turnDetection(5218).c 2.9 KB

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  1. #include "turnDetection.h"
  2. //--------------------------define
  3. // 定义转弯阈值
  4. #define TURNING_THRESHOLD 1.0 // 以角度为单位,这个值需要根据实际情况调整
  5. // 低通滤波参数
  6. #define ALPHA 0.9 // 这个值需要根据实际情况调整
  7. //--------------------------param
  8. // 初始化姿态角度和角速度
  9. float previousPitch = 0.0;
  10. float previousRoll = 0.0;
  11. float previousYaw = 0.0;
  12. float previousAngularVelocity = 0.0;
  13. // 转弯标志
  14. uint8_t turnFlag = 0;
  15. // 陀螺仪数据异常标志
  16. uint8_t gyroscopeDataAnomaly = 0; // 1:数据异常 0;数据正常
  17. /**
  18. * @brief 将陀螺仪值转换为角速度值
  19. * @param none
  20. * @note
  21. * @retval angle:角速度值
  22. */
  23. float getAngularVelocity(void)
  24. {
  25. int16_t gyroscopeData[3] = {0};
  26. // // 读取陀螺仪数据
  27. atk_ms6050_get_gyroscope(&gyroscopeData[0], &gyroscopeData[1], &gyroscopeData[2]);
  28. // 计算陀螺仪数据的模长(即角速度)
  29. float gyroMagnitude = sqrt(pow(gyroscopeData[0], 2) + pow(gyroscopeData[1], 2) + pow(gyroscopeData[2], 2));
  30. return gyroMagnitude;
  31. }
  32. // 低通滤波函数
  33. float lowPassFilter(float previousValue, float rawValue) {
  34. return ALPHA * previousValue + (1 - ALPHA) * rawValue;
  35. }
  36. // 判断车辆是否正在转弯的函数
  37. int isTurning(void) {
  38. // 获取当前的 pitch、roll 和 yaw 角度
  39. float roll = 0.0, pitch = 0.0, yaw = 0.0;
  40. // 错误计数
  41. static uint8_t errcnt = 0; // 次数10次为故障
  42. // atk_ms6050_dmp_get_data(&pitch, &roll, &yaw);
  43. while(atk_ms6050_dmp_get_data(&pitch,&roll,&yaw)!=0){}
  44. printf("pitch:%.1f\n", pitch);
  45. printf("roll:%.1f\n", roll);
  46. printf("yaw:%.1f\n", yaw);
  47. // 故障判断
  48. if((pitch == 0) && (roll == 0) && (yaw == 0)){
  49. if(errcnt < 10){
  50. errcnt++;
  51. }else{
  52. errcnt = errcnt;
  53. BIT_SET(s_comData.Malfunction, gyroscope); // 置位陀螺仪数据异常故障
  54. return 0;
  55. }
  56. }else{
  57. errcnt = 0;
  58. BIT_CLEAR(s_comData.Malfunction, gyroscope);
  59. }
  60. // 获取当前的角速度
  61. float angularVelocity = getAngularVelocity();
  62. // 应用低通滤波
  63. pitch = lowPassFilter(previousPitch, pitch);
  64. roll = lowPassFilter(previousRoll, roll);
  65. yaw = lowPassFilter(previousYaw, yaw);
  66. angularVelocity = lowPassFilter(previousAngularVelocity, angularVelocity);
  67. // 计算姿态角度的变化速度
  68. float pitchChangeRate = fabs(pitch - previousPitch);
  69. float rollChangeRate = fabs(roll - previousRoll);
  70. float yawChangeRate = fabs(yaw - previousYaw);
  71. printf("pitchChangeRate:%.1f\n", pitchChangeRate);
  72. printf("rollChangeRate:%.1f\n", rollChangeRate);
  73. printf("yawChangeRate:%.1f\n", yawChangeRate);
  74. // 判断车辆是否正在转弯
  75. if (pitchChangeRate > TURNING_THRESHOLD || rollChangeRate > TURNING_THRESHOLD || yawChangeRate > TURNING_THRESHOLD) {
  76. turnFlag = 1; // 表示车辆正在转弯
  77. } else {
  78. turnFlag = 0; // 表示车辆未转弯
  79. }
  80. // 更新上一次的姿态角度和角速度
  81. previousPitch = pitch;
  82. previousRoll = roll;
  83. previousYaw = yaw;
  84. previousAngularVelocity = angularVelocity;
  85. if(turnFlag == 1){
  86. return 1;
  87. }else{
  88. return 0;
  89. }
  90. }