Title :
Statistical Deconvolution of Electrocardiograms
Author :
Eisenstein, Bruce A. ; Cerrato, Louis R.
Author_Institution :
Department of Electrical Engineering, Drexel University
Abstract :
Distortion caused by the passage of an electrocardiogram (ECG) through a linear, time-invariant system can be removed by deconvolving the impulse response of the distorting system from the observation. By modeling the ECG as a cyclostationary signal, the deconvolution can be done without a priori knowledge of the impulse response of the distorting system.
Keywords :
Convolution; Deconvolution; Discrete Fourier transforms; Distortion; Electrocardiography; Linear systems; Pulse modulation; Random processes; Signal restoration; Statistics; Electrocardiography; Humans; Mathematics;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1978.326315