Synthesis of ECG waveform using Simulink model

Subhajit Bhowmick, P. Kundu, G. Sarkar
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引用次数: 2

Abstract

Modeling of ECG signal is of much importance as the outcome of it is needed for compression of ECG waveform for remote transmission by wireless link, reconstruction of both normal and abnormal ECG waveform without patient, studying the performance of cardiovascular system or heart. The present work proposes a novel method to design a model of heart according to functions of electrical activity of major parts inside heart. Each individual major part generates potential wave w.r.t. time of its own nature due to depolarization and repolarization processes. The individual potential waves have been modeled using Fourier analysis method. In this paper modeling P-R interval wave, QRS interval wave, S-T interval wave and ECG wave for one cycle using MATLAB Simulink. The proper utilization of MATLAB functions (PR Segment block, QRS Segment block, ST Segment block), MATLAB curve fit GUI-TOOLBOX and MATLAB Simulink tool can lead us to work with ECG signals for processing. The Simulink model major parts have been realized by interval generator blocks, ramp function blocks, product blocks, segment generation blocks and adder thereby generating P-R interval wave, QRS interval wave and S-T interval wave within different time ranges of one cycle of ECG wave. The individuals waves as obtained from PR segment block, QRS segment block, ST segment block are synthesized to produce a typical composite ECG wave.
利用Simulink模型合成心电波形
心电信号的建模对于通过无线链路进行远程传输的心电波形压缩、在无病人的情况