New Madgwick filter library

This commit is contained in:
philsson 2018-09-23 14:28:51 +02:00
parent fb4e197439
commit 50df1cf9d2
2 changed files with 119 additions and 62 deletions

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@ -1,47 +1,51 @@
//===================================================================================================== //=============================================================================================
// MadgwickAHRS.c // MadgwickAHRS.c
//===================================================================================================== //=============================================================================================
// //
// Implementation of Madgwick's IMU and AHRS algorithms. // Implementation of Madgwick's IMU and AHRS algorithms.
// See: http://www.x-io.co.uk/node/8#open_source_ahrs_and_imu_algorithms // See: http://www.x-io.co.uk/open-source-imu-and-ahrs-algorithms/
//
// From the x-io website "Open-source resources available on this website are
// provided under the GNU General Public Licence unless an alternative licence
// is provided in source."
// //
// Date Author Notes // Date Author Notes
// 29/09/2011 SOH Madgwick Initial release // 29/09/2011 SOH Madgwick Initial release
// 02/10/2011 SOH Madgwick Optimised for reduced CPU load // 02/10/2011 SOH Madgwick Optimised for reduced CPU load
// 19/02/2012 SOH Madgwick Magnetometer measurement is normalised // 19/02/2012 SOH Madgwick Magnetometer measurement is normalised
// //
//===================================================================================================== //=============================================================================================
//--------------------------------------------------------------------------------------------------- //-------------------------------------------------------------------------------------------
// Header files // Header files
#include "MadgwickAHRS.h" #include "MadgwickAHRS.h"
#include <math.h> #include <math.h>
//--------------------------------------------------------------------------------------------------- //-------------------------------------------------------------------------------------------
// Definitions // Definitions
#define sampleFreq 512.0f // sample frequency in Hz #define sampleFreqDef 512.0f // sample frequency in Hz
#define betaDef 0.1f // 2 * proportional gain #define betaDef 0.1f // 2 * proportional gain
//---------------------------------------------------------------------------------------------------
// Variable definitions
volatile float beta = betaDef; // 2 * proportional gain (Kp) //============================================================================================
volatile float q0 = 1.0f, q1 = 0.0f, q2 = 0.0f, q3 = 0.0f; // quaternion of sensor frame relative to auxiliary frame
//---------------------------------------------------------------------------------------------------
// Function declarations
float invSqrt(float x);
//====================================================================================================
// Functions // Functions
//--------------------------------------------------------------------------------------------------- //-------------------------------------------------------------------------------------------
// AHRS algorithm update // AHRS algorithm update
void MadgwickAHRSupdate(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz) { Madgwick::Madgwick() {
beta = betaDef;
q0 = 1.0f;
q1 = 0.0f;
q2 = 0.0f;
q3 = 0.0f;
invSampleFreq = 1.0f / sampleFreqDef;
anglesComputed = 0;
}
void Madgwick::update(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz) {
float recipNorm; float recipNorm;
float s0, s1, s2, s3; float s0, s1, s2, s3;
float qDot1, qDot2, qDot3, qDot4; float qDot1, qDot2, qDot3, qDot4;
@ -50,10 +54,15 @@ void MadgwickAHRSupdate(float gx, float gy, float gz, float ax, float ay, float
// Use IMU algorithm if magnetometer measurement invalid (avoids NaN in magnetometer normalisation) // Use IMU algorithm if magnetometer measurement invalid (avoids NaN in magnetometer normalisation)
if((mx == 0.0f) && (my == 0.0f) && (mz == 0.0f)) { if((mx == 0.0f) && (my == 0.0f) && (mz == 0.0f)) {
MadgwickAHRSupdateIMU(gx, gy, gz, ax, ay, az); updateIMU(gx, gy, gz, ax, ay, az);
return; return;
} }
// Convert gyroscope degrees/sec to radians/sec
gx *= 0.0174533f;
gy *= 0.0174533f;
gz *= 0.0174533f;
// Rate of change of quaternion from gyroscope // Rate of change of quaternion from gyroscope
