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MPU9250.h

00001 #ifndef MPU9250_H
00002 #define MPU9250_H
00003 
00004 #include "mbed.h"
00005 #include "math.h"
00006 
00007 // See also MPU-9250 Register Map and Descriptions, Revision 4.0, RM-MPU-9250A-00, Rev. 1.4, 9/9/2013 for registers not listed in
00008 // above document; the MPU9250 and MPU9150 are virtually identical but the latter has a different register map
00009 //
00010 //Magnetometer Registers
00011 #define AK8963_ADDRESS   0x0C<<1
00012 #define WHO_AM_I_AK8963  0x00 // should return 0x48
00013 #define INFO             0x01
00014 #define AK8963_ST1       0x02  // data ready status bit 0
00015 #define AK8963_XOUT_L    0x03  // data
00016 #define AK8963_XOUT_H    0x04
00017 #define AK8963_YOUT_L    0x05
00018 #define AK8963_YOUT_H    0x06
00019 #define AK8963_ZOUT_L    0x07
00020 #define AK8963_ZOUT_H    0x08
00021 #define AK8963_ST2       0x09  // Data overflow bit 3 and data read error status bit 2
00022 #define AK8963_CNTL      0x0A  // Power down (0000), single-measurement (0001), self-test (1000) and Fuse ROM (1111) modes on bits 3:0
00023 #define AK8963_ASTC      0x0C  // Self test control
00024 #define AK8963_I2CDIS    0x0F  // I2C disable
00025 #define AK8963_ASAX      0x10  // Fuse ROM x-axis sensitivity adjustment value
00026 #define AK8963_ASAY      0x11  // Fuse ROM y-axis sensitivity adjustment value
00027 #define AK8963_ASAZ      0x12  // Fuse ROM z-axis sensitivity adjustment value
00028 
00029 #define SELF_TEST_X_GYRO 0x00
00030 #define SELF_TEST_Y_GYRO 0x01
00031 #define SELF_TEST_Z_GYRO 0x02
00032 
00033 /*#define X_FINE_GAIN      0x03 // [7:0] fine gain
00034 #define Y_FINE_GAIN      0x04
00035 #define Z_FINE_GAIN      0x05
00036 #define XA_OFFSET_H      0x06 // User-defined trim values for accelerometer
00037 #define XA_OFFSET_L_TC   0x07
00038 #define YA_OFFSET_H      0x08
00039 #define YA_OFFSET_L_TC   0x09
00040 #define ZA_OFFSET_H      0x0A
00041 #define ZA_OFFSET_L_TC   0x0B */
00042 
00043 #define SELF_TEST_X_ACCEL 0x0D
00044 #define SELF_TEST_Y_ACCEL 0x0E
00045 #define SELF_TEST_Z_ACCEL 0x0F
00046 
00047 #define SELF_TEST_A      0x10
00048 
00049 #define XG_OFFSET_H      0x13  // User-defined trim values for gyroscope
00050 #define XG_OFFSET_L      0x14
00051 #define YG_OFFSET_H      0x15
00052 #define YG_OFFSET_L      0x16
00053 #define ZG_OFFSET_H      0x17
00054 #define ZG_OFFSET_L      0x18
00055 #define SMPLRT_DIV       0x19
00056 #define CONFIG           0x1A
00057 #define GYRO_CONFIG      0x1B
00058 #define ACCEL_CONFIG     0x1C
00059 #define ACCEL_CONFIG2    0x1D
00060 #define LP_ACCEL_ODR     0x1E
00061 #define WOM_THR          0x1F
00062 
00063 #define MOT_DUR          0x20  // Duration counter threshold for motion interrupt generation, 1 kHz rate, LSB = 1 ms
00064 #define ZMOT_THR         0x21  // Zero-motion detection threshold bits [7:0]
00065 #define ZRMOT_DUR        0x22  // Duration counter threshold for zero motion interrupt generation, 16 Hz rate, LSB = 64 ms
00066 
00067 #define FIFO_EN          0x23
00068 #define I2C_MST_CTRL     0x24
00069 #define I2C_SLV0_ADDR    0x25
00070 #define I2C_SLV0_REG     0x26
00071 #define I2C_SLV0_CTRL    0x27
00072 #define I2C_SLV1_ADDR    0x28
00073 #define I2C_SLV1_REG     0x29
00074 #define I2C_SLV1_CTRL    0x2A
00075 #define I2C_SLV2_ADDR    0x2B
00076 #define I2C_SLV2_REG     0x2C
00077 #define I2C_SLV2_CTRL    0x2D
00078 #define I2C_SLV3_ADDR    0x2E
00079 #define I2C_SLV3_REG     0x2F
00080 #define I2C_SLV3_CTRL    0x30
00081 #define I2C_SLV4_ADDR    0x31
00082 #define I2C_SLV4_REG     0x32
00083 #define I2C_SLV4_DO      0x33
00084 #define I2C_SLV4_CTRL    0x34
00085 #define I2C_SLV4_DI      0x35
00086 #define I2C_MST_STATUS   0x36
00087 #define INT_PIN_CFG      0x37
00088 #define INT_ENABLE       0x38
00089 #define DMP_INT_STATUS   0x39  // Check DMP interrupt
00090 #define INT_STATUS       0x3A
00091 #define ACCEL_XOUT_H     0x3B
00092 #define ACCEL_XOUT_L     0x3C
00093 #define ACCEL_YOUT_H     0x3D
00094 #define ACCEL_YOUT_L     0x3E
00095 #define ACCEL_ZOUT_H     0x3F
00096 #define ACCEL_ZOUT_L     0x40
00097 #define TEMP_OUT_H       0x41
00098 #define TEMP_OUT_L       0x42
00099 #define GYRO_XOUT_H      0x43
00100 #define GYRO_XOUT_L      0x44
00101 #define GYRO_YOUT_H      0x45
00102 #define GYRO_YOUT_L      0x46
00103 #define GYRO_ZOUT_H      0x47
00104 #define GYRO_ZOUT_L      0x48
00105 #define EXT_SENS_DATA_00 0x49
00106 #define EXT_SENS_DATA_01 0x4A
00107 #define EXT_SENS_DATA_02 0x4B
00108 #define EXT_SENS_DATA_03 0x4C
00109 #define EXT_SENS_DATA_04 0x4D
00110 #define EXT_SENS_DATA_05 0x4E
00111 #define EXT_SENS_DATA_06 0x4F
00112 #define EXT_SENS_DATA_07 0x50
00113 #define EXT_SENS_DATA_08 0x51
00114 #define EXT_SENS_DATA_09 0x52
00115 #define EXT_SENS_DATA_10 0x53
00116 #define EXT_SENS_DATA_11 0x54
00117 #define EXT_SENS_DATA_12 0x55
00118 #define EXT_SENS_DATA_13 0x56
00119 #define EXT_SENS_DATA_14 0x57
00120 #define EXT_SENS_DATA_15 0x58
00121 #define EXT_SENS_DATA_16 0x59
00122 #define EXT_SENS_DATA_17 0x5A
00123 #define EXT_SENS_DATA_18 0x5B
00124 #define EXT_SENS_DATA_19 0x5C
00125 #define EXT_SENS_DATA_20 0x5D
00126 #define EXT_SENS_DATA_21 0x5E
00127 #define EXT_SENS_DATA_22 0x5F
00128 #define EXT_SENS_DATA_23 0x60
00129 #define MOT_DETECT_STATUS 0x61
00130 #define I2C_SLV0_DO      0x63
00131 #define I2C_SLV1_DO      0x64
00132 #define I2C_SLV2_DO      0x65
00133 #define I2C_SLV3_DO      0x66
00134 #define I2C_MST_DELAY_CTRL 0x67
00135 #define SIGNAL_PATH_RESET  0x68
00136 #define MOT_DETECT_CTRL  0x69
00137 #define USER_CTRL        0x6A  // Bit 7 enable DMP, bit 3 reset DMP
00138 #define PWR_MGMT_1       0x6B // Device defaults to the SLEEP mode
00139 #define PWR_MGMT_2       0x6C
