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Multichannel Selective Linear Prediction Spectrum Analysis for Detection of Cardiac Late potentials

Niranjan, UC and Murthy, ISN (1992) Multichannel Selective Linear Prediction Spectrum Analysis for Detection of Cardiac Late potentials. In: IEEE Annual International Conference of the Engineering in Medicine and Biology Society, 1992, 29th October - 1st November, Paris,France, Vol.2, 614-615.

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Abstract

In this paper we propose a new technique for the frequency analysis of the signal averaged Electrocardiogram (SAECG), based on a parametric model. A part of the spectrum of interest is Characterised by a selective linear prediction (SLP) model. A multichannel extension to the SLP method is proposed to analyze all the three orthogonal lead data at one stroke. Consideration of three channel SAECC as a vector process results in matrix predictor coefficients and spectral ratrix containing auto and cross spectra of individual channels. Vector sum of the area under the model auto spectra is used in the detection of Late Ventricular potentials. In addition, the coherence function represents the amount of correlation between channels over the frequency of interest.

Item Type: Conference Paper
Additional Information: Copyright 1990 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 25 Aug 2008
Last Modified: 19 Sep 2010 04:27
URI: http://eprints.iisc.ernet.in/id/eprint/6904

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