用自回归模型测量手指光容积脉搏波信号的胃振荡

S. Mohamed Yacin, M. Manivannan, V. Srinivasa Chakravarthy
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引用次数: 3

摘要

在本文中,我们研究了胃运动(GM)振荡在光容积脉搏波(PPG)信号低频范围内的存在。本文的目的是利用新的自回归(AR)模型分析PPG信号的低频振荡,并研究手指PPG中胃动力(GM)节律的存在。我们采集了10名健康受试者在空腹和餐后状态下连续30分钟的手指PPG和GM(使用胃电图,EGG)信号,采样率为100 Hz。利用离散小波变换(DWT)从PPG信号中提取出一个较低频率的慢波(≈0.05 Hz),该慢波在(0 ~ 0.1953)Hz范围内的形状和频率与GM慢波相似。在之前的研究中,我们证明了PPG和EGG信号的慢波之间存在良好的相互关系[Annals of Biomedical engineering]。DOI: 10.1007 / s10439 - 010 - 0113 - 4]。本研究采用AR谱估计方法估计PPG和EGG慢波的功率谱密度(PSD)。分析了手指PPG信号和EGG慢波的优势频率,结果表明手指PPG信号揭示了GM的相关信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measurement of gastric oscillations from finger photoplethysmographic signal using autoregressive model
In this article we investigate the presence of gastric motility (GM) oscillation in the lower frequency range of photoplethysmography (PPG) signal. The objective of this article is to analyze the lower frequency oscillations of PPG signal using the novel autoregressive (AR) model and studying the presence of gastric motility (GM) rhythm in finger PPG. We acquired finger PPG and GM (measured using Electrogastrogram, EGG) signals at the sampling rate of 100 Hz simultaneously from 10 healthy subjects for 30 minutes duration in fasting and postprandial states. A lower frequency oscillation (≈ 0.05 Hz) called slow wave was extracted from PPG signal which looks similar to the slow wave of GM in both shape and frequency in the range (0 – 0.1953) Hz using discrete wavelet transform (DWT). In a previous study, we demonstrated that there is a good cross-correlation exists between slow waves on both PPG and EGG signals [Annals of Biomedical Engg. DOI: 10.1007/s10439-010-0113-4]. Here in this study, power spectral density (PSD) of PPG and EGG slow waves were estimated using AR spectral estimation method. Dominant frequencies of PPG and EGG slow wave were estimated and the results imply that finger PPG signal reveals GM related information.
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