用向下梯度算法滤波光容积脉搏波脉冲信号

Minerva Vázquez, J. C. Sánchez, Gerardo Ávalos, Brayans Becerra
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引用次数: 0

摘要

由于所使用的滤波信号是受运动伪影噪声污染的光体积脉搏信号(PPG),其动态特性需要这种类型的滤波器,因此开发了一种自适应滤波过程,并在自适应消噪(ANC)配置中比较了下梯度算法。确定哪一种算法在没有运动污染的脉冲信号与滤波器输出的信号之间具有最低的误差,这是为了表示一种自适应算法,通过处理信号并使信号准备好以提高信号相关信息的后续可视化,来过滤离线光容积脉搏信号。该自适应滤波算法在MATLAB软件中离线实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Filtering of photoplethysmographic pulse signals with downward gradient algorithms
An adaptive filtering process was developed, in which down gradient algorithms were compared in adaptive noise canceller (ANC) configuration, since the filtered signals used were photoplethysmographic pulse signals (PPG) contaminated with motion artifact noise and their dynamics required this type of filters. It was determined which of the algorithms had the lowest error between the pulse signal without motion contamination and the signal at the output of the filter, this in order to denote an adaptive algorithm to filter an off-line photoplethysmographic pulse signal, by processing the signal and leaving the signal ready to improve the subsequent visualization of the relevant information of the signal. The implementation of the adaptive filter algorithm was offline in MATLAB software.
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