• DocumentCode
    2466798
  • Title

    Bispectral analysis for the detection of ventricular late potentials

  • Author

    Speirs, C.A. ; Soraghan, J.J. ; Stewart, R.W. ; Polson, M.J.R.

  • Author_Institution
    Signal Process. Div., Strathclyde Univ., Glasgow, UK
  • fYear
    1993
  • fDate
    5-8 Sep 1993
  • Firstpage
    427
  • Lastpage
    430
  • Abstract
    The surface detection of delayed fragmented waveforms-ventricular late potentials-continuous with the end of the QRS complex during sinus rhythm in post-myocardial infarction subjects has been considered as a noninvasive risk indicator for the possible development of sustained ventricular tachycardia. In this paper, bispectral analysis (using nonparametric techniques) of synthesized ECG data containing late potentials characterised by Simson´s (1981) method are used to identify late signal components terminal in the QRS. The bispectrum estimation technique is shown to offer an advantage over the conventional power spectra in that it represents the true phase characteristics produced by the nonlinear electrical excitation of the heart. Additionally, forming the bispectrum of the data set automatically suppressed any Gaussian signal components (the original measurement noise was modelled as being Gaussian in nature), and consequently resulted in automatic noise reduction
  • Keywords
    bioelectric potentials; electrocardiography; medical signal processing; spectral analysis; Gaussian measurement noise; Gaussian signal components suppression; QRS complex; Simson´s method; automatic noise reduction; bispectral analysis; bispectrum estimation technique; delayed fragmented waveforms; heart; late signal components; noninvasive risk indicator; nonlinear electrical excitation; nonparametric techniques; phase characteristics; post-myocardial infarction subjects; power spectra; sinus rhythm; surface detection; sustained ventricular tachycardia; synthesized ECG data; ventricular late potentials; Electrocardiography; Heart; Noise reduction; Phase estimation; Propagation delay; Rhythm; Signal analysis; Signal processing; Signal synthesis; Surface waves;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1993, Proceedings.
  • Conference_Location
    London
  • Print_ISBN
    0-8186-5470-8
  • Type

    conf

  • DOI
    10.1109/CIC.1993.378412
  • Filename
    378412