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IIR Based Digital Filter Design for Denoising the Photoplethysmography Signal

机译:基于IIR的数字滤波器设计,用于去噪到光电电机模型信号

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Photoplethysmography is a bioelectrical signal obtained from regions where the body's capillaries are dense, providing information about flowing blood volume. PPG signals contain a lot of information about the physiological and biological state of the person and are obtained with a lot of noise. In this study, Butterworth, Chebyshev Type I, Chebyshev Type II and Elliptic digital filters with Infinite Impulse Response were used to purify the PPG signal from noise. Performance analyzes were made with different values of filter parameters for each filter and the results were compared. As statistical parameters in performance analysis, Mean Square Error, Mean Absolute Error, Signal to Noise Ratio, Peak Signal to Noise Ratio and Cross Correlation criteria were used. According to the performance analysis results, a system in which the optimum filter parameters and filter type are determined for filtering the PPG signal is proposed.
机译:光学仪描记法是从身体毛细管致密的区域获得的生物电信号,提供有关流动血容量的信息。 PPG信号包含有关人的生理和生物学状态的大量信息,并以大量噪音获得。 在本研究中,使用Butterworth,Chebyshev I型,Chebyshev II型和具有无限脉冲响应的椭圆数字过滤器来净化来自噪声的PPG信号。 使用每个过滤器的滤波器参数的不同值进行性能分析,并比较结果。 作为统计参数在性能分析中,使用均方误差,平均绝对误差,使用信号到噪声比,峰值信号与噪声比和交叉相关性标准。 根据性能分析结果,提出了一种系统,其中确定用于过滤PPG信号的最佳滤波器参数和滤波器类型。

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