• DocumentCode
    3512770
  • Title

    A New Wavelet Threshold Method Based on the Grey Incidence Degree and its Application

  • Author

    Wei Wen-chang ; Cai Jian-li ; Yang Jun-jie

  • Author_Institution
    Dept. of Autom., Xiamen Univ., Xiamen
  • fYear
    2008
  • fDate
    1-3 Nov. 2008
  • Firstpage
    577
  • Lastpage
    580
  • Abstract
    The wavelet transform coefficient is processed by using grey relation analysis of the grey theory, and a new wavelet threshold method - GID (grey incidence degree) threshold method based on the wavelet analysis theory is introduced. The test shows that the signal smoothness and similarity of the two signal criteria have been greatly improved by the GID threshold method compared with existing threshold methods. According to the characteristics of different signals, GID threshold method gets better results that it can adaptively deal with noise suppression and details remaining of the two opposing signal problems, so as to provide a better choice for wavelet threshold methods of signal processing.
  • Keywords
    grey systems; signal processing; wavelet transforms; grey incidence degree; grey relation analysis; grey theory; signal processing; wavelet analysis theory; wavelet threshold method; wavelet transform coefficient; Automation; Information analysis; Information science; Intelligent networks; Low pass filters; Noise reduction; Signal processing; Wavelet analysis; Wavelet coefficients; Wavelet transforms; grey incidence degree (GID); signal denoising; threshold value method; wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Networks and Intelligent Systems, 2008. ICINIS '08. First International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3391-9
  • Electronic_ISBN
    978-0-7695-3391-9
  • Type

    conf

  • DOI
    10.1109/ICINIS.2008.38
  • Filename
    4683292