Title :
Patterns in Hilbert transforms and Wigner-Ville distributions of electrocardiogram data
Author :
Abeysekera, R. M S S ; Bolton, R.J. ; Westphal, L.C. ; Boashash, B.
Author_Institution :
Queensland University of Technology, Brisbane, Australia
Abstract :
The computation and characteristics of two new representations of single lead electrocardiogram data, both based upon the analytic signal corresponding to the waveform, are presented. The first method, employing a complex plane plot of the analytic signal, emphasizes waveform shape independently of time base; the second, a time-frequency representation using the Wigner-Ville distribution, appears to highlight instantaneous frequency variation within the waveform. Both are potentially useful when the patterns are displayed using contour plots, and a specific computerised pattern recognition technique is suggested and some results presented.
Keywords :
Computer displays; Electrocardiography; Feature extraction; Fourier transforms; Frequency; Heart; Pattern recognition; Shape; Signal analysis; Voltage;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
DOI :
10.1109/ICASSP.1986.1168877