• DocumentCode
    2152574
  • Title

    A new wavelet packet transform fast algorithm with dilation factor 3/2

  • Author

    Li, Yan ; Li, Hui-guang ; Li, Xiao-li ; Gao, Yang Ou Xiang

  • Author_Institution
    Inst. of Electr. Eng., Yanshan Univ., Qinhuangdao, China
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    271
  • Lastpage
    276
  • Abstract
    The dyadic multi-resolution analysis (MRA) has a drawback, that is, there is frequency distortion in the high frequency subband, and frequency distortion is happened more serious in the process of decomposition of the dyadic wavelet packet transform. This paper presents a contribution to the 3/2 wavelet packet transform. The new algorithm includes: the method of decimation; the structure of signal processing; the computations of the frequency band width of the subband; the selection of scaling functions, wavelet functions and the corresponding filters. The simulation of numerical value and EEG example proves the algorithm can solve the frequency distortion in the process of decimation in each level.
  • Keywords
    electroencephalography; numerical analysis; signal processing; wavelet transforms; EEG; decimation method; dilation factor 3/2; dyadic multiresolution analysis; numerical value simulation; signal processing structure; wavelet packet transform fast algorithm; Algorithm design and analysis; Multiresolution analysis; Signal processing algorithms; Wavelet packets; Dyadic multi-resolution analysis; EEG; Rational multi-resolution analysis; Rational wavelet; Wavelet packet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition (ICWAPR), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6530-9
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2010.5576358
  • Filename
    5576358