcm, dcm, Temporary_Matrix); ??? for(int x=0; x<3; x++) { //Matrix Addition (update) for(int y=0; y<3; y++) { dcm[x][y] += Temporary_Matrix[x][y]; } } } void DCM::Euler_angles(void) { pitch = RAD2DEG(-asin(dcm[2][0])); roll = RAD2DEG(atan2(dcm[2][1],dcm[2][2])); yaw = RAD2DEG(atan2(dcm[1][0],dcm[0][0])); } void DCM::Update_step() { Read_Accel(Accel_Vector); Read_Gyro(Gyro_Vector); if (--update_count == 0) { Update_mag(); update_count = MAG_SKIP; } Matrix_update(); Normalize(); Drift_correction(); Euler_angles(); } void DCM::Update_mag() { Read_Magn(Magn_Vector); Compass_Heading(); } void DCM::Compass_Heading() { float mag_x; float mag_y; float cos_roll; float sin_roll; float cos_pitch; float sin_pitch; cos_roll = cos(roll); sin_roll = sin(roll); cos_pitch = cos(pitch); sin_pitch = sin(pitch); // Tilt compensated magnetic field X mag_x = Magn_Vector[0]*cos_pitch + Magn_Vector[1]*sin_roll*sin_pitch + Magn_Vector[2]*cos_roll*sin_pitch; // Tilt compensated magnetic field Y mag_y = Magn_Vector[1]*cos_roll - Magn_Vector[2]*sin_roll; // Magnetic Heading MAG_Heading = atan2(-mag_y, mag_x); }