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ECG Component Delineation By Prony's Method

Niranjan, UC and Murthy, ISN (1991) ECG Component Delineation By Prony's Method. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1991, 31st October-3rd November, Orlando,Florida,U.S.A, Vol.13, 829-830.

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Abstract

A simple, non iterative method for component wave delineation from the Blectrocardiogram (ECG) is derived by modelling it's DCT as a sum of few damped cosinusoids. The parameter set $p_k [a_k,\theta_k,f_k, \alpha_k ]$ i.e., amplitude, phase, frequency and damping factors of the cosinusoids are estimated by the extended Prony method. Based on the clusters of poles appropriate number of them are combined and the component waves derived thereby are in most cases within a percent rms difference (PRD) of 10. The method performed well even in the presence of different artifacts, with a data compression of 1 in 5.

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: 29 May 2006
Last Modified: 19 Sep 2010 04:27
URI: http://eprints.iisc.ernet.in/id/eprint/6959

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