#include #include "stdio.h" #include "ble_comm.h" #include "hal_flash.h" #include "hal_imu.h" #include "hal_step.h" #include "system.h" #include "bsp_time.h" #include "app_ImuCalibration.h" #include "app_charge.h" #include "hal_ble_client.h" #include "bmi160_support.h" #include "hal_attitude.h" #if CALIBRATION_ENANBLE enum{ ImuCal_init, ImuCal_GetData, ImuCal_Analyze, ImuCal_finish, ImuCal_error, ImuCal_quiet, }; char printfbuf[256]; void send_ANO(unsigned char fun, unsigned char* p, int len); #define Mahony_PRINT(...) send_ANO(0,(unsigned char*)printfbuf,sprintf(printfbuf,__VA_ARGS__)) #define ERROR_PIN_ON nrf_gpio_pin_write(PIN_LED_RUN,0); #define ERROR_PIN_OFF nrf_gpio_pin_write(PIN_LED_RUN,1); static float invSampleFreq = 0.010f; //采样率(Hz) //匿名四轴上位机api void send_ANO(unsigned char fun, unsigned char* p, int len){ unsigned char buf[256]; int L = 0; unsigned char ver = 0; buf[L] = 0xAA; ver += buf[L++]; buf[L] = 0x05; ver += buf[L++]; buf[L] = 0xAF; ver += buf[L++]; buf[L] = fun; ver += buf[L++]; buf[L] = len; ver += buf[L++]; for (int i = 0; i < len; i++) { buf[L] = p[i]; ver += buf[L++]; } buf[L++] = ver; // extern void send_bytes_client(unsigned char* bytes, int len); send_bytes_client(buf, L); // SEGGER_RTT_Write(0,buf, L); // ESB_SendBuff(buf,L); } void send_ANO_Quaternion(float* Q){ unsigned char buf[256]; unsigned char L = 0; int quat[4]; quat[0] = Q[0] * 10000; quat[1] = Q[1] * 10000; quat[2] = Q[2] * 10000; quat[3] = Q[3] * 10000; buf[L++] = (unsigned char)(quat[0] >> 24); buf[L++] = (unsigned char)(quat[0] >> 16); buf[L++] = (unsigned char)(quat[0] >> 8); buf[L++] = (unsigned char)(quat[0] >> 0); buf[L++] = (unsigned char)(quat[1] >> 24); buf[L++] = (unsigned char)(quat[1] >> 16); buf[L++] = (unsigned char)(quat[1] >> 8); buf[L++] = (unsigned char)(quat[1] >> 0); buf[L++] = (unsigned char)(quat[2] >> 24); buf[L++] = (unsigned char)(quat[2] >> 16); buf[L++] = (unsigned char)(quat[2] >> 8); buf[L++] = (unsigned char)(quat[2] >> 0); buf[L++] = (unsigned char)(quat[3] >> 24); buf[L++] = (unsigned char)(quat[3] >> 16); buf[L++] = (unsigned char)(quat[3] >> 8); buf[L++] = (unsigned char)(quat[3] >> 0); buf[L++] = 0; send_ANO(0x03, buf, L); } void send_ANO_STATUS(float _roll, float _pitch, float _yaw, float _posx, float _posy, float _posz){ unsigned char buf[256]; unsigned char L = 0; short roll = _roll * 100; short pitch = _pitch * 100; short yaw = _yaw * 100; short posx = _posx * 100; short posy = _posy * 100; short posz = _posz * 100; buf[L++] = (unsigned char)(roll >> 8); buf[L++] = (unsigned char)(roll >> 0); buf[L++] = (unsigned char)(pitch >> 8); buf[L++] = (unsigned char)(pitch >> 0); buf[L++] = (unsigned char)(yaw >> 8); buf[L++] = (unsigned char)(yaw >> 0); buf[L++] = (unsigned char)(posx >> 8); buf[L++] = (unsigned char)(posx >> 0); buf[L++] = (unsigned char)(posy >> 8); buf[L++] = (unsigned char)(posy >> 0); buf[L++] = (unsigned char)(posz >> 8); buf[L++] = (unsigned char)(posz >> 0); buf[L++] = 0; send_ANO(0x01, buf, L); } void send_ANO_SENSER(short gx, short gy, short gz, short ax, short ay, short az, short mx, short my, short mz){ unsigned char buf[256]; unsigned char L = 0; buf[L++] = (unsigned