[1]ZHANG Rui-hong,LIN Da-chao,QIAO Lan.Application of the Optimum Wavelet Packet Transform in Seismic Signals De-noising[J].Journal of Seismological Research,2011,34(03):0-.
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Journal of Seismological Research[ISSN 1000-0666/CN 53-1062/P] Volume:
34
Number of periods:
2011 03
Page number:
0-
Column:
Public date:
2011-09-28
- Title:
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Application of the Optimum Wavelet Packet Transform in Seismic Signals De-noising
- Author(s):
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ZHANG Rui-hong1; 2; LIN Da-chao2; QIAO Lan1
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(1.Civil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China)(2. Department of Civil Engineering, North China Institute of Science and Technology, Beijing 101601, China)
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- Keywords:
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seismic signal; WPT; best basis; denoising; dependent threshold
- CLC:
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P315.3
- DOI:
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- Abstract:
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We apply the node-dependent threshold relative to the characteristics of the time-frequency of the noise to the optimum Wavelet Packet Transform(WPT)method to denoise a synthetic noisy signal of the arrival of the simulative seismic wave,an experimental micro-seismic signal collected by a digital acoustic emission instrument, SDAES, and a seismic signal of 2007 Noto Hanto Earthquake in Japan recorded at NIED observatory. We find that the signal denoised by the optimum WPT method has a higher signal-to-noise ratio(SNR)and a lower distortion than those by other methods based on wavelet transform(WT)methods, and the WPT method shows the overall superiority.