• DocumentCode
    3742478
  • Title

    The heart sound de-noising method based on the wavelet packet and local noise estimation

  • Author

    Xiaobai Cai;Zufu Yang;Shoulin Li

  • Author_Institution
    China Rehabilitation Research Center, Beijing 100086, China
  • fYear
    2015
  • Firstpage
    428
  • Lastpage
    434
  • Abstract
    Heart sound is a kind of typical non-stationary weak signal. Heart sounds from clinical settings are unavoidably contaminated by some noise. The noise in heart sounds includes colored noise and white noise. A de-noising method is presented in this paper, which is based on a harmonic wavelet packet and adopts the methods of finding an optimal decomposing under the minimum entropy principle, selecting reasonable decomposing depths and estimating the local noise as de-noising thresholds. The experiment results show that the method is effective.
  • Keywords
    "Heart","Wavelet packets","Harmonic analysis","Fluctuations","Noise reduction"
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2015 8th International Conference on
  • Type

    conf

  • DOI
    10.1109/BMEI.2015.7401543
  • Filename
    7401543