iOS利用手机摄像头测心率

2020-01-17 21:54:12丽君

原理:就是说划一个时间段,在这个时间段里面找到一个 最低峰值 ,然后确定一个 周期 ,然后分别在 这个峰值 前间隔 0.5个周期 的 1周期里 和 这个峰值 后间隔 0.5个周期 的 1周期 里找到一个最低峰值。 然后根据这几个值来确定瞬时心率。

 


- (void)analysisPointsWith:(NSDictionary *)point {

  [self.points addObject:point];
  if (self.points.count<=30) return;
  int count = (int)self.points.count;

  if (self.points.count%10 == 0) {

    int d_i_c = 0;     //最低峰值的位置 姑且算在中间位置 c->center
    int d_i_l = 0;     //最低峰值左面的最低峰值位置 l->left
    int d_i_r = 0;     //最低峰值右面的最低峰值位置 r->right


    float trough_c = 0;   //最低峰值的浮点值
    float trough_l = 0;   //最低峰值左面的最低峰值浮点值
    float trough_r = 0;   //最低峰值右面的最低峰值浮点值

    // 1.先确定数据中的最低峰值
    for (int i = 0; i < count; i++) {
      float trough = [[[self.points[i] allObjects] firstObject] floatValue];
      if (trough < trough_c) {
        trough_c = trough;
        d_i_c = i;
      }
    }

    // 2.找到最低峰值以后 以最低峰值为中心 找到前0.5-1.5周期中的最低峰值 和后0.5-1.5周期的最低峰值

    if (d_i_c >= 1.5*T) {

      // a.如果最低峰值处在中心位置, 即距离前后都至少有1.5个周期
      if (d_i_c <= count-1.5*T) {
        // 左面最低峰值
        for (int j = d_i_c - 0.5*T; j > d_i_c - 1.5*T; j--) {
          float trough = [[[self.points[j] allObjects] firstObject] floatValue];
          if (trough < trough_l) {
            trough_l = trough;
            d_i_l = j;
          }
        }
        // 右面最低峰值
        for (int k = d_i_c + 0.5*T; k < d_i_c + 1.5*T; k++) {
          float trough = [[[self.points[k] allObjects] firstObject] floatValue];
          if (trough < trough_r) {
            trough_r = trough;
            d_i_r = k;
          }
        }

      }
      // b.如果最低峰值右面不够1.5个周期 分两种情况 不够0.5个周期和够0.5个周期
      else {
        // b.1 够0.5个周期
        if (d_i_c <count-0.5*T) {
          // 左面最低峰值
          for (int j = d_i_c - 0.5*T; j > d_i_c - 1.5*T; j--) {
            float trough = [[[self.points[j] allObjects] firstObject] floatValue];
            if (trough < trough_l) {
              trough_l = trough;
              d_i_l = j;
            }
          }
          // 右面最低峰值
          for (int k = d_i_c + 0.5*T; k < count; k++) {
            float trough = [[[self.points[k] allObjects] firstObject] floatValue];
            if (trough < trough_r) {
              trough_r = trough;
              d_i_r = k;
            }
          }
        }
        // b.2 不够0.5个周期
        else {
          // 左面最低峰值
          for (int j = d_i_c - 0.5*T; j > d_i_c - 1.5*T; j--) {
            float trough = [[[self.points[j] allObjects] firstObject] floatValue];
            if (trough < trough_l) {
              trough_l = trough;
              d_i_l = j;
            }
          }
        }
      }

    }
    // c. 如果左面不够1.5个周期 一样分两种情况 够0.5个周期 不够0.5个周期
    else {
      // c.1 够0.5个周期
      if (d_i_c>0.5*T) {
        // 左面最低峰值
        for (int j = d_i_c - 0.5*T; j > 0; j--) {
          float trough = [[[self.points[j] allObjects] firstObject] floatValue];
          if (trough < trough_l) {
            trough_l = trough;
            d_i_l = j;
          }
        }
        // 右面最低峰值
        for (int k = d_i_c + 0.5*T; k < d_i_c + 1.5*T; k++) {
          float trough = [[[self.points[k] allObjects] firstObject] floatValue];
          if (trough < trough_r) {
            trough_r = trough;
            d_i_r = k;
          }
        }

      }
      // c.2 不够0.5个周期
      else {
        // 右面最低峰值
        for (int k = d_i_c + 0.5*T; k < d_i_c + 1.5*T; k++) {
          float trough = [[[self.points[k] allObjects] firstObject] floatValue];
          if (trough < trough_r) {
            trough_r = trough;
            d_i_r = k;
          }
        }
      }

    }

    // 3. 确定哪一个与最低峰值更接近 用最接近的一个最低峰值测出瞬时心率 60*1000两个峰值的时间差
    if (trough_l-trough_c < trough_r-trough_c) {

      NSDictionary *point_c = self.points[d_i_c];
      NSDictionary *point_l = self.points[d_i_l];
      double t_c = [[[point_c allKeys] firstObject] doubleValue];
      double t_l = [[[point_l allKeys] firstObject] doubleValue];
      NSInteger fre = (NSInteger)(60*1000)/(t_c - t_l);
      if (self.frequency)
        self.frequency(fre);
      if ([self.delegate respondsToSelector:@selector(startHeartDelegateRateFrequency:)])
        [self.delegate startHeartDelegateRateFrequency:fre];
    } else {
      NSDictionary *point_c = self.points[d_i_c];
      NSDictionary *point_r = self.points[d_i_r];
      double t_c = [[[point_c allKeys] firstObject] doubleValue];
      double t_r = [[[point_r allKeys] firstObject] doubleValue];
      NSInteger fre = (NSInteger)(60*1000)/(t_r - t_c);
      if (self.frequency)
        self.frequency(fre);
      if ([self.delegate respondsToSelector:@selector(startHeartDelegateRateFrequency:)])
        [self.delegate startHeartDelegateRateFrequency:fre];
    }
    // 4.删除过期数据
    for (int i = 0; i< 10; i++) {
      [self.points removeObjectAtIndex:0];
    }
  }
}