00140 #define DMP_BANK         0x6D  // Activates a specific bank in the DMP
00141 #define DMP_RW_PNT       0x6E  // Set read/write pointer to a specific start address in specified DMP bank
00142 #define DMP_REG          0x6F  // Register in DMP from which to read or to which to write
00143 #define DMP_REG_1        0x70
00144 #define DMP_REG_2        0x71
00145 #define FIFO_COUNTH      0x72
00146 #define FIFO_COUNTL      0x73
00147 #define FIFO_R_W         0x74
00148 #define WHO_AM_I_MPU9250 0x75 // Should return 0x71
00149 #define XA_OFFSET_H      0x77
00150 #define XA_OFFSET_L      0x78
00151 #define YA_OFFSET_H      0x7A
00152 #define YA_OFFSET_L      0x7B
00153 #define ZA_OFFSET_H      0x7D
00154 #define ZA_OFFSET_L      0x7E
00155 
00156 // Using the MSENSR-9250 breakout board, ADO is set to 0
00157 // Seven-bit device address is 110100 for ADO = 0 and 110101 for ADO = 1
00158 //mbed uses the eight-bit device address, so shift seven-bit addresses left by one!
00159 #define ADO 0
00160 #if ADO
00161 #define MPU9250_ADDRESS 0x69<<1  // Device address when ADO = 1
00162 #else
00163 #define MPU9250_ADDRESS 0x68<<1  // Device address when ADO = 0
00164 #endif
00165 
00166 // Set initial input parameters
00167 enum Ascale {
00168     AFS_2G = 0,
00169     AFS_4G,
00170     AFS_8G,
00171     AFS_16G
00172 };
00173 
00174 enum Gscale {
00175     GFS_250DPS = 0,
00176     GFS_500DPS,
00177     GFS_1000DPS,
00178     GFS_2000DPS
00179 };
00180 
00181 enum Mscale {
00182     MFS_14BITS = 0, // 0.6 mG per LSB
00183     MFS_16BITS      // 0.15 mG per LSB
00184 };
00185 
00186 uint8_t Ascale = AFS_2G;     // AFS_2G, AFS_4G, AFS_8G, AFS_16G
00187 uint8_t Gscale = GFS_250DPS; // GFS_250DPS, GFS_500DPS, GFS_1000DPS, GFS_2000DPS
00188 uint8_t Mscale = MFS_16BITS; // MFS_14BITS or MFS_16BITS, 14-bit or 16-bit magnetometer resolution
00189 uint8_t Mmode = 0x06;        // Either 8 Hz 0x02) or 100 Hz (0x06) magnetometer data ODR
00190 float aRes, gRes, mRes;      // scale resolutions per LSB for the sensors
00191 
00192 //Set up I2C, (SDA,SCL)
00193 I2C i2c(PB_9, PB_8);
00194 
00195 DigitalOut myled(LED1);
00196 
00197 // Pin definitions
00198 int intPin = 12;  // These can be changed, 2 and 3 are the Arduinos ext int pins
00199 
00200 int16_t accelCount[3];  // Stores the 16-bit signed accelerometer sensor output
00201 int16_t gyroCount[3];   // Stores the 16-bit signed gyro sensor output
00202 int16_t magCount[3];    // Stores the 16-bit signed magnetometer sensor output
00203 float magCalibration[3] = {0, 0, 0}, magbias[3] = {0, 0, 0};  // Factory mag calibration and mag bias
00204 float gyroBias[3] = {0, 0, 0}, accelBias[3] = {0, 0, 0}; // Bias corrections for gyro and accelerometer
00205 float ax, ay, az, gx, gy, gz, mx, my, mz; // variables to hold latest sensor data values
00206 int16_t tempCount;   // Stores the real internal chip temperature in degrees Celsius
00207 float temperature;
00208 float SelfTest[6];
00209 
00210 int delt_t = 0; // used to control display output rate
00211 int count = 0;  // used to control display output rate
00212 
00213 // parameters for 6 DoF sensor fusion calculations
00214 float PI = 3.14159265358979323846f;
00215 float GyroMeasError = PI * (60.0f / 180.0f);     // gyroscope measurement error in rads/s (start at 60 deg/s), then reduce after ~10 s to 3
00216 float beta = sqrt(3.0f / 4.0f) * GyroMeasError;  // compute beta
00217 float GyroMeasDrift = PI * (1.0f / 180.0f);      // gyroscope measurement drift in rad/s/s (start at 0.0 deg/s/s)
00218 float zeta = sqrt(3.0f / 4.0f) * GyroMeasDrift;  // compute zeta, the other free parameter in the Madgwick scheme usually set to a small or zero value
00219 #define Kp 2.0f * 5.0f // these are the free parameters in the Mahony filter and fusion scheme, Kp for proportional feedback, Ki for integral
00220 #define Ki 0.0f
00221 
00222 float pitch, yaw, roll;
00223 float deltat = 0.0f;                             // integration interval for both filter schemes
00224 int lastUpdate = 0, firstUpdate = 0, Now = 0;    // used to calculate integration interval                               // used to calculate integration interval
00225 float q[4] = {1.0f, 0.0f, 0.0f, 0.0f};           // vector to hold quaternion
00226 float eInt[3] = {0.0f, 0.0f, 0.0f};              // vector to hold integral error for Mahony method
00227 
00228 class MPU9250
00229 {
00230 
00231 protected:
00232 
00233 public:
00234     //===================================================================================================================
00235 //====== Set of useful function to access acceleratio, gyroscope, and temperature data
00236 //===================================================================================================================
00237 
00238     void writeByte(uint8_t address, uint8_t subAddress, uint8_t data) {
00239         char data_write[2];
00240         data_write[0] = subAddress;
00241         data_write[1] = data;
00242         i2c.write(address, data_write, 2, 0);
00243     }
00244 
00245     char readByte(uint8_t address, uint8_t subAddress) {
00246         char data[1]; // `data` will store the register data
00247         char data_write[1];
00248         data_write[0] = subAddress;
00249         i2c.write(address, data_write, 1, 1); // no stop
00250         i2c.read(address, data, 1, 0);
00251         return data[0];
00252     }
00253 
00254     void readBytes(uint8_t address, uint8_t subAddress, uint8_t count, uint8_t * dest) {
00255         char data[14];
00256         char data_write[1];
00257         data_write[0] = subAddress;
00258         i2c.write(address, data_write, 1, 1); // no stop
00259         i2c.read(address, data, count, 0);
00260         for(int ii = 0; ii < count; ii++) {
00261             dest[ii] = data[ii];