char)(ax >> 8); buf[L++] = (unsigned char)(ax >> 0); buf[L++] = (unsigned char)(ay >> 8); buf[L++] = (unsigned char)(ay >> 0); buf[L++] = (unsigned char)(az >> 8); buf[L++] = (unsigned char)(az >> 0); buf[L++] = (unsigned char)(gx >> 8); buf[L++] = (unsigned char)(gx >> 0); buf[L++] = (unsigned char)(gy >> 8); buf[L++] = (unsigned char)(gy >> 0); buf[L++] = (unsigned char)(gz >> 8); buf[L++] = (unsigned char)(gz >> 0); buf[L++] = (unsigned char)(mx >> 8); buf[L++] = (unsigned char)(mx >> 0); buf[L++] = (unsigned char)(my >> 8); buf[L++] = (unsigned char)(my >> 0); buf[L++] = (unsigned char)(mz >> 8); buf[L++] = (unsigned char)(mz >> 0); send_ANO(0x02, buf, L); } //LDLT分解法解线性方程组,和LDLTBKSB_6一起用 char LDLTDCMP_6(int n, float (*a)[6]){ int k; int m; int i; for (k = 0; k < n; k++){ for (m = 0; m < k; m++){ a[k][k] = a[k][k] - a[m][k] * a[k][m]; } if (a[k][k] == 0){ return 1;//error } for(i = k + 1; i < n; i++){ for (m = 0; m < k; m++){ a[k][i] = a[k][i] - a[m][i] * a[k][m]; } a[i][k] = a[k][i] / a[k][k]; } } return 0; } //LDLT分解法解线性方程组,和LDLTDCMP_6一起用 void LDLTBKSB_6(int n, float (*a)[6], float* b) { int k; int i; for (i = 0; i < n; i++){ for (k = 0; k < i; k++){ b[i] = b[i] - a[i][k] * b[k]; } } for (i = n - 1; i >= 0; i--){ b[i] = b[i] / a[i][i]; for (k = i + 1; k < n; k++){ b[i] = b[i] - a[k][i] * b[k]; } } } float Acc_static_calibration_b[6] = {0.0f}; float Acc_static_calibration_D[6][6] = {0.0f}; float Acc_static_calibration_out[6] = {1.000718f, 1.001100f, 0.988632f, 0.012943f, 0.006423f, 0.0034f}; //V1.3板 void Ellipsoidfit_six_pram_update(float X, float Y, float Z, float* b, float (*D)[6]){ float coft[6] = {0.0f}; int r, j; coft[0] = X * X; coft[3] = 2.0f * X; coft[1] = Y * Y; coft[4] = 2.0f * Y; coft[2] = Z * Z; coft[5] = 2.0f * Z; for (j = 0; j < 6; j++){ b[j] += coft[j]; } for (r = 0; r < 6; r++){ for (j = 0; j <= r; j++){ D[r][j] += coft[r] * coft[j]; } } for (r = 0; r < 6; r++){ for (j = 5; j > r; j--){ D[r][j] = D[j][r]; } } } void Ellipsoidfit_six_pram_Solution(float* b, float (*D)[6], float* out) { float temp = 0; //解线性方程组,求解超定方程最小二乘解 LDLTDCMP_6(6, D); LDLTBKSB_6(6, D, b); temp = b[1] * b[2] * b[3] * b[3] + b[0] * b[2] * b[4] * b[4] + b[0] * b[1] * b[5] * b[5]; temp = 1.0f - (temp / (temp + (b[0] * b[1] * b[2]))); out[0] = sqrtf(temp * b[0]); out[1] = sqrtf(temp * b[1]); out[2] = sqrtf(temp * b[2]); out[3] = b[3] * temp / out[0]; out[4] = b[4] * temp / out[1]; out[5] = b[5] * temp / out[2]; } //需要200ms执行一次,开始信号检测,检测到返回1,否则返回0 char begin_REC(float *acc) { static float Acc_before[3]; static float accmod,accmodbef; static char cun=0; float gyrmod = acc[0]*Acc_before[0]+acc[1]*Acc_before[1]+acc[2]*Acc_before[2]; accmod = sqrtf(acc[0] * acc[0] + acc[1] * acc[1] + acc[2] * acc[2]); gyrmod=gyrmod/(accmod*accmodbef); gyrmod=acos(gyrmod)*3.14; Acc_before[0]=acc[0];Acc_before[1]=acc[1];Acc_before[2]=acc[2]; accmodbef=accmod; Mahony_PRINT("accmodbef:%f,gyrmod:%f,cun:%d\n",accmodbef,gyrmod,cun); if((gyrmod > 0.25f)&&(gyrmod < 0.75f)) { cun++; }else cun=0; if(cun>=10){ cun=0; return 1; } else return 0; } static uint8_t ImuCal_state = ImuCal_init; char Acc_static_calibration(float* Acc_in, float* Acc_out, const