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气管声音非线性特征的跟踪与时频分析

Tracking and time-frequency analysis on nonlinearity of tracheal sounds.

作者信息

Jin F, Sattar F

机构信息

School of Electrical and Electronic Engineering, Nanyang Technological University, Nanyang Avenue 50, Singapore, 639798, Singapore.

出版信息

Med Biol Eng Comput. 2009 Apr;47(4):457-61. doi: 10.1007/s11517-008-0429-5. Epub 2009 Feb 18.

Abstract

In this communication, identification of nonlinear portions in tracheal sound (TS) using third-order cumulant has been performed. The tracked nonlinearity has been then analyzed in time-frequency (TF) domain by applying a novel nonlinear analysis method based on optimally weighted Wigner-Ville distributions of the weighted subband signals from a filter bank. Similarity measurements between the optimally weighted and unweighted TF distribution outputs provide quantitative evaluation of the existence of nonlinearities. Recordings of both preprocessed as well as heart sound contaminated real recorded TS have been investigated.

摘要

在本通信中,已使用三阶累积量对气管音(TS)中的非线性部分进行了识别。然后,通过应用一种基于滤波器组加权子带信号的最优加权维格纳-威利分布的新型非线性分析方法,在时频(TF)域中对跟踪到的非线性进行了分析。最优加权和未加权TF分布输出之间的相似性测量提供了对非线性存在的定量评估。已对预处理后的以及受心音污染的真实记录的TS进行了研究。

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