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
Link To Document :
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