float* gyr) { static int temp = 0; static int overtime = 0; static int caiyingcun = 0; switch (ImuCal_state){ case ImuCal_init:{//未校准状态 if(begin_REC(Acc_in)){ ImuCal_state = ImuCal_GetData; caiyingcun = 0; overtime = 0; for (int i = 0; i < 6; i++){ Acc_static_calibration_b[i] = 0.0f; Acc_static_calibration_D[i][0] = 0.0f; Acc_static_calibration_D[i][1] = 0.0f; Acc_static_calibration_D[i][2] = 0.0f; Acc_static_calibration_D[i][3] = 0.0f; Acc_static_calibration_D[i][4] = 0.0f; Acc_static_calibration_D[i][5] = 0.0f; } ERROR_PIN_ON Mahony_PRINT("Acc_static_calibration -> start \r\n"); temp = 0; } } break; case ImuCal_GetData:{//采集校准数据状态 float gyrmod = sqrtf(gyr[0] * gyr[0] + gyr[1] * gyr[1] + gyr[2] * gyr[2]); if (gyrmod < 18.27f){ //静止检测 //采样数据 if(((Acc_in[0]<2.0f)||(Acc_in[0]>-2.0f))&&((Acc_in[1]<2.0f)||(Acc_in[1]>-2.0f))&&((Acc_in[2]<2.0f)||(Acc_in[2]>-2.0f))){ Ellipsoidfit_six_pram_update(Acc_in[0], Acc_in[1], Acc_in[2], Acc_static_calibration_b, Acc_static_calibration_D); caiyingcun++; send_ANO_SENSER(gyr[0] * 100, gyr[1] * 100, gyr[2] * 100, Acc_in[0] * 100, Acc_in[1] * 100, Acc_in[2] * 100, 0, 0, 0); } } //检测结束条件 if ((gyrmod > 30.0f) && (gyrmod < 60.0f) && (caiyingcun > 20)){ temp = temp + 1; } else{ temp = 0; } if (temp * invSampleFreq > 2.0f){ Ellipsoidfit_six_pram_Solution(Acc_static_calibration_b, Acc_static_calibration_D, Acc_static_calibration_out); ImuCal_state = ImuCal_Analyze; Mahony_PRINT("ImuCal_state ImuCal_GetData"); } overtime++; if (overtime * invSampleFreq > 150.0f){ ImuCal_state = ImuCal_error; Mahony_PRINT("ImuCal_state ImuCal_error"); } } break; case ImuCal_Analyze:{//校准数据处理状态 float gyrmod = sqrtf(gyr[0] * gyr[0] + gyr[1] * gyr[1] + gyr[2] * gyr[2]); if (gyrmod < 18.27f){ //静止检测 if (((Acc_static_calibration_out[0] > 0.85f) && (Acc_static_calibration_out[0] < 1.15f)) && ((Acc_static_calibration_out[1] > 0.85f) && (Acc_static_calibration_out[1] < 1.15f)) && ((Acc_static_calibration_out[2] > 0.85f) && (Acc_static_calibration_out[2] < 1.15f))){ // Mahony_PRINT("out[%f,%f,%f,%f,%f,%f] \r\n", Acc_static_calibration_out[0], Acc_static_calibration_out[1], Acc_static_calibration_out[2], Acc_static_calibration_out[3], Acc_static_calibration_out[4], Acc_static_calibration_out[5]); Mahony_PRINT("ImuCal_state ImuCal_finish"); temp = 0; ImuCal_state = ImuCal_finish; for(int a = 0; a < 6; a++){ mBackup.cal[a] = Acc_static_calibration_out[a]; } } else{ ImuCal_state = ImuCal_quiet; } overtime = 0; } } break; // case ImuCal_finish:{//已经校准完状态 // Mahony_PRINT("ImuCal_state ImuCal_init"); // ImuCal_state = 0; // } // break; // case ImuCal_error:{//校准过程中断退出状态 // Mahony_PRINT("ImuCal_state ImuCal_init"); // ImuCal_state = 0; // Mahony_PRINT("ImuCal_state ImuCal_init"); // } // break; // case ImuCal_quiet:{//校准过程中断退出状态 // ImuCal_state = 0; // } // break; } return ImuCal_state; } void Mahony_imu_lbs(short* Acc_in, short* Gyr_in, short* Mag_in, float* Acc, float* Gyr, float* Mag) { float ACC_LBS = 32768.0f / 16.0f; float GYR_LBS = 32768.0f / 2000.0f; Acc[0] = Acc_in[0] / ACC_LBS; Acc[1] = Acc_in[1] / ACC_LBS; Acc[2] = Acc_in[2] / ACC_LBS; Gyr[0] = Gyr_in[0] / GYR_LBS; Gyr[1] = Gyr_in[1] / GYR_LBS; Gyr[2] = Gyr_in[2] / GYR_LBS; Mag[0] = Mag_in[0] / 