diff --git a/User/task/imu.c b/User/task/imu.c index e31a73c..968d271 100644 --- a/User/task/imu.c +++ b/User/task/imu.c @@ -10,6 +10,7 @@ #include "bsp/can.h" #include "bsp/time.h" #include "component/ahrs.h" +#include "component/filter.h" #include #include /* USER INCLUDE END */ @@ -50,6 +51,25 @@ AHRS_Accl_t accl; AHRS_Gyro_t gyro; AHRS_Eulr_t eulr; AHRS_Quaternion_t quat; + +/* 低通滤波器定义 */ +/* 加速度计3轴滤波器 */ +LowPassFilter2p_t accl_filter_x; +LowPassFilter2p_t accl_filter_y; +LowPassFilter2p_t accl_filter_z; + +/* 陀螺仪3轴滤波器 */ +LowPassFilter2p_t gyro_filter_x; +LowPassFilter2p_t gyro_filter_y; +LowPassFilter2p_t gyro_filter_z; + +/* 欧拉角3轴滤波器 */ +LowPassFilter2p_t eulr_filter_yaw; +LowPassFilter2p_t eulr_filter_pitch; +LowPassFilter2p_t eulr_filter_roll; + +/* 滤波器参数定义 */ +#define FILTER_CUTOFF_FREQ (30.0f) /* 截止频率50Hz */ /* USER STRUCT END */ /* Private function --------------------------------------------------------- */ @@ -66,21 +86,42 @@ void Task_imu(void *argument) { uint32_t tick = osKernelGetTickCount(); /* 控制任务运行频率的计时 */ /* USER CODE INIT BEGIN */ BSP_CAN_Init(); + + /* 初始化低通滤波器 */ + /* 加速度计滤波器初始化 */ + LowPassFilter2p_Init(&accl_filter_x, IMU_FREQ, FILTER_CUTOFF_FREQ); + LowPassFilter2p_Init(&accl_filter_y, IMU_FREQ, FILTER_CUTOFF_FREQ); + LowPassFilter2p_Init(&accl_filter_z, IMU_FREQ, FILTER_CUTOFF_FREQ); + + /* 陀螺仪滤波器初始化 */ + LowPassFilter2p_Init(&gyro_filter_x, IMU_FREQ, FILTER_CUTOFF_FREQ); + LowPassFilter2p_Init(&gyro_filter_y, IMU_FREQ, FILTER_CUTOFF_FREQ); + LowPassFilter2p_Init(&gyro_filter_z, IMU_FREQ, FILTER_CUTOFF_FREQ); + + /* 欧拉角滤波器初始化 */ + LowPassFilter2p_Init(&eulr_filter_yaw, IMU_FREQ, FILTER_CUTOFF_FREQ); + LowPassFilter2p_Init(&eulr_filter_pitch, IMU_FREQ, FILTER_CUTOFF_FREQ); + LowPassFilter2p_Init(&eulr_filter_roll, IMU_FREQ, FILTER_CUTOFF_FREQ); /* USER CODE INIT END */ while (1) { tick += delay_tick; /* 计算下一个唤醒时刻 */ /* USER CODE BEGIN */ - /* 获取加速度计数据并通过CAN发送 - 每轴使用16位编码 */ + /* 获取加速度计数据,应用滤波器后通过CAN发送 - 每轴使用16位编码 */ if (osMessageQueueGet(task_runtime.msgq.imu.accl, &accl, NULL, 0) == osOK) { BSP_CAN_StdDataFrame_t accl_frame; accl_frame.id = CAN_ID_AHRS_ACCL; accl_frame.dlc = 6; /* 3轴 × 2字节 = 6字节 */ - /* 限制并映射加速度数据到16位整数 */ - float ax = CLAMP(accl.x, ACCEL_CAN_MIN, ACCEL_CAN_MAX); - float ay = CLAMP(accl.y, ACCEL_CAN_MIN, ACCEL_CAN_MAX); - float az = CLAMP(accl.z, ACCEL_CAN_MIN, ACCEL_CAN_MAX); + /* 对加速度数据应用低通滤波器 */ + float ax_filtered = LowPassFilter2p_Apply(&accl_filter_x, accl.x); + float ay_filtered = LowPassFilter2p_Apply(&accl_filter_y, accl.y); + float az_filtered = LowPassFilter2p_Apply(&accl_filter_z, accl.z); + + /* 限制并映射滤波后的加速度数据到16位整数 */ + float ax = CLAMP(ax_filtered, ACCEL_CAN_MIN, ACCEL_CAN_MAX); + float ay = CLAMP(ay_filtered, ACCEL_CAN_MIN, ACCEL_CAN_MAX); + float az = CLAMP(az_filtered, ACCEL_CAN_MIN, ACCEL_CAN_MAX); int16_t ax_int = MAP_TO_INT16(ax, ACCEL_CAN_MIN, ACCEL_CAN_MAX); int16_t ay_int = MAP_TO_INT16(ay, ACCEL_CAN_MIN, ACCEL_CAN_MAX); @@ -93,16 +134,21 @@ void Task_imu(void *argument) { BSP_CAN_TransmitStdDataFrame(BSP_CAN_1, &accl_frame); } - /* 获取陀螺仪数据并通过CAN发送 - 每轴使用16位编码 */ + /* 获取陀螺仪数据,应用滤波器后通过CAN发送 - 每轴使用16位编码 */ if (osMessageQueueGet(task_runtime.msgq.imu.gyro, &gyro, NULL, 0) == osOK) { BSP_CAN_StdDataFrame_t gyro_frame; gyro_frame.id = CAN_ID_AHRS_GYRO; gyro_frame.dlc = 6; /* 3轴 × 2字节 = 6字节 */ - /* 限制并映射陀螺仪数据到16位整数 */ - float gx = CLAMP(gyro.x, GYRO_CAN_MIN, GYRO_CAN_MAX); - float gy = CLAMP(gyro.y, GYRO_CAN_MIN, GYRO_CAN_MAX); - float gz = CLAMP(gyro.z, GYRO_CAN_MIN, GYRO_CAN_MAX); + /* 对陀螺仪数据应用低通滤波器 */ + float gx_filtered = LowPassFilter2p_Apply(&gyro_filter_x, gyro.x); + float gy_filtered = LowPassFilter2p_Apply(&gyro_filter_y, gyro.y); + float gz_filtered = LowPassFilter2p_Apply(&gyro_filter_z, gyro.z); + + /* 限制并映射滤波后的陀螺仪数据到16位整数 */ + float gx = CLAMP(gx_filtered, GYRO_CAN_MIN, GYRO_CAN_MAX); + float gy = CLAMP(gy_filtered, GYRO_CAN_MIN, GYRO_CAN_MAX); + float gz = CLAMP(gz_filtered, GYRO_CAN_MIN, GYRO_CAN_MAX); int16_t gx_int = MAP_TO_INT16(gx, GYRO_CAN_MIN, GYRO_CAN_MAX); int16_t gy_int = MAP_TO_INT16(gy, GYRO_CAN_MIN, GYRO_CAN_MAX); @@ -115,16 +161,21 @@ void Task_imu(void *argument) { BSP_CAN_TransmitStdDataFrame(BSP_CAN_1, &gyro_frame); } - /* 获取欧拉角数据并通过CAN发送 - 每角使用16位编码 */ + /* 获取欧拉角数据,应用滤波器后通过CAN发送 - 每角使用16位编码 */ if (osMessageQueueGet(task_runtime.msgq.imu.eulr, &eulr, NULL, 0) == osOK) { BSP_CAN_StdDataFrame_t eulr_frame; eulr_frame.id = CAN_ID_AHRS_EULR; eulr_frame.dlc = 6; /* 3个角度 × 2字节 = 6字节 */ - /* 限制并映射欧拉角数据到16位整数 */ - float yaw = CLAMP(eulr.yaw, YAW_CAN_MIN, YAW_CAN_MAX); - float pitch = CLAMP(eulr.pit, PITCH_CAN_MIN, PITCH_CAN_MAX); - float roll = CLAMP(eulr.rol, ROLL_CAN_MIN, ROLL_CAN_MAX); + /* 对欧拉角数据应用低通滤波器 */ + float yaw_filtered = LowPassFilter2p_Apply(&eulr_filter_yaw, eulr.yaw); + float pitch_filtered = LowPassFilter2p_Apply(&eulr_filter_pitch, eulr.pit); + float roll_filtered = LowPassFilter2p_Apply(&eulr_filter_roll, eulr.rol); + + /* 限制并映射滤波后的欧拉角数据到16位整数 */ + float yaw = CLAMP(yaw_filtered, YAW_CAN_MIN, YAW_CAN_MAX); + float pitch = CLAMP(pitch_filtered, PITCH_CAN_MIN, PITCH_CAN_MAX); + float roll = CLAMP(roll_filtered, ROLL_CAN_MIN, ROLL_CAN_MAX); int16_t yaw_int = MAP_TO_INT16(yaw, YAW_CAN_MIN, YAW_CAN_MAX); int16_t pitch_int = MAP_TO_INT16(pitch, PITCH_CAN_MIN, PITCH_CAN_MAX);