• DocumentCode
    1833792
  • Title

    A novel variable-filter band discrete wavelet transform and its application on fetal electrocardiogram

  • Author

    Zhong Zhang ; Otaki, Jin ; Toda, Hiroaki ; Imamura, Takashi ; Miyake, Tetsuo

  • Author_Institution
    Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
  • fYear
    2013
  • fDate
    11-14 Aug. 2013
  • Firstpage
    198
  • Lastpage
    203
  • Abstract
    It is well known that a mother wavelet for the discrete wavelet transform (DWT) has the band-pass filter characteristic with octave width in the frequency domain and can be used for octave analysis. However, it is possible that the octave analysis is not necessarily the most suitable to match the analysis signal. In this study, a novel variable-filter band discrete wavelet transform (VFB-DWT) is proposed. It is achieved by using variable-band filters instead of conventional decomposition and reconstruction sequences, which are designed in consideration of the real signal characteristics. Furthermore, the VFB-DWT is applied to the fetal electrocardiogram de-noising and good performance has ben obtained.
  • Keywords
    band-pass filters; discrete wavelet transforms; electrocardiography; frequency-domain analysis; medical signal processing; signal denoising; VFB-DWT; band-pass filter characteristic; fetal electrocardiogram denoising; frequency domain; mother wavelet; octave analysis; octave width; real signal characteristics; variable-filter band discrete wavelet transform; Abstracts; Discrete wavelet transforms; Unsteady signal; abnormal signal detection; denoising; fetal electrocardiogram; suitable basis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 2013 IEEE
  • Conference_Location
    Napa, CA
  • Print_ISBN
    978-1-4799-1614-6
  • Type

    conf

  • DOI
    10.1109/DSP-SPE.2013.6642590
  • Filename
    6642590