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小波高阶谱域中哮鸣声的非线性特征

Nonlinear characteristics of wheezes as seen in the wavelet higher-order spectra domain.

作者信息

Taplidou Styliani A, Hadjileontiadis Leontios J

机构信息

Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Greece.

出版信息

Conf Proc IEEE Eng Med Biol Soc. 2006;2006:4506-9. doi: 10.1109/IEMBS.2006.259291.

Abstract

The aim of this study was to capture and analyze the nonlinear characteristics of asthmatic wheezes, reflected in the quadrature phase coupling of their harmonics, as they evolve over time within the breathing cycle. To achieve this, the continuous wavelet transform was combined with third-order statistics/spectra. Wheezes from diagnosed asthmatic patients were drawn from a lung sound database and analyzed in the time-bi-frequency domain. The analysis results justified the efficient performance of this combinatory approach to reveal and quantify the evolution of wheeze nonlinearities with time.

摘要

本研究的目的是捕捉并分析哮喘哮鸣声的非线性特征,这些特征反映在其谐波的正交相位耦合中,随着它们在呼吸周期内随时间演变。为实现这一目标,将连续小波变换与三阶统计量/谱相结合。从肺部声音数据库中提取已确诊哮喘患者的哮鸣声,并在时间-双频域中进行分析。分析结果证明了这种组合方法在揭示和量化哮鸣非线性随时间演变方面的有效性能。

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