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基于delta指数带通滤波的EMD及其在地震信号分析中的应用

EMD Based on Exponential Band-pass Filter and Its Application on Seismic Signal Analysis

中文摘要英文摘要

将地震信号分解成包含频谱互不重叠的单卓越周期的分量对地震信号分析非常有意义。提出了2种新的基于输入递归高通滤波的EMD方案,通过仿真试验比较了方案的优劣,最后选用一种基于归一化边界频率参数服从 指数规律的带通滤波实现EMD的方法。通过合成地震信号的仿真实验表明,该方法较好地克服了模态混叠,获得了经验周期谱互不重叠的单卓越周期的分量,并成功用于地震信号瞬时频谱分析和震相分析,为地震信号分析提供了一种新思路。

bstract: Decompose seismic signal into predominant-period components without frequency spectrum mixing is a meaningful work for seismic signal processing. Two novel EMD algorithms based on the proposed recursive high-pass filter on the input signal are put forward and the performances of the proposed algorithms are researched by simulated signals. Finally, a novel EMD is put forward based on band-pass filter whose unified-boundary-frequency parameters obey the exponent rule. Experiments on natural seismic signals are designed for analysis and are made with a view to demonstrating the validity of the proposed method. The results of the experiments indicate that the proposed exponent band-pass filter based EMD can overcome mode mixing with the predominant-period components without empirical period spectrum mixing, and is successfully applied to the intermittency spectral analysis and seismic phases analysis of seismic signal. The proposed method provides a novel approach for seismic signal analysis.

刘志刚、刘代志、钱昌松、李夕海

地球物理学

经验模态分解递归高通滤波带通滤波震相分析希尔伯特黄变换

Recursive High-pass FilterBand-pass FilterSeismic Phase AnalysisHHT

刘志刚,刘代志,钱昌松,李夕海.基于delta指数带通滤波的EMD及其在地震信号分析中的应用[EB/OL].(2009-05-22)[2025-08-22].http://www.paper.edu.cn/releasepaper/content/200905-602.点此复制

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