00262         }
00263     }
00264 
00265 
00266     void getMres() {
00267         switch (Mscale) {
00268                 // Possible magnetometer scales (and their register bit settings) are:
00269                 // 14 bit resolution (0) and 16 bit resolution (1)
00270             case MFS_14BITS:
00271                 mRes = 10.0*4219.0/8190.0; // Proper scale to return milliGauss
00272                 break;
00273             case MFS_16BITS:
00274                 mRes = 10.0*4219.0/32760.0; // Proper scale to return milliGauss
00275                 break;
00276         }
00277     }
00278 
00279 
00280     void getGres() {
00281         switch (Gscale) {
00282                 // Possible gyro scales (and their register bit settings) are:
00283                 // 250 DPS (00), 500 DPS (01), 1000 DPS (10), and 2000 DPS  (11).
00284                 // Here's a bit of an algorith to calculate DPS/(ADC tick) based on that 2-bit value:
00285             case GFS_250DPS:
00286                 gRes = 250.0/32768.0;
00287                 break;
00288             case GFS_500DPS:
00289                 gRes = 500.0/32768.0;
00290                 break;
00291             case GFS_1000DPS:
00292                 gRes = 1000.0/32768.0;
00293                 break;
00294             case GFS_2000DPS:
00295                 gRes = 2000.0/32768.0;
00296                 break;
00297         }
00298     }
00299 
00300 
00301     void getAres() {
00302         switch (Ascale) {
00303                 // Possible accelerometer scales (and their register bit settings) are:
00304                 // 2 Gs (00), 4 Gs (01), 8 Gs (10), and 16 Gs  (11).
00305                 // Here's a bit of an algorith to calculate DPS/(ADC tick) based on that 2-bit value:
00306             case AFS_2G:
00307                 aRes = 2.0/32768.0;
00308                 break;
00309             case AFS_4G:
00310                 aRes = 4.0/32768.0;
00311                 break;
00312             case AFS_8G:
00313                 aRes = 8.0/32768.0;
00314                 break;
00315             case AFS_16G:
00316                 aRes = 16.0/32768.0;
00317                 break;
00318         }
00319     }
00320 
00321 
00322     void readAccelData(int16_t * destination) {
00323         uint8_t rawData[6];  // x/y/z accel register data stored here
00324         readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]);  // Read the six raw data registers into data array
00325         destination[0] = (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ;  // Turn the MSB and LSB into a signed 16-bit value
00326         destination[1] = (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ;
00327         destination[2] = (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ;
00328     }
00329 
00330     void readGyroData(int16_t * destination) {
00331         uint8_t rawData[6];  // x/y/z gyro register data stored here
00332         readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]);  // Read the six raw data registers sequentially into data array
00333         destination[0] = (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ;  // Turn the MSB and LSB into a signed 16-bit value
00334         destination[1] = (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ;
00335         destination[2] = (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ;
00336     }
00337 
00338     void readMagData(int16_t * destination) {
00339         uint8_t rawData[7];  // x/y/z gyro register data, ST2 register stored here, must read ST2 at end of data acquisition
00340         if(readByte(AK8963_ADDRESS, AK8963_ST1) & 0x01) { // wait for magnetometer data ready bit to be set
00341             readBytes(AK8963_ADDRESS, AK8963_XOUT_L, 7, &rawData[0]);  // Read the six raw data and ST2 registers sequentially into data array
00342             uint8_t c = rawData[6]; // End data read by reading ST2 register
00343             if(!(c & 0x08)) { // Check if magnetic sensor overflow set, if not then report data
00344                 destination[0] = (int16_t)(((int16_t)rawData[1] << 8) | rawData[0]);  // Turn the MSB and LSB into a signed 16-bit value
00345                 destination[1] = (int16_t)(((int16_t)rawData[3] << 8) | rawData[2]) ;  // Data stored as little Endian
00346                 destination[2] = (int16_t)(((int16_t)rawData[5] << 8) | rawData[4]) ;
00347             }
00348         }
00349     }
00350 
00351     int16_t readTempData() {
00352         uint8_t rawData[2];  // x/y/z gyro register data stored here
00353         readBytes(MPU9250_ADDRESS, TEMP_OUT_H, 2, &rawData[0]);  // Read the two raw data registers sequentially into data array
00354         return (int16_t)(((int16_t)rawData[0]) << 8 | rawData[1]) ;  // Turn the MSB and LSB into a 16-bit value
00355     }
00356 
00357 
00358     void resetMPU9250() {
00359         // reset device
00360         writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x80); // Write a one to bit 7 reset bit; toggle reset device
00361         wait(0.1);
00362     }
00363 
00364     void initAK8963(float * destination) {
00365         // First extract the factory calibration for each magnetometer axis
00366         uint8_t rawData[3];  // x/y/z gyro calibration data stored here
00367         writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x00); // Power down magnetometer
00368         wait(0.01);
00369         (AK8963_ADDRESS, AK8963_CNTL, 0x0F); // Enter Fuse ROM access mode
00370         wait(0.01);
00371         readBytes(AK8963_ADDRESS, AK8963_ASAX, 3, &rawData[0]);  // Read the x-, y-, and z-axis calibration values
00372         destination[0] =  (float)(rawData[0] - 128)/256.0f + 1.0f;   // Return x-axis sensitivity adjustment values, etc.
