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Modeling the pulse signal by wave-shape function and analyzing by synchrosqueezing transform

机译:用波形函数建模脉冲信号并用maTLaB进行分析   同步压缩变换

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摘要

We apply the recently developed adaptive non-harmonic model based on thewave-shape function, as well as the time-frequency analysis tool calledsynchrosqueezing transform (SST) to model and analyze oscillatory physiologicalsignals. To demonstrate how the model and algorithm work, we apply them tostudy the pulse wave signal. By extracting features called the spectral pulsesignature, {and} based on functional regression, we characterize thehemodynamics from the radial pulse wave signals recorded by thesphygmomanometer. Analysis results suggest the potential of the proposed signalprocessing approach to extract health-related hemodynamics features.
机译:我们应用基于波形函数的最新开发的自适应非谐波模型,以及称为同步交变压缩变换(SST)的时频分析工具,对振荡的生理信号进行建模和分析。为了演示该模型和算法如何工作,我们将它们应用到脉搏波信号研究中。通过基于功能回归提取称为频谱脉冲特征的特征,我们从血压计记录的径向脉搏波信号中表征了血液动力学。分析结果表明,提出的信号处理方法具有提取健康相关的血液动力学特征的潜力。

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