• DocumentCode
    473695
  • Title

    A new mother wavelet for fetal electrocardiography, to achieve optimal denoising and compressing results

  • Author

    Almagro, S. ; Elena, MM ; Bastiaans, MJ ; Quero, JM

  • Author_Institution
    Eindhoven Univ. of Technol., Eindhoven
  • fYear
    2006
  • fDate
    17-20 Sept. 2006
  • Firstpage
    157
  • Lastpage
    160
  • Abstract
    A real- time, denoise, and compress algorithm based on the wavelet transform (WT) for abdominal electrocardiograms (AECG) signals is designed. In this study an algorithm is designed which achieves an AECG with minimal noise and high compression rate (66.7%) while keeping the AECG quality at a clinically acceptable level. This is done at the first stage before extracting the fetal electrocardiogram (FECG) from the AECG. A new mother wavelet (MW) is especially designed for AECG analysis. No complex low- and high- pass reconstruction and decomposition filters, with (bi)- orthogonal properties, are needed as is traditionally the case. The algorithm can also be used to design a MW for other purposes. The algorithm is evaluated by AECG data from the Database for the Identification of Systems (DalSy) showing low MSE (Lt1.2%), RMS (Lt0.016 muVolt), and excellent visual similarity between the original and the reconstructed AECG.
  • Keywords
    electrocardiography; wavelet transforms; abdominal electrocardiograms; compress algorithm; decomposition filters; fetal electrocardiography; mother wavelet; optimal denoising; wavelet transform; Abdomen; Algorithm design and analysis; Electrocardiography; Filters; Noise level; Noise reduction; Signal design; Visual databases; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2006
  • Conference_Location
    Valencia
  • Print_ISBN
    978-1-4244-2532-7
  • Type

    conf

  • Filename
    4511812