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小波双谱分析用于研究基本频率随时间显著变化的振荡器之间的相互作用。

Wavelet bispectral analysis for the study of interactions among oscillators whose basic frequencies are significantly time variable.

作者信息

Jamsek Janez, Stefanovska Aneta, McClintock Peter V E

机构信息

Group of Nonlinear Dynamics and Synergetics, Faculty of Electrical Engineering, University of Ljubljana, Trzaska 25, 1000 Ljubljana, Slovenia.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Oct;76(4 Pt 2):046221. doi: 10.1103/PhysRevE.76.046221. Epub 2007 Oct 24.

Abstract

Bispectral analysis, recently introduced as a technique for revealing time-phase relationships, is extended to make use of wavelets rather than Fourier analysis. It is thus able to encompass instantaneous phase-time dependence for the case of two or more coupled nonlinear oscillators. The method is demonstrated and evaluated by use of test signals from a pair of coupled Poincaré oscillators. It promises to be useful in a wide range of scientific contexts for studies of interacting oscillators whose basic frequencies are significantly time variable.

摘要

双谱分析,作为一种揭示时间相位关系的技术最近被引入,现扩展为利用小波分析而非傅里叶分析。因此,对于两个或更多耦合非线性振荡器的情况,它能够涵盖瞬时相位 - 时间依赖性。通过使用来自一对耦合庞加莱振荡器的测试信号对该方法进行了演示和评估。对于研究基本频率随时间显著变化的相互作用振荡器,该方法有望在广泛的科学背景中发挥作用。

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