1.0f; Mag[1] = Mag_in[1] / 1.0f; Mag[2] = Mag_in[2] / 1.0f; } static float acc[3], gyr[3], mag[3]; static void ImuCalibration_pcs(short* Acc, short* Gyr, short* Mag) { Mahony_imu_lbs(Acc, Gyr, Mag, acc, gyr, mag); //转换IMU数据量程,加速度单位转换为G,陀螺仪单位转换为度每秒,磁力计不需要转换单位,后面会做归一化处理 Acc_static_calibration(acc, NULL, gyr); } /*********************************** *未校准:灭灯 *校准中:指示灯常亮 *校准完成:指示灯慢闪,亮10ms,灭灯2S *校准错误:指示灯快闪,亮10ms,灭灯100ms ************************************/ static void app_ImuCalLed_process(void){ nrf_gpio_pin_write(PIN_LED_RUN,0); nrf_delay_ms(10); nrf_gpio_pin_write(PIN_LED_RUN,1); char printdata[200]={0}; sprintf(printdata,"caldata:%f,%f,%f,%f,%f,%f",mBackup.cal[0],mBackup.cal[1],mBackup.cal[2],mBackup.cal[3],mBackup.cal[4],mBackup.cal[5]); SEGGER_RTT_printf(0,"%s\n",printdata); Mahony_PRINT("caldata:%f,%f,%f,%f,%f,%f",mBackup.cal[0],mBackup.cal[1],mBackup.cal[2],mBackup.cal[3],mBackup.cal[4],mBackup.cal[5]); } uint8_t app_imucal_getstate(void){ if(ImuCal_GetData == ImuCal_state || ImuCal_Analyze == ImuCal_state)return 1; else return 0; } static void app_cal_process(void){ static uint8_t state =0; static uint8_t temp =0; int16_t Acc[3]={0}; int16_t Gry[3]={0}; int16_t Mag[3]={0}; switch(state){ case 0: IMU_GetAcc(Acc); IMU_GetGry(Gry); // SEGGER_RTT_printf(0,"h_ax=%d\r,h_ay=%d\r,h_az=%d\r\n",Acc[0],Acc[1],Acc[2]); // SEGGER_RTT_printf(0,"h_gx=%d\r,h_gy=%d\r,h_gz=%d\r\n",Gry[0],Gry[1],Gry[2]); ImuCalibration_pcs((short *)Acc,(short *)Gry,(short *)Mag); if(ImuCal_state == ImuCal_GetData){ Process_UpdatePeroid(app_cal_process,10); Process_SetHoldOn(app_cal_process,1); nrf_gpio_pin_write(PIN_LED_RUN,0); hal_attitude_setMode(STANDARD_UI_IMU); state =1; temp=0; } break; case 1: if(1 == hal_attitude_GetMode(STANDARD_UI_IMU)){ state =2; }else if(temp++ >=20)state =0; break; case 2: IMU_GetAcc(Acc); IMU_GetGry(Gry); ImuCalibration_pcs((short *)Acc,(short *)Gry,(short *)Mag); // SEGGER_RTT_printf(0,">>>>>>>22222\n"); if(ImuCal_state == ImuCal_finish){ Flash_SaveBackup(); Mahony_PRINT("ImuCal_state ImuCal_finish"); Process_Start(2000,"app_cal_process",app_ImuCalLed_process); Process_UpdatePeroid(app_ImuCalLed_process,2000); Process_UpdatePeroid(app_cal_process,200); Process_SetHoldOn(app_cal_process,0); hal_attitude_setMode(ACCEL_PEDOMETER_FIFO); state =3; } else if(ImuCal_state == ImuCal_error || ImuCal_state == ImuCal_quiet){ Mahony_PRINT("ImuCal_state ImuCal_error"); Process_Start(100,"app_cal_process",app_ImuCalLed_process); Process_UpdatePeroid(app_ImuCalLed_process,100); Process_UpdatePeroid(app_cal_process,200); Process_SetHoldOn(app_cal_process,1); hal_attitude_setMode(ACCEL_PEDOMETER_FIFO); state =3; } break; case 3: if(1 == hal_attitude_GetMode(ACCEL_PEDOMETER_FIFO)){ state = 4; } else if(++temp>20){ temp = 0; state = 4; } break; case 4: if(app_charge_Getstate() == BLE_Client_T_CHARGE_INSERT || app_charge_Getstate() == BLE_Client_T_CHARGE_DONE){ state =0; ImuCal_state = ImuCal_init; Process_Stop(app_ImuCalLed_process); nrf_gpio_pin_write(PIN_LED_RUN,1); } break; } } void app_ImuCalibration_init(void){ Process_Start(200,"app_cal_process",app_cal_process); } #endif