#include "imu_processing.h" #include "biquad_filter.h" #include "math.h" static float accel_bias_x = 0.0f; static float accel_bias_y = 0.0f; static biquad_t accel_x_lpf; static biquad_t accel_y_lpf; static biquad_t accel_z_lpf; static biquad_t gyro_x_lpf; static biquad_t gyro_y_lpf; static biquad_t gyro_z_lpf; const float accel_min = -4096.0f; const float accel_max = 4096.0f; static int16_t x_calib; static int16_t y_calib; static int16_t z_calib; static long gyro_shift[3] = {0, 0, 0}; static float acc; void imu_processing_init() { biquad_init_lpf(&accel_x_lpf, 25.0f, 500.0f); biquad_init_lpf(&accel_y_lpf, 25.0f, 500.0f); biquad_init_lpf(&accel_z_lpf, 25.0f, 500.0f); biquad_init_lpf(&gyro_x_lpf, 25.0f, 500.0f); biquad_init_lpf(&gyro_y_lpf, 25.0f, 500.0f); biquad_init_lpf(&gyro_z_lpf, 25.0f, 500.0f); } void imu_read_scaled(imu_scaled_t* out, const uint8_t* allowed_calib) { static imu_raw_t raw; imu_read_raw(&raw); raw.ax -= accel_bias_x; raw.ay -= accel_bias_y; raw.ax = (uint16_t) biquad_apply(&accel_x_lpf, raw.ax); raw.ay = (uint16_t) biquad_apply(&accel_y_lpf, raw.ay); raw.az = (uint16_t) biquad_apply(&accel_z_lpf, raw.az); raw.gx = (uint16_t) biquad_apply(&gyro_x_lpf, raw.gx); raw.gy = (uint16_t) biquad_apply(&gyro_y_lpf, raw.gy); raw.gz = (uint16_t) biquad_apply(&gyro_z_lpf, raw.gz); if (allowed_calib) imu_calib(&raw, 50, 4096, 500); out->ax = normalize(raw.ax, 1.0f, accel_min, accel_max); out->ay = normalize(raw.ay, 1.0f, accel_min, accel_max); out->az = normalize(raw.az, 1.0f, accel_min, accel_max); out->gx = (raw.gx - gyro_shift[0]) / GYRO_SENS_SCALE_FACTOR; out->gy = (raw.gy - gyro_shift[1]) / GYRO_SENS_SCALE_FACTOR; out->gz = (raw.gz - gyro_shift[2]) / GYRO_SENS_SCALE_FACTOR; } void imu_process_raw(imu_scaled_t* out, imu_raw_t* raw, const uint8_t* allowed_calib) { // bias raw->ax -= accel_bias_x; raw->ay -= accel_bias_y; // фильтры raw->ax = (uint16_t) biquad_apply(&accel_x_lpf, raw->ax); raw->ay = (uint16_t) biquad_apply(&accel_y_lpf, raw->ay); raw->az = (uint16_t) biquad_apply(&accel_z_lpf, raw->az); raw->gx = (uint16_t) biquad_apply(&gyro_x_lpf, raw->gx); raw->gy = (uint16_t) biquad_apply(&gyro_y_lpf, raw->gy); raw->gz = (uint16_t) biquad_apply(&gyro_z_lpf, raw->gz); // калибровка if (allowed_calib) imu_calib(raw, 50, 4096, 500); // масштабирование out->ax = normalize(raw->ax, 1.0f, accel_min, accel_max); out->ay = normalize(raw->ay, 1.0f, accel_min, accel_max); out->az = normalize(raw->az, 1.0f, accel_min, accel_max); out->gx = (raw->gx - gyro_shift[0]) / GYRO_SENS_SCALE_FACTOR; out->gy = (raw->gy - gyro_shift[1]) / GYRO_SENS_SCALE_FACTOR; out->gz = (raw->gz - gyro_shift[2]) / GYRO_SENS_SCALE_FACTOR; } void imu_calib(imu_raw_t* imu, long gyrLim, long accZero, long accMax) { long len = imu->gx*imu->gx + imu->gy*imu->gy + imu->gz*imu->gz; if (len > gyrLim*gyrLim) return; const float alpha = 0.001f; x_calib = imu->gx, y_calib = imu->gy, z_calib = imu->gz; x_calib = x_calib * (1.0f - alpha) + imu->gx * alpha; y_calib = y_calib * (1.0f - alpha) + imu->gy * alpha; z_calib = z_calib * (1.0f - alpha) + imu->gz * alpha; gyro_shift[0] = x_calib; gyro_shift[1] = y_calib; gyro_shift[2] = z_calib; len = imu->ax*imu->ax + imu->ay*imu->ay + imu->az*imu->az; if (absl(len - accZero*accZero) > accMax*accMax) return; len = sqrtf(len); acc = len; acc = acc * (1.0f - alpha) + len * alpha; } uint16_t Rev16(uint16_t v) { asm("REV16 %1, %0" : "=r" (v) : "r" (v)); return v; } void imu_accel_calibrate() { const int samples = 1000; float sum_ax = 0; float sum_ay = 0; imu_raw_t imu; for (uint16_t i = 0; i < samples; ++i) { imu_read_raw(&imu); sum_ax += imu.ax; sum_ay += imu.ay; for (volatile uint16_t i = 0; i < 5000; ++i) { asm volatile("NOP"); }; } accel_bias_x = sum_ax / samples; accel_bias_y = sum_ay / samples; } float normalize(float value, float scale, float min, float max) { const float len = (max - min) / 2.0f; const float shift = (max + min) / 2.0f; return (value - shift) * scale / len; } long absl(long value) { if (value < 0) return -value; return value; }