00373         destination[1] =  (float)(rawData[1] - 128)/256.0f + 1.0f;
00374         destination[2] =  (float)(rawData[2] - 128)/256.0f + 1.0f;
00375         writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x00); // Power down magnetometer
00376         wait(0.01);
00377         // Configure the magnetometer for continuous read and highest resolution
00378         // set Mscale bit 4 to 1 (0) to enable 16 (14) bit resolution in CNTL register,
00379         // and enable continuous mode data acquisition Mmode (bits [3:0]), 0010 for 8 Hz and 0110 for 100 Hz sample rates
00380         writeByte(AK8963_ADDRESS, AK8963_CNTL, Mscale << 4 | Mmode); // Set magnetometer data resolution and sample ODR
00381         wait(0.01);
00382     }
00383 
00384 
00385     void initMPU9250() {
00386 // Initialize MPU9250 device
00387 // wake up device
00388         writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x00); // Clear sleep mode bit (6), enable all sensors
00389         wait(0.1); // Delay 100 ms for PLL to get established on x-axis gyro; should check for PLL ready interrupt
00390 
00391 // get stable time source
00392         writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x01);  // Set clock source to be PLL with x-axis gyroscope reference, bits 2:0 = 001
00393 
00394 // Configure Gyro and Accelerometer
00395 // Disable FSYNC and set accelerometer and gyro bandwidth to 44 and 42 Hz, respectively;
00396 // DLPF_CFG = bits 2:0 = 010; this sets the sample rate at 1 kHz for both
00397 // Maximum delay is 4.9 ms which is just over a 200 Hz maximum rate
00398         writeByte(MPU9250_ADDRESS, CONFIG, 0x03);
00399 
00400 // Set sample rate = gyroscope output rate/(1 + SMPLRT_DIV)
00401         writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x04);  // Use a 200 Hz rate; the same rate set in CONFIG above
00402 
00403 // Set gyroscope full scale range
00404 // Range selects FS_SEL and AFS_SEL are 0 - 3, so 2-bit values are left-shifted into positions 4:3
00405         uint8_t c =  readByte(MPU9250_ADDRESS, GYRO_CONFIG);
00406         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c & ~0xE0); // Clear self-test bits [7:5]
00407         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c & ~0x18); // Clear AFS bits [4:3]
00408         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c | Gscale << 3); // Set full scale range for the gyro
00409 
00410 // Set accelerometer configuration
00411         c =  readByte(MPU9250_ADDRESS, ACCEL_CONFIG);
00412         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c & ~0xE0); // Clear self-test bits [7:5]
00413         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c & ~0x18); // Clear AFS bits [4:3]
00414         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c | Ascale << 3); // Set full scale range for the accelerometer
00415 
00416 // Set accelerometer sample rate configuration
00417 // It is possible to get a 4 kHz sample rate from the accelerometer by choosing 1 for
00418 // accel_fchoice_b bit [3]; in this case the bandwidth is 1.13 kHz
00419         c = readByte(MPU9250_ADDRESS, ACCEL_CONFIG2);
00420         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, c & ~0x0F); // Clear accel_fchoice_b (bit 3) and A_DLPFG (bits [2:0])
00421         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, c | 0x03); // Set accelerometer rate to 1 kHz and bandwidth to 41 Hz
00422 
00423 // The accelerometer, gyro, and thermometer are set to 1 kHz sample rates,
00424 // but all these rates are further reduced by a factor of 5 to 200 Hz because of the SMPLRT_DIV setting
00425 
00426         // Configure Interrupts and Bypass Enable
00427         // Set interrupt pin active high, push-pull, and clear on read of INT_STATUS, enable I2C_BYPASS_EN so additional chips
00428         // can join the I2C bus and all can be controlled by the Arduino as master
00429         writeByte(MPU9250_ADDRESS, INT_PIN_CFG, 0x22);
00430         writeByte(MPU9250_ADDRESS, INT_ENABLE, 0x01);  // Enable data ready (bit 0) interrupt
00431     }
00432 
00433 // Function which accumulates gyro and accelerometer data after device initialization. It calculates the average
00434 // of the at-rest readings and then loads the resulting offsets into accelerometer and gyro bias registers.
00435     void calibrateMPU9250(float * dest1, float * dest2) {
00436         uint8_t data[12]; // data array to hold accelerometer and gyro x, y, z, data
00437         uint16_t ii, packet_count, fifo_count;
00438         int32_t gyro_bias[3] = {0, 0, 0}, accel_bias[3] = {0, 0, 0};
00439 
00440 // reset device, reset all registers, clear gyro and accelerometer bias registers
00441         writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x80); // Write a one to bit 7 reset bit; toggle reset device
00442         wait(0.1);
00443 
00444 // get stable time source
00445 // Set clock source to be PLL with x-axis gyroscope reference, bits 2:0 = 001
00446         writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x01);
00447         writeByte(MPU9250_ADDRESS, PWR_MGMT_2, 0x00);
00448         wait(0.2);
00449 
00450 // Configure device for bias calculation
00451         writeByte(MPU9250_ADDRESS, INT_ENABLE, 0x00);   // Disable all interrupts
00452         writeByte(MPU9250_ADDRESS, FIFO_EN, 0x00);      // Disable FIFO
00453         writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x00);   // Turn on internal clock source
00454         writeByte(MPU9250_ADDRESS, I2C_MST_CTRL, 0x00); // Disable I2C master
00455         writeByte(MPU9250_ADDRESS, USER_CTRL, 0x00);    // Disable FIFO and I2C master modes
00456         writeByte(MPU9250_ADDRESS, USER_CTRL, 0x0C);    // Reset FIFO and DMP
00457         wait(0.015);
00458 
00459 // Configure MPU9250 gyro and accelerometer for bias calculation
00460         writeByte(MPU9250_ADDRESS, CONFIG, 0x01);      // Set low-pass filter to 188 Hz
00461         writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x00);  // Set sample rate to 1 kHz
00462         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0x00);  // Set gyro full-scale to 250 degrees per second, maximum sensitivity
00463         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0x00); // Set accelerometer full-scale to 2 g, maximum sensitivity
00464 
00465         uint16_t  gyrosensitivity  = 131;   // = 131 LSB/degrees/sec
00466         uint16_t  accelsensitivity = 16384;  // = 16384 LSB/g
00467 
00468 // Configure FIFO to capture accelerometer and gyro data for bias calculation
00469         writeByte(MPU9250_ADDRESS, USER_CTRL, 0x40);   // Enable FIFO
00470         writeByte(MPU9250_ADDRESS, FIFO_EN, 0x78);     // Enable gyro and accelerometer sensors for FIFO (max size 512 bytes in MPU-9250)
