Literature DB >> 24028797

Fractional dynamical model for the generation of ECG like signals from filtered coupled Van-der Pol oscillators.

Saptarshi Das1, Koushik Maharatna.   

Abstract

In this paper, an incommensurate fractional order (FO) model has been proposed to generate ECG like waveforms. Earlier investigation of ECG like waveform generation is based on two identical Van-der Pol (VdP) family of oscillators, which are coupled by time delays and gains. In this paper, we suitably modify the three state equations corresponding to the nonlinear cross-product of states, time delay coupling of the two oscillators and low-pass filtering, using the concept of fractional derivatives. Our results show that a wide variety of ECG like waveforms can be simulated from the proposed generalized models, characterizing heart conditions under different physiological conditions. Such generalization of the modelling of ECG waveforms may be useful to understand the physiological process behind ECG signal generation in normal and abnormal heart conditions. Along with the proposed FO models, an optimization based approach is also presented to estimate the VdP oscillator parameters for representing a realistic ECG like signal.
Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.

Keywords:  Delay differential equation (DDE); Electrocardiogram (ECG); Fractional calculus; Phase space; Van-der Pol (VdP) oscillator

Mesh:

Year:  2013        PMID: 24028797     DOI: 10.1016/j.cmpb.2013.08.012

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  2 in total

1.  Interactive Simulation of the ECG: Effects of Cell Types, Distributions, Shapes and Duration.

Authors:  Jorge Ramirez Ortiz; Abouzar Kaboudian; Ilija Uzelac; Shahriar Iravanian; Elizabeth M Cherry; Flavio H Fenton
Journal:  Comput Cardiol (2010)       Date:  2022-01-10

2.  ECG Patient Simulator Based on Mathematical Models.

Authors:  Mario Alan Quiroz-Juárez; Juan Alberto Rosales-Juárez; Omar Jiménez-Ramírez; Rubén Vázquez-Medina; José Luis Aragón
Journal:  Sensors (Basel)       Date:  2022-07-30       Impact factor: 3.847

  2 in total

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