• DocumentCode
    3758968
  • Title

    The Comparison Study of Wavelet and Wavelet Packet Analysis in the De-noising of EEG Test Signal

  • Author

    Yifeng Li;Lihui Zhang;Baohui Li;Guiding Yan;Xichen Geng;Zhao Jin;Yan Xu;Haixia Wang;Xiaoyan Liu;Rong Lin;Xiaoyang Wei;Quan Wang

  • Author_Institution
    Inst. of Aviation Med., Air Force, Beijing, China
  • fYear
    2015
  • Firstpage
    274
  • Lastpage
    277
  • Abstract
    The paper briefly elaborates the basic principle and method of wavelet and wavelet packet analysis, and on this basic introduces the general method steps of making a denoising for signal by using of wavelet packet method. The designed computer simulation is made, and for an EEG test signal including random noising, the effects of wavelet and wavelet packet de-noising are compared by waveform and specific quantization values and by using all kinds of common wavelet basics. Results show that, both wavelet and wavelet packet methods can effectively eliminate the noising in signal, while method of wavelet packet de-noising has more superiority.
  • Keywords
    "Wavelet packets","Noise reduction","Wavelet analysis","Electroencephalography","Time-frequency analysis","Filtering"
  • Publisher
    ieee
  • Conference_Titel
    Information Technology in Medicine and Education (ITME), 2015 7th International Conference on
  • Type

    conf

  • DOI
    10.1109/ITME.2015.35
  • Filename
    7429145