基于改进匹配追踪算法的化爆地震波信号时频特征提取

钟明寿; 周辉; 刘影; 龙源; 郭涛

doi:10.11883/1001-1455(2017)06-0931-08

基于改进匹配追踪算法的化爆地震波信号时频特征提取

doi: 10.11883/1001-1455(2017)06-0931-08

解放军理工大学野战工程学院，江苏南京 210007

基金项目:

国家自然科学基金项目 51304218

国家自然科学基金项目 51508569

江苏省自然科学基金面上项目 BK20151449

详细信息

作者简介:
钟明寿(1983—)，男，博士, 讲师; 通信作者：周辉, 495994500@qq.com

中图分类号: O389
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- 被引次数: 0
出版历程
- 收稿日期: 2016-04-15
- 修回日期: 2016-07-27
- 刊出日期: 2017-11-25

Time-frequency analysis of explosion seismic signal based on improved matching pursuit

College of Field Engineering, PLA University of Science & Technology, Nanjing 210007, Jiangsu, China

摘要

摘要: 通过化爆地震波信号的时频分析可以获取丰富的地下岩层信息，为进一步的化爆地震波特性研究提供支撑。本文中利用爆炸地震波信号的非平稳随机特性，提出一种改进的匹配追踪算法(matching pursuits)，该方法能更有效地获取化爆地震波信号的时频信息。该算法首先对地震波信号进行Hibert变换，将其转换成复数信号，获得爆炸地震波信号瞬时频率相位参数，再进行子波分解，从而显著提高了匹配追踪算法的运算速率；用分解后的信号计算其魏格纳威利分布(Wigner Ville distribution)，有效地消除了交叉干扰项的影响。将该方法用于实测地震波信号的时频分析，获得了分辨率较高的时频分布图，且运算速率大大提高。
- 爆炸地震波 /
- 匹配追踪 /
- 复数信号 /
- 时频分析
Abstract: Abundant underground rock information can be obtained through the analysis of time-frequency of explosive seismic wave signals, which lays a foundation for further research on characteristics of explosive seismic waves. In this study, based on the non-stationary random nature of the explosive seismic signals, we presented an improved matching pursuits (MP) algorithm to extract the time-frequency information of explosive seismic signals, namely using the Hilbert transformation to convert the signal into a plural signal to acquire the instantaneous frequency and phase parameter of the signal and then decomposing the signal to a series of wavelets. Thus the operation rate was significantly improved and the Wigner Ville distributions (WVD) and its time frequency were calculated with the influence of the cross interference term effectively eliminated. This method has been used to take a time-frequency analysis of an actual explosive seismic wave signal and has acquired a time-frequency distribution with a high resolution and operation rate.
- explosive seismic wave /
- matching pursuits /
- plural signal /
- time-frequency analysis

HTML全文

图 1 给定函数波形图

Figure 1. Waveforms of the given function

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图 2 两种方法差值比较图

Figure 2. Residuals comparison chart of two different methods

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图 3 调制信号时程曲线

Figure 3. Time travel curve of modulating signal

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图 4 调制信号时频图

Figure 4. Time-frequency of modulating signal

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图 5 合成信号图

Figure 5. Synthesized signal

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图 6 合成信号时频分布

Figure 6. Time-frequency of synthesized signal

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图 7 带Gabor原子的合成信号时频分布图

Figure 7. Time-frequency of synthesized signal with Gabor atoms

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图 8 地震波现场监测

Figure 8. Experimental field of seismic wave

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图 9 地震勘探实测信号

Figure 9. Actual seismic signal

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图 10 匹配追踪分解效果图

Figure 10. Decomposition results of matching pursuits

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图 11 爆炸地震波信号时频分布

Figure 11. Time-frequency distribution of seismic signals

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图 12 各起爆点化爆地震波WVD时频分布

Figure 12. Wigner-Ville distribution of seismic wave with different initiation point

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参考文献(11)

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