00471         wait(0.04); // accumulate 40 samples in 80 milliseconds = 480 bytes
00472 
00473 // At end of sample accumulation, turn off FIFO sensor read
00474         writeByte(MPU9250_ADDRESS, FIFO_EN, 0x00);        // Disable gyro and accelerometer sensors for FIFO
00475         readBytes(MPU9250_ADDRESS, FIFO_COUNTH, 2, &data[0]); // read FIFO sample count
00476         fifo_count = ((uint16_t)data[0] << 8) | data[1];
00477         packet_count = fifo_count/12;// How many sets of full gyro and accelerometer data for averaging
00478 
00479         for (ii = 0; ii < packet_count; ii++) {
00480             int16_t accel_temp[3] = {0, 0, 0}, gyro_temp[3] = {0, 0, 0};
00481             readBytes(MPU9250_ADDRESS, FIFO_R_W, 12, &data[0]); // read data for averaging
00482             accel_temp[0] = (int16_t) (((int16_t)data[0] << 8) | data[1]  ) ;  // Form signed 16-bit integer for each sample in FIFO
00483             accel_temp[1] = (int16_t) (((int16_t)data[2] << 8) | data[3]  ) ;
00484             accel_temp[2] = (int16_t) (((int16_t)data[4] << 8) | data[5]  ) ;
00485             gyro_temp[0]  = (int16_t) (((int16_t)data[6] << 8) | data[7]  ) ;
00486             gyro_temp[1]  = (int16_t) (((int16_t)data[8] << 8) | data[9]  ) ;
00487             gyro_temp[2]  = (int16_t) (((int16_t)data[10] << 8) | data[11]) ;
00488 
00489             accel_bias[0] += (int32_t) accel_temp[0]; // Sum individual signed 16-bit biases to get accumulated signed 32-bit biases
00490             accel_bias[1] += (int32_t) accel_temp[1];
00491             accel_bias[2] += (int32_t) accel_temp[2];
00492             gyro_bias[0]  += (int32_t) gyro_temp[0];
00493             gyro_bias[1]  += (int32_t) gyro_temp[1];
00494             gyro_bias[2]  += (int32_t) gyro_temp[2];
00495 
00496         }
00497         accel_bias[0] /= (int32_t) packet_count; // Normalize sums to get average count biases
00498         accel_bias[1] /= (int32_t) packet_count;
00499         accel_bias[2] /= (int32_t) packet_count;
00500         gyro_bias[0]  /= (int32_t) packet_count;
00501         gyro_bias[1]  /= (int32_t) packet_count;
00502         gyro_bias[2]  /= (int32_t) packet_count;
00503 
00504         if(accel_bias[2] > 0L) {
00505             accel_bias[2] -= (int32_t) accelsensitivity;   // Remove gravity from the z-axis accelerometer bias calculation
00506         } else {
00507             accel_bias[2] += (int32_t) accelsensitivity;
00508         }
00509 
00510 // Construct the gyro biases for push to the hardware gyro bias registers, which are reset to zero upon device startup
00511         data[0] = (-gyro_bias[0]/4  >> 8) & 0xFF; // Divide by 4 to get 32.9 LSB per deg/s to conform to expected bias input format
00512         data[1] = (-gyro_bias[0]/4)       & 0xFF; // Biases are additive, so change sign on calculated average gyro biases
00513         data[2] = (-gyro_bias[1]/4  >> 8) & 0xFF;
00514         data[3] = (-gyro_bias[1]/4)       & 0xFF;
00515         data[4] = (-gyro_bias[2]/4  >> 8) & 0xFF;
00516         data[5] = (-gyro_bias[2]/4)       & 0xFF;
00517 
00518 /// Push gyro biases to hardware registers
00519         /*  writeByte(MPU9250_ADDRESS, XG_OFFSET_H, data[0]);
00520           writeByte(MPU9250_ADDRESS, XG_OFFSET_L, data[1]);
00521           writeByte(MPU9250_ADDRESS, YG_OFFSET_H, data[2]);
00522           writeByte(MPU9250_ADDRESS, YG_OFFSET_L, data[3]);
00523           writeByte(MPU9250_ADDRESS, ZG_OFFSET_H, data[4]);
00524           writeByte(MPU9250_ADDRESS, ZG_OFFSET_L, data[5]);
00525         */
00526         dest1[0] = (float) gyro_bias[0]/(float) gyrosensitivity; // construct gyro bias in deg/s for later manual subtraction
00527         dest1[1] = (float) gyro_bias[1]/(float) gyrosensitivity;
00528         dest1[2] = (float) gyro_bias[2]/(float) gyrosensitivity;
00529 
00530 // Construct the accelerometer biases for push to the hardware accelerometer bias registers. These registers contain
00531 // factory trim values which must be added to the calculated accelerometer biases; on boot up these registers will hold
00532 // non-zero values. In addition, bit 0 of the lower byte must be preserved since it is used for temperature
00533 // compensation calculations. Accelerometer bias registers expect bias input as 2048 LSB per g, so that
00534 // the accelerometer biases calculated above must be divided by 8.
00535 
00536         int32_t accel_bias_reg[3] = {0, 0, 0}; // A place to hold the factory accelerometer trim biases
00537         readBytes(MPU9250_ADDRESS, XA_OFFSET_H, 2, &data[0]); // Read factory accelerometer trim values
00538         accel_bias_reg[0] = (int16_t) ((int16_t)data[0] << 8) | data[1];
00539         readBytes(MPU9250_ADDRESS, YA_OFFSET_H, 2, &data[0]);
00540         accel_bias_reg[1] = (int16_t) ((int16_t)data[0] << 8) | data[1];
00541         readBytes(MPU9250_ADDRESS, ZA_OFFSET_H, 2, &data[0]);
00542         accel_bias_reg[2] = (int16_t) ((int16_t)data[0] << 8) | data[1];
00543 
00544         uint32_t mask = 1uL; // Define mask for temperature compensation bit 0 of lower byte of accelerometer bias registers
00545         uint8_t mask_bit[3] = {0, 0, 0}; // Define array to hold mask bit for each accelerometer bias axis
00546 
00547         for(ii = 0; ii < 3; ii++) {
00548             if(accel_bias_reg[ii] & mask) mask_bit[ii] = 0x01; // If temperature compensation bit is set, record that fact in mask_bit
00549         }
00550 
00551         // Construct total accelerometer bias, including calculated average accelerometer bias from above
00552         accel_bias_reg[0] -= (accel_bias[0]/8); // Subtract calculated averaged accelerometer bias scaled to 2048 LSB/g (16 g full scale)
00553         accel_bias_reg[1] -= (accel_bias[1]/8);
00554         accel_bias_reg[2] -= (accel_bias[2]/8);
00555 
00556         data[0] = (accel_bias_reg[0] >> 8) & 0xFF;
00557         data[1] = (accel_bias_reg[0])      & 0xFF;
00558         data[1] = data[1] | mask_bit[0]; // preserve temperature compensation bit when writing back to accelerometer bias registers
00559         data[2] = (accel_bias_reg[1] >> 8) & 0xFF;
00560         data[3] = (accel_bias_reg[1])      & 0xFF;
00561         data[3] = data[3] | mask_bit[1]; // preserve temperature compensation bit when writing back to accelerometer bias registers
00562         data[4] = (accel_bias_reg[2] >> 8) & 0xFF;
00563         data[5] = (accel_bias_reg[2])      & 0xFF;
00564         data[5] = data[5] | mask_bit[2]; // preserve temperature compensation bit when writing back to accelerometer bias registers
00565 
00566 // Apparently this is not working for the acceleration biases in the MPU-9250
00567 // Are we handling the temperature correction bit properly?