qDot1 = 0.5f * (-q1 * gx - q2 * gy - q3 * gz); qDot1 = 0.5f * (-q1 * gx - q2 * gy - q3 * gz);
qDot2 = 0.5f * (q0 * gx + q2 * gz - q3 * gy); qDot2 = 0.5f * (q0 * gx + q2 * gz - q3 * gy);
@ -100,7 +109,7 @@ void MadgwickAHRSupdate(float gx, float gy, float gz, float ax, float ay, float
// Reference direction of Earth's magnetic field // Reference direction of Earth's magnetic field
hx = mx * q0q0 - _2q0my * q3 + _2q0mz * q2 + mx * q1q1 + _2q1 * my * q2 + _2q1 * mz * q3 - mx * q2q2 - mx * q3q3; hx = mx * q0q0 - _2q0my * q3 + _2q0mz * q2 + mx * q1q1 + _2q1 * my * q2 + _2q1 * mz * q3 - mx * q2q2 - mx * q3q3;
hy = _2q0mx * q3 + my * q0q0 - _2q0mz * q1 + _2q1mx * q2 - my * q1q1 + my * q2q2 + _2q2 * mz * q3 - my * q3q3; hy = _2q0mx * q3 + my * q0q0 - _2q0mz * q1 + _2q1mx * q2 - my * q1q1 + my * q2q2 + _2q2 * mz * q3 - my * q3q3;
_2bx = sqrt(hx * hx + hy * hy); _2bx = sqrtf(hx * hx + hy * hy);
_2bz = -_2q0mx * q2 + _2q0my * q1 + mz * q0q0 + _2q1mx * q3 - mz * q1q1 + _2q2 * my * q3 - mz * q2q2 + mz * q3q3; _2bz = -_2q0mx * q2 + _2q0my * q1 + mz * q0q0 + _2q1mx * q3 - mz * q1q1 + _2q2 * my * q3 - mz * q2q2 + mz * q3q3;
_4bx = 2.0f * _2bx; _4bx = 2.0f * _2bx;
_4bz = 2.0f * _2bz; _4bz = 2.0f * _2bz;
@ -124,10 +133,10 @@ void MadgwickAHRSupdate(float gx, float gy, float gz, float ax, float ay, float
} }
// Integrate rate of change of quaternion to yield quaternion // Integrate rate of change of quaternion to yield quaternion
q0 += qDot1 * (1.0f / sampleFreq); q0 += qDot1 * invSampleFreq;
q1 += qDot2 * (1.0f / sampleFreq); q1 += qDot2 * invSampleFreq;
q2 += qDot3 * (1.0f / sampleFreq); q2 += qDot3 * invSampleFreq;
q3 += qDot4 * (1.0f / sampleFreq); q3 += qDot4 * invSampleFreq;
// Normalise quaternion // Normalise quaternion
recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3); recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3);
@ -135,17 +144,23 @@ void MadgwickAHRSupdate(float gx, float gy, float gz, float ax, float ay, float
q1 *= recipNorm; q1 *= recipNorm;
q2 *= recipNorm; q2 *= recipNorm;
q3 *= recipNorm; q3 *= recipNorm;
anglesComputed = 0;
} }
//--------------------------------------------------------------------------------------------------- //-------------------------------------------------------------------------------------------
// IMU algorithm update // IMU algorithm update
void MadgwickAHRSupdateIMU(float gx, float gy, float gz, float ax, float ay, float az) { void Madgwick::updateIMU(float gx, float gy, float gz, float ax, float ay, float az) {
float recipNorm; float recipNorm;
float s0, s1, s2, s3; float s0, s1, s2, s3;
float qDot1, qDot2, qDot3, qDot4; float qDot1, qDot2, qDot3, qDot4;
float _2q0, _2q1, _2q2, _2q3, _4q0, _4q1, _4q2 ,_8q1, _8q2, q0q0, q1q1, q2q2, q3q3; float _2q0, _2q1, _2q2, _2q3, _4q0, _4q1, _4q2 ,_8q1, _8q2, q0q0, q1q1, q2q2, q3q3;
// Convert gyroscope degrees/sec to radians/sec
gx *= 0.0174533f;
gy *= 0.0174533f;
gz *= 0.0174533f;
// Rate of change of quaternion from gyroscope // Rate of change of quaternion from gyroscope
qDot1 = 0.5f * (-q1 * gx - q2 * gy - q3 * gz); qDot1 = 0.5f * (-q1 * gx - q2 * gy - q3 * gz);
qDot2 = 0.5f * (q0 * gx + q2 * gz - q3 * gy); qDot2 = 0.5f * (q0 * gx + q2 * gz - q3 * gy);
@ -195,10 +210,10 @@ void MadgwickAHRSupdateIMU(float gx, float gy, float gz, float ax, float ay, flo
} }
// Integrate rate of change of quaternion to yield quaternion // Integrate rate of change of quaternion to yield quaternion
q0 += qDot1 * (1.0f / sampleFreq); q0 += qDot1 * invSampleFreq;
q1 += qDot2 * (1.0f / sampleFreq); q1 += qDot2 * invSampleFreq;
q2 += qDot3 * (1.0f / sampleFreq); q2 += qDot3 * invSampleFreq;
q3 += qDot4 * (1.0f / sampleFreq); q3 += qDot4 * invSampleFreq;
// Normalise quaternion // Normalise quaternion
recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3); recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3);
@ -206,27 +221,30 @@ void MadgwickAHRSupdateIMU(float gx, float gy, float gz, float ax, float ay, flo
q1 *= recipNorm; q1 *= recipNorm;
q2 *= recipNorm; q2 *= recipNorm;
q3 *= recipNorm; q3 *= recipNorm;
anglesComputed = 0;
} }
//--------------------------------------------------------------------------------------------------- //-------------------------------------------------------------------------------------------
// Fast inverse square-root // Fast inverse square-root
// See: http://en.wikipedia.org/wiki/Fast_inverse_square_root // See: http://en.wikipedia.org/wiki/Fast_inverse_square_root
float invSqrt(float x) { float Madgwick::invSqrt(float x) {
