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Extraction of MHD Signal Based on Wavelet Transform

Extraction of MHD Signal Based on Wavelet Transform
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摘要 Mirnov signals mixed with interferences are a kind of non-stationary signal. It cannot obtain satisfactory effects to extract MHD signals from mirnov signals by Fourier Transform. This paper suggests that the wavelet transform can be used to treat mirnov signals. Theoretical analysis and experimental result have indicated that using the time-frequency analysis characteristics of the wavelet transform to filter mirnov signals can remove effectively interferences and extract useful MHD signals. Mirnov signals mixed with interferences are a kind of non-stationary signal. It cannot obtain satisfactory effects to extract MHD signals from mirnov signals by Fourier Transform. This paper suggests that the wavelet transform can be used to treat mirnov signals. Theoretical analysis and experimental result have indicated that using the time-frequency analysis characteristics of the wavelet transform to filter mirnov signals can remove effectively interferences and extract useful MHD signals.
出处 《Plasma Science and Technology》 SCIE EI CAS CSCD 2002年第4期1367-1374,共8页 等离子体科学和技术(英文版)
基金 This work was supported by the National Nature Science Foundation of China No.19889504.
关键词 wavelet transform MHD time-frequency analysis multi-resolution analysis wavelet transform, MHD, time-frequency analysis, multi-resolution analysis
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参考文献5

  • 1Vetterli M, Herley C. Wavelets and Filter Banks:Theory and Design, IEEE Trans SP, 1992, 40(2):2207~2232.
  • 2CHUI Jin-tai. Introduction to Wavelet Analysis. Xian: Xian Jiao-Tong University Press, Jan.1995.(in Chinese)
  • 3Mallat S. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation. IEEE Trans PAMI, 1989, 11(7): 674~693.
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  • 5Mallat S, Hwang W L. Singularity Detection and Processing with Wavelets. IEEE Trans IT, 1992, 38(2): 617~643.

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