00568 // Push accelerometer biases to hardware registers
00569         /*  writeByte(MPU9250_ADDRESS, XA_OFFSET_H, data[0]);
00570           writeByte(MPU9250_ADDRESS, XA_OFFSET_L, data[1]);
00571           writeByte(MPU9250_ADDRESS, YA_OFFSET_H, data[2]);
00572           writeByte(MPU9250_ADDRESS, YA_OFFSET_L, data[3]);
00573           writeByte(MPU9250_ADDRESS, ZA_OFFSET_H, data[4]);
00574           writeByte(MPU9250_ADDRESS, ZA_OFFSET_L, data[5]);
00575         */
00576 // Output scaled accelerometer biases for manual subtraction in the main program
00577         dest2[0] = (float)accel_bias[0]/(float)accelsensitivity;
00578         dest2[1] = (float)accel_bias[1]/(float)accelsensitivity;
00579         dest2[2] = (float)accel_bias[2]/(float)accelsensitivity;
00580     }
00581 
00582 
00583 // Accelerometer and gyroscope self test; check calibration wrt factory settings
00584     void MPU9250SelfTest(float * destination) { // Should return percent deviation from factory trim values, +/- 14 or less deviation is a pass
00585         uint8_t rawData[6] = {0, 0, 0, 0, 0, 0};
00586         uint8_t selfTest[6];
00587         int16_t gAvg[3], aAvg[3], aSTAvg[3], gSTAvg[3];
00588         float factoryTrim[6];
00589         uint8_t FS = 0;
00590 
00591         writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x00); // Set gyro sample rate to 1 kHz
00592         writeByte(MPU9250_ADDRESS, CONFIG, 0x02); // Set gyro sample rate to 1 kHz and DLPF to 92 Hz
00593         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 1<<FS); // Set full scale range for the gyro to 250 dps
00594         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, 0x02); // Set accelerometer rate to 1 kHz and bandwidth to 92 Hz
00595         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 1<<FS); // Set full scale range for the accelerometer to 2 g
00596 
00597         for( int ii = 0; ii < 200; ii++) { // get average current values of gyro and acclerometer
00598 
00599             readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array
00600             aAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value
00601             aAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ;
00602             aAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ;
00603 
00604             readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array
00605             gAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value
00606             gAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ;
00607             gAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ;
00608         }
00609 
00610         for (int ii =0; ii < 3; ii++) { // Get average of 200 values and store as average current readings
00611             aAvg[ii] /= 200;
00612             gAvg[ii] /= 200;
00613         }
00614 
00615 // Configure the accelerometer for self-test
00616         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0xE0); // Enable self test on all three axes and set accelerometer range to +/- 2 g
00617         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0xE0); // Enable self test on all three axes and set gyro range to +/- 250 degrees/s
00618         wait(0.025); // Delay a while to let the device stabilize
00619 
00620         for( int ii = 0; ii < 200; ii++) { // get average self-test values of gyro and acclerometer
00621 
00622             readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array
00623             aSTAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value
00624             aSTAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ;
00625             aSTAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ;
00626 
00627             readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array
00628             gSTAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value
00629             gSTAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ;
00630             gSTAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ;
00631         }
00632 
00633         for (int ii =0; ii < 3; ii++) { // Get average of 200 values and store as average self-test readings
00634             aSTAvg[ii] /= 200;
00635             gSTAvg[ii] /= 200;
00636         }
00637 
00638 // Configure the gyro and accelerometer for normal operation
00639         writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0x00);
00640         writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0x00);
00641         wait(0.025); // Delay a while to let the device stabilize
00642 
00643         // Retrieve accelerometer and gyro factory Self-Test Code from USR_Reg
00644         selfTest[0] = readByte(MPU9250_ADDRESS, SELF_TEST_X_ACCEL); // X-axis accel self-test results
00645         selfTest[1] = readByte(MPU9250_ADDRESS, SELF_TEST_Y_ACCEL); // Y-axis accel self-test results
00646         selfTest[2] = readByte(MPU9250_ADDRESS, SELF_TEST_Z_ACCEL); // Z-axis accel self-test results
00647         selfTest[3] = readByte(MPU9250_ADDRESS, SELF_TEST_X_GYRO); // X-axis gyro self-test results
00648         selfTest[4] = readByte(MPU9250_ADDRESS, SELF_TEST_Y_GYRO); // Y-axis gyro self-test results
00649         selfTest[5] = readByte(MPU9250_ADDRESS, SELF_TEST_Z_GYRO); // Z-axis gyro self-test results
00650 
00651         // Retrieve factory self-test value from self-test code reads
00652         factoryTrim[0] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[0] - 1.0) )); // FT[Xa] factory trim calculation
00653         factoryTrim[1] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[1] - 1.0) )); // FT[Ya] factory trim calculation
00654         factoryTrim[2] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[2] - 1.0) )); // FT[Za] factory trim calculation
00655         factoryTrim[3] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[3] - 1.0) )); // FT[Xg] factory trim calculation
00656         factoryTrim[4] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[4] - 1.0) )); // FT[Yg] factory trim calculation
00657         factoryTrim[5] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[5] - 1.0) )); // FT[Zg] factory trim calculation
00658 
00659 // Report results as a ratio of (STR - FT)/FT; the change from Factory Trim of the Self-Test Response
00660 // To get percent, must multiply by 100
00661         for (int i = 0; i < 3; i++) {
00662             destination[i] = 100.0*((float)(aSTAvg[i] - aAvg[i]))/factoryTrim[i]; // Report percent differences
00663             destination[i+3] = 100.0*((float)(gSTAvg[i] - gAvg[i]))/factoryTrim[i+3]; // Report percent differences
00664         }
00665 
00666     }
00667 
00668 
00669 
00670 // Implementation of Sebastian Madgwick's "...efficient orientation filter for... inertial/magnetic sensor arrays"
00671 // (see http://www.x-io.co.uk/category/open-source/ for examples and more details)
00672 // which fuses acceleration, rotation rate, and magnetic moments to produce a quaternion-based estimate of absolute
00673 // device orientation -- which can be converted to yaw, pitch, and roll. Useful for stabilizing quadcopters, etc.