float halfx = 0.5f * x; float halfx = 0.5f * x;
float y = x; float y = x;
long i = *(long*)&y; long i = *(long*)&y;
i = 0x5f3759df - (i>>1); i = 0x5f3759df - (i>>1);
y = *(float*)&i; y = *(float*)&i;
y = y * (1.5f - (halfx * y * y)); y = y * (1.5f - (halfx * y * y));
y = y * (1.5f - (halfx * y * y));
return y; return y;
} }
float getPitch() //-------------------------------------------------------------------------------------------
{
return asinf(-2.0f * (q1*q3 - q0*q2));
}
//==================================================================================================== void Madgwick::computeAngles()
// END OF CODE {
//==================================================================================================== roll = atan2f(q0*q1 + q2*q3, 0.5f - q1*q1 - q2*q2);
pitch = asinf(-2.0f * (q1*q3 - q0*q2));
yaw = atan2f(q1*q2 + q0*q3, 0.5f - q2*q2 - q3*q3);
anglesComputed = 1;
}

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@ -1,32 +1,71 @@
//===================================================================================================== //=============================================================================================
// MadgwickAHRS.h // MadgwickAHRS.h
//===================================================================================================== //=============================================================================================
// //
// Implementation of Madgwick's IMU and AHRS algorithms. // Implementation of Madgwick's IMU and AHRS algorithms.
// See: http://www.x-io.co.uk/node/8#open_source_ahrs_and_imu_algorithms // See: http://www.x-io.co.uk/open-source-imu-and-ahrs-algorithms/
//
// From the x-io website "Open-source resources available on this website are
// provided under the GNU General Public Licence unless an alternative licence
// is provided in source."
// //
// Date Author Notes // Date Author Notes
// 29/09/2011 SOH Madgwick Initial release // 29/09/2011 SOH Madgwick Initial release
// 02/10/2011 SOH Madgwick Optimised for reduced CPU load // 02/10/2011 SOH Madgwick Optimised for reduced CPU load
// //
//===================================================================================================== //=============================================================================================
#ifndef MadgwickAHRS_h #ifndef MadgwickAHRS_h
#define MadgwickAHRS_h #define MadgwickAHRS_h
#include <math.h>
//---------------------------------------------------------------------------------------------------- //--------------------------------------------------------------------------------------------
// Variable declaration // Variable declaration
class Madgwick{
private:
static float invSqrt(float x);
float beta; // algorithm gain
float q0;
float q1;
float q2;
float q3; // quaternion of sensor frame relative to auxiliary frame
float invSampleFreq;
float roll;
float pitch;
float yaw;
char anglesComputed;
void computeAngles();
extern volatile float beta; // algorithm gain //-------------------------------------------------------------------------------------------
extern volatile float q0, q1, q2, q3; // quaternion of sensor frame relative to auxiliary frame
//---------------------------------------------------------------------------------------------------
// Function declarations // Function declarations
public:
Madgwick(void);
void begin(float sampleFrequency) { invSampleFreq = 1.0f / sampleFrequency; }
void update(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz);
void updateIMU(float gx, float gy, float gz, float ax, float ay, float az);
void MadgwickAHRSupdate(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz); float getRoll() {
void MadgwickAHRSupdateIMU(float gx, float gy, float gz, float ax, float ay, float az); if (!anglesComputed) computeAngles();
return roll * 57.29578f;
float getPitch(); }
float getPitch() {
if (!anglesComputed) computeAngles();
return pitch * 57.29578f;
}
float getYaw() {
if (!anglesComputed) computeAngles();
return yaw * 57.29578f + 180.0f;
}
float getRollRadians() {
if (!anglesComputed) computeAngles();
return roll;
}
float getPitchRadians() {
if (!anglesComputed) computeAngles();
return pitch;
}
float getYawRadians() {
if (!anglesComputed) computeAngles();
return yaw;
}
};
#endif #endif
//=====================================================================================================
// End of file
//=====================================================================================================