几种重排算法在地震信号处理中的实验分析 |
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引用本文: | 周竹生,陈高祥.几种重排算法在地震信号处理中的实验分析[J].煤田地质与勘探,2013,41(1):72-77. |
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作者姓名: | 周竹生 陈高祥 |
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作者单位: | 中南大学地球科学与信息物理学院,湖南 长沙 410083 |
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摘 要: | 阐述了时频分析技术中重排算法的基本思想,给出了部分重排算法的局部能量重心表达式;设计了两个数值实验,利用几种重排算法对单道地震信号进行了计算和分析比较。结果表明:重排算法不仅能有效抑制交叉项,同时也能提高时频聚集性,从而获得更理想的局部信号特征。其中以重排Spectrogram分布的时频聚集能力最佳,尤其适合于突出主频信号;重排平滑伪Wigner-Ville分布同样也能够获得较理想的时频效果,但稍弱于前一种方法;重排伪MH分布的时频聚集性相对较差,没有对分散的能量进行有效的重新分配处理。重排算法因其突出的时频聚集能力,应用在地震剖面中可以得到更加细致的瞬时频率特征。
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关 键 词: | 时频分析 重排算法 地震信号处理 非平稳信号 双线性 |
收稿时间: | 2011-11-05 |
Experiments and analysis in seismic data processing with several kinds of reassignment methods |
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Abstract: | The main idea of reassignment method in time-frequency analysis is presented and some expressions used to compute the accurate location of the local energy gravity center are given; then two numerical experiments are presented to show how these reassignment methods work individually as used to process single-trace seismic data. Based on the experiments, some conclusions are drawn that the reassignment methods can not only effectively reduce cross-terms, but also lead to a good time-frequency concentration. Compared with others, the reassignment spectrogram has the best potential for ideal time-frequency concentration, especially when the dominant frequencies are required to be underlined. The reassignment smoothing pseudo Wigner-Ville distribution can also achieve perfect effects though it is a little worse than the former one. The pseudo Margenau-Hill distribution is the worst of the three, since it fails to relocate the dispersive energy to the calculated center. A pretty precise instantaneous frequency section can be produced when the reassignment method is applied to deal with seismic signals. |
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Keywords: | time-frequency analysis reassignment method seismic data processing nonstationary signal bilinearity |
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