00674 // The performance of the orientation filter is at least as good as conventional Kalman-based filtering algorithms
00675 // but is much less computationally intensive---it can be performed on a 3.3 V Pro Mini operating at 8 MHz!
00676     void MadgwickQuaternionUpdate(float ax, float ay, float az, float gx, float gy, float gz, float mx, float my, float mz) {
00677         float q1 = q[0], q2 = q[1], q3 = q[2], q4 = q[3];   // short name local variable for readability
00678         float norm;
00679         float hx, hy, _2bx, _2bz;
00680         float s1, s2, s3, s4;
00681         float qDot1, qDot2, qDot3, qDot4;
00682 
00683         // Auxiliary variables to avoid repeated arithmetic
00684         float _2q1mx;
00685         float _2q1my;
00686         float _2q1mz;
00687         float _2q2mx;
00688         float _4bx;
00689         float _4bz;
00690         float _2q1 = 2.0f * q1;
00691         float _2q2 = 2.0f * q2;
00692         float _2q3 = 2.0f * q3;
00693         float _2q4 = 2.0f * q4;
00694         float _2q1q3 = 2.0f * q1 * q3;
00695         float _2q3q4 = 2.0f * q3 * q4;
00696         float q1q1 = q1 * q1;
00697         float q1q2 = q1 * q2;
00698         float q1q3 = q1 * q3;
00699         float q1q4 = q1 * q4;
00700         float q2q2 = q2 * q2;
00701         float q2q3 = q2 * q3;
00702         float q2q4 = q2 * q4;
00703         float q3q3 = q3 * q3;
00704         float q3q4 = q3 * q4;
00705         float q4q4 = q4 * q4;
00706 
00707         // Normalise accelerometer measurement
00708         norm = sqrt(ax * ax + ay * ay + az * az);
00709         if (norm == 0.0f) return; // handle NaN
00710         norm = 1.0f/norm;
00711         ax *= norm;
00712         ay *= norm;
00713         az *= norm;
00714 
00715         // Normalise magnetometer measurement
00716         norm = sqrt(mx * mx + my * my + mz * mz);
00717         if (norm == 0.0f) return; // handle NaN
00718         norm = 1.0f/norm;
00719         mx *= norm;
00720         my *= norm;
00721         mz *= norm;
00722 
00723         // Reference direction of Earth's magnetic field
00724         _2q1mx = 2.0f * q1 * mx;
00725         _2q1my = 2.0f * q1 * my;
00726         _2q1mz = 2.0f * q1 * mz;
00727         _2q2mx = 2.0f * q2 * mx;
00728         hx = mx * q1q1 - _2q1my * q4 + _2q1mz * q3 + mx * q2q2 + _2q2 * my * q3 + _2q2 * mz * q4 - mx * q3q3 - mx * q4q4;
00729         hy = _2q1mx * q4 + my * q1q1 - _2q1mz * q2 + _2q2mx * q3 - my * q2q2 + my * q3q3 + _2q3 * mz * q4 - my * q4q4;
00730         _2bx = sqrt(hx * hx + hy * hy);
00731         _2bz = -_2q1mx * q3 + _2q1my * q2 + mz * q1q1 + _2q2mx * q4 - mz * q2q2 + _2q3 * my * q4 - mz * q3q3 + mz * q4q4;
00732         _4bx = 2.0f * _2bx;
00733         _4bz = 2.0f * _2bz;
00734 
00735         // Gradient decent algorithm corrective step
00736         s1 = -_2q3 * (2.0f * q2q4 - _2q1q3 - ax) + _2q2 * (2.0f * q1q2 + _2q3q4 - ay) - _2bz * q3 * (_2bx * (0.5f - q3q3 - q4q4) + _2bz * (q2q4 - q1q3) - mx) + (-_2bx * q4 + _2bz * q2) * (_2bx * (q2q3 - q1q4) + _2bz * (q1q2 + q3q4) - my) + _2bx * q3 * (_2bx * (q1q3 + q2q4) + _2bz * (0.5f - q2q2 - q3q3) - mz);
00737         s2 = _2q4 * (2.0f * q2q4 - _2q1q3 - ax) + _2q1 * (2.0f * q1q2 + _2q3q4 - ay) - 4.0f * q2 * (1.0f - 2.0f * q2q2 - 2.0f * q3q3 - az) + _2bz * q4 * (_2bx * (0.5f - q3q3 - q4q4) + _2bz * (q2q4 - q1q3) - mx) + (_2bx * q3 + _2bz * q1) * (_2bx * (q2q3 - q1q4) + _2bz * (q1q2 + q3q4) - my) + (_2bx * q4 - _4bz * q2) * (_2bx * (q1q3 + q2q4) + _2bz * (0.5f - q2q2 - q3q3) - mz);
00738         s3 = -_2q1 * (2.0f * q2q4 - _2q1q3 - ax) + _2q4 * (2.0f * q1q2 + _2q3q4 - ay) - 4.0f * q3 * (1.0f - 2.0f * q2q2 - 2.0f * q3q3 - az) + (-_4bx * q3 - _2bz * q1) * (_2bx * (0.5f - q3q3 - q4q4) + _2bz * (q2q4 - q1q3) - mx) + (_2bx * q2 + _2bz * q4) * (_2bx * (q2q3 - q1q4) + _2bz * (q1q2 + q3q4) - my) + (_2bx * q1 - _4bz * q3) * (_2bx * (q1q3 + q2q4) + _2bz * (0.5f - q2q2 - q3q3) - mz);
00739         s4 = _2q2 * (2.0f * q2q4 - _2q1q3 - ax) + _2q3 * (2.0f * q1q2 + _2q3q4 - ay) + (-_4bx * q4 + _2bz * q2) * (_2bx * (0.5f - q3q3 - q4q4) + _2bz * (q2q4 - q1q3) - mx) + (-_2bx * q1 + _2bz * q3) * (_2bx * (q2q3 - q1q4) + _2bz * (q1q2 + q3q4) - my) + _2bx * q2 * (_2bx * (q1q3 + q2q4) + _2bz * (0.5f - q2q2 - q3q3) - mz);
00740         norm = sqrt(s1 * s1 + s2 * s2 + s3 * s3 + s4 * s4);    // normalise step magnitude
00741         norm = 1.0f/norm;
00742         s1 *= norm;
00743         s2 *= norm;
00744         s3 *= norm;
00745         s4 *= norm;
00746 
00747         // Compute rate of change of quaternion
00748         qDot1 = 0.5f * (-q2 * gx - q3 * gy - q4 * gz) - beta * s1;
00749         qDot2 = 0.5f * (q1 * gx + q3 * gz - q4 * gy) - beta * s2;
00750         qDot3 = 0.5f * (q1 * gy - q2 * gz + q4 * gx) - beta * s3;
00751         qDot4 = 0.5f * (q1 * gz + q2 * gy - q3 * gx) - beta * s4;
00752 
00753         // Integrate to yield quaternion
00754         q1 += qDot1 * deltat;
00755         q2 += qDot2 * deltat;
00756         q3 += qDot3 * deltat;
00757         q4 += qDot4 * deltat;
00758         norm = sqrt(q1 * q1 + q2 * q2 + q3 * q3 + q4 * q4);    // normalise quaternion
00759         norm = 1.0f/norm;
00760         q[0] = q1 * norm;
00761         q[1] = q2 * norm;
00762         q[2] = q3 * norm;
00763         q[3] = q4 * norm;
00764 
00765     }
00766 
00767 
00768 
00769 // Similar to Madgwick scheme but uses proportional and integral filtering on the error between estimated reference vectors and
00770 // measured ones.
