• DocumentCode
    2954914
  • Title

    Analysis of the electrocardiogram signal by the lifting scheme

  • Author

    Saï, R. ; Messaoud, M.B. ; Kachouri, A. ; Sellami, F.

  • Author_Institution
    Electron. & Inf. Technol. Lab., Nat. Eng. Sch. of Sfax, Tunisia
  • fYear
    2004
  • fDate
    2004
  • Firstpage
    263
  • Lastpage
    266
  • Abstract
    We present in this communication an analysis of the cardiac signals by the lifting scheme wavelet transform (LS.W.T). The principal goal of this study is to make the diagnosis of the signals electrocardiogram ECG respect the fidelity criterion of reconstruction i.e. good a value of P.R.D (percent root square difference) which evaluates the quality of equivalence between the original and the reconstructed signals of ECG. The diagnosis of the electrocardiograms ECG is based on a multiresolution wavelet analysis. The method starts with the decomposition and approximation of ECG signals into the details. We give some examples of the application of this method on electrocardiography signals and we also treat it in two cases - ECG with normal rhythm and the other disturbs the rhythm. Thus we locate the frequencies components of the ECGs.
  • Keywords
    electrocardiography; medical signal processing; patient diagnosis; signal reconstruction; wavelet transforms; electrocardiogram signal; lifting scheme wavelet transform; multiresolution wavelet analysis; percent root square difference; signal reconstruction; Electrocardiography; Finite impulse response filter; Frequency; Information technology; Monitoring; Rhythm; Signal analysis; Signal resolution; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Communications and Signal Processing, 2004. First International Symposium on
  • Print_ISBN
    0-7803-8379-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2004.1296275
  • Filename
    1296275