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匹配逼近法频谱分析效果对比分析

Comparison of the Effect of Methods of WFT,CWT and MP

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【作者】 张铁强张崴牛滨华

【Author】 ZHANG Tie-qing (Key Laboratory of Education Ministry Underground Information Survey Technique and Apparatus,China University of Geosciences,Beijing 100083,China) ZHANG Wei (Research Institute of petroleum Exploration and Development,SINOPEC,Beijing 100083,China) NIE Bin-hua (Key Laboratory of Education Ministry Underground Information Survey Technique and Apparatus,China University of Geosciences,Beijing 100083,China)

【机构】 中国地质大学(北京)地下信息探测技术与仪器教育部重点实验室中国石化石油勘探开发研究院

【摘要】 在地震数据处理中,频谱分解是一个重要的信号处理工具。简要介绍了窗口Fourier变换(WFT),连续小波变换(CWT)和匹配逼近(Matching pursuit,MP)等3种频谱分析方法,比较了它们的特点,并提出一种实现匹配逼近分解的计算方法。用合成信号对这3种方法进行试算,结果表明了匹配逼近方法具有良好的时频特性,验证了本研究提出的实现匹配逼近算法的有效性。

【Abstract】 Spectral decomposition was an important tool of signal analysis in seismic data process.Windowed Fourier Transform (WFT),Continuous Wavelet Transform (CWT) and Matching Pursuit (MP) were introduced in this paper,and a new realization algorithm of matching pursuit was proposed.These three methods were tested on synthetic signals.The results show that matching pursuit has better time-frequency property than the other two.The results also verify the new realization algorithm of matching pursuit.

【关键词】 匹配逼近频谱分析子波
【Key words】 matching pursuitspectral analysiswavelet
  • 【文献出处】 石油天然气学报 ,Journal of Oil and Gas Technology , 编辑部邮箱 ,2009年04期
  • 【分类号】P631.44
  • 【下载频次】94
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