PPG信号的预处理与数学分析

G. Georgieva-Tsaneva
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引用次数: 0

摘要

本文介绍了光容积脉搏波信号预处理和数学分析的主要研究动向。近年来,随着现代技术在人们日常生活中的不断深入渗透,PPG的使用也在不断增长。与此同时,技术的现代化导致了光学传感器的小型化。详细概述了目前PPG技术的现状,以及使用PPG传感器报告和长期监测人们日常生活中的健康状况的可能性。该报告考虑了基于使用离散小波变换和所获得系数的阈值处理的光容积脉搏波信号的降噪方法。在评价参数的基础上,对几种方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preprocessing and Mathematical Analysis of PPG Signals
The report presents the main research trends in the preprocessing and mathematical analysis of photoplethysmographic signals. The use of PPG in recent years has grown in parallel with the deepening penetration of modern technology in people's daily lives. At the same time, the modernization of technology has led to the miniaturization of optical sensors. A detailed overview of the state of PPG technology today and the possibilities of using PPG sensors for reporting and long-term monitoring of the health of people in their daily lives is offered. The report considers methods for noise reduction in photoplethysmographic signals based on the use of discrete wavelet transform and threshold processing of the obtained coefficients. A comparison is made between the presented methods on the basis of evaluation parameters.
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