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A Synthetic Solution for Identification and Extraction of the Effective Microseismic Wave Component Using Decomposition on Time, Frequency, and Wavelet Coefficient Domains

机译:利用时间,频率和小波系数域分解识别和提取有效微地震波成分的综合解决方案

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摘要

To reduce noise components from original microseismic waves, a comprehensive fine signal processing approach using the integrated decomposition analysis of the wave duration, frequency spectrum, and wavelet coefficient domain was developed and implemented. Distribution regularities of the wave component and redundant noise on the frequency spectrum and the wavelet coefficient domain were first expounded. The frequency threshold and wavelet coefficient threshold were determined for the identification and extraction of the effective wave component. The frequency components between the reconstructed microseismic wave and the original measuring signal were compared. The noise elimination effect via the scale-changed domain decomposition was evaluated. Interaction between the frequency threshold and the wavelet coefficient threshold in the time domain was discussed. The findings reveal that tri-domain decomposition analysis achieves the precise identification and extraction of the effective microseismic wave component and improves the reliability of waves by eliminating the redundant noise. The frequency threshold and the wavelet coefficient threshold on a specific time window are two critical parameters that determine the degree of precision for the identification of the extracted wave component. This research involves development of the proposed integrated domain decomposition method and provides a diverse view on the fine processing of the microseismic signal.
机译:为了减少原始微震波的噪声成分,开发并实施了一种综合精细信号处理方法,该方法采用了对波时长,频谱和小波系数域的综合分解分析。首先阐述了波分量和冗余噪声在频谱和小波系数域上的分布规律。确定频率阈值和小波系数阈值,以识别和提取有效波分量。比较了重建的微地震波与原始测量信号之间的频率分量。评价了通过尺度变化域分解的噪声消除效果。讨论了时域中频率阈值与小波系数阈值之间的相互作用。研究结果表明,三域分解分析可以有效地识别和提取有效的微地震波成分,并通过消除多余的噪声来提高波的可靠性。特定时间窗口上的频率阈值和小波系数阈值是两个关键参数,它们决定了识别提取出的波分量的精确度。这项研究涉及拟议的集成域分解方法的开发,并为微地震信号的精细处理提供了多种观点。

著录项

  • 来源
    《Shock and vibration》 |2017年第7期|3875170.1-3875170.14|共14页
  • 作者单位

    China Univ Min & Technol Sch Mech & Civil Engn State Key Lab Geomech & Deep Underground Engn Xuzhou 221116 Jiangsu Peoples R China;

    Kyushu Univ Dept Earth Resources Engn Fac Engn Nishi Ku 744 Motooka Fukuoka 8190395 Japan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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