Title :
Non-phase-locked arrhythmogenic signal detection in high resolution ECG by phase-ordering in the wavelet domain
Author :
Bezerianos, A. ; Popescu, M. ; Cristea, P.
Author_Institution :
Med. Phys. Dept., Patras Univ., Greece
fDate :
6/21/1905 12:00:00 AM
Abstract :
The aim of this study is to detect non phase-locked arrhythmogenic signals (NoPLAS) in high resolution ECG. The analysis is performed on a beat to beat basis by a novel pseudo-continuous wavelet transform technique. In order to assess the presence of NoPLAS, we propose the phase-ordering factor, which gives a representation of the phase distribution in a given time-frequency region. A mathematical model of small variable signal (NoPLAS) in a large repetitive waveform (QRS complex) has been developed and computer simulation tests have been conducted in order to assess the effectiveness of the phase-ordering factor for NoPLAS identification. The technique has been tested also on real signals recorded from normal subjects and post myocardial infarction patients prone to ventricular tachycardia (VT). The NoPLAS has been detected in specific frequency bands (60-150 Hz) in a significantly higher number of VT patients (80%) as compared with normals (15%)
Keywords :
data acquisition; electrocardiography; medical signal detection; medical signal processing; physiological models; signal resolution; wavelet transforms; 60 to 150 Hz; QRS complex; beat to beat basis; computer simulation tests; high resolution ECG; large repetitive waveform; mathematical model; nonphase-locked arrhythmogenic signal detection; normal subjects; phase distribution; phase-ordering; phase-ordering factor; post myocardial infarction patients; pseudo-continuous wavelet transform technique; real signals; small variable signal; time-frequency region; ventricular tachycardia; wavelet domain; Electrocardiography; Mathematical model; Performance analysis; Phase detection; Signal detection; Signal resolution; Testing; Time frequency analysis; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Computers in Cardiology, 1999
Conference_Location :
Hannover
Print_ISBN :
0-7803-5614-4
DOI :
10.1109/CIC.1999.826038