00771     void MahonyQuaternionUpdate(float ax, float ay, float az, float gx, float gy, float gz, float mx, float my, float mz) {
00772         float q1 = q[0], q2 = q[1], q3 = q[2], q4 = q[3];   // short name local variable for readability
00773         float norm;
00774         float hx, hy, bx, bz;
00775         float vx, vy, vz, wx, wy, wz;
00776         float ex, ey, ez;
00777         float pa, pb, pc;
00778 
00779         // Auxiliary variables to avoid repeated arithmetic
00780         float q1q1 = q1 * q1;
00781         float q1q2 = q1 * q2;
00782         float q1q3 = q1 * q3;
00783         float q1q4 = q1 * q4;
00784         float q2q2 = q2 * q2;
00785         float q2q3 = q2 * q3;
00786         float q2q4 = q2 * q4;
00787         float q3q3 = q3 * q3;
00788         float q3q4 = q3 * q4;
00789         float q4q4 = q4 * q4;
00790 
00791         // Normalise accelerometer measurement
00792         norm = sqrt(ax * ax + ay * ay + az * az);
00793         if (norm == 0.0f) return; // handle NaN
00794         norm = 1.0f / norm;        // use reciprocal for division
00795         ax *= norm;
00796         ay *= norm;
00797         az *= norm;
00798 
00799         // Normalise magnetometer measurement
00800         norm = sqrt(mx * mx + my * my + mz * mz);
00801         if (norm == 0.0f) return; // handle NaN
00802         norm = 1.0f / norm;        // use reciprocal for division
00803         mx *= norm;
00804         my *= norm;
00805         mz *= norm;
00806 
00807         // Reference direction of Earth's magnetic field
00808         hx = 2.0f * mx * (0.5f - q3q3 - q4q4) + 2.0f * my * (q2q3 - q1q4) + 2.0f * mz * (q2q4 + q1q3);
00809         hy = 2.0f * mx * (q2q3 + q1q4) + 2.0f * my * (0.5f - q2q2 - q4q4) + 2.0f * mz * (q3q4 - q1q2);
00810         bx = sqrt((hx * hx) + (hy * hy));
00811         bz = 2.0f * mx * (q2q4 - q1q3) + 2.0f * my * (q3q4 + q1q2) + 2.0f * mz * (0.5f - q2q2 - q3q3);
00812 
00813         // Estimated direction of gravity and magnetic field
00814         vx = 2.0f * (q2q4 - q1q3);
00815         vy = 2.0f * (q1q2 + q3q4);
00816         vz = q1q1 - q2q2 - q3q3 + q4q4;
00817         wx = 2.0f * bx * (0.5f - q3q3 - q4q4) + 2.0f * bz * (q2q4 - q1q3);
00818         wy = 2.0f * bx * (q2q3 - q1q4) + 2.0f * bz * (q1q2 + q3q4);
00819         wz = 2.0f * bx * (q1q3 + q2q4) + 2.0f * bz * (0.5f - q2q2 - q3q3);
00820 
00821         // Error is cross product between estimated direction and measured direction of gravity
00822         ex = (ay * vz - az * vy) + (my * wz - mz * wy);
00823         ey = (az * vx - ax * vz) + (mz * wx - mx * wz);
00824         ez = (ax * vy - ay * vx) + (mx * wy - my * wx);
00825         if (Ki > 0.0f) {
00826             eInt[0] += ex;      // accumulate integral error
00827             eInt[1] += ey;
00828             eInt[2] += ez;
00829         } else {
00830             eInt[0] = 0.0f;     // prevent integral wind up
00831             eInt[1] = 0.0f;
00832             eInt[2] = 0.0f;
00833         }
00834 
00835         // Apply feedback terms
00836         gx = gx + Kp * ex + Ki * eInt[0];
00837         gy = gy + Kp * ey + Ki * eInt[1];
00838         gz = gz + Kp * ez + Ki * eInt[2];
00839 
00840         // Integrate rate of change of quaternion
00841         pa = q2;
00842         pb = q3;
00843         pc = q4;
00844         q1 = q1 + (-q2 * gx - q3 * gy - q4 * gz) * (0.5f * deltat);
00845         q2 = pa + (q1 * gx + pb * gz - pc * gy) * (0.5f * deltat);
00846         q3 = pb + (q1 * gy - pa * gz + pc * gx) * (0.5f * deltat);
00847         q4 = pc + (q1 * gz + pa * gy - pb * gx) * (0.5f * deltat);
00848 
00849         // Normalise quaternion
00850         norm = sqrt(q1 * q1 + q2 * q2 + q3 * q3 + q4 * q4);
00851         norm = 1.0f / norm;
00852         q[0] = q1 * norm;
00853         q[1] = q2 * norm;
00854         q[2] = q3 * norm;
00855         q[3] = q4 * norm;
00856 
00857     }
00858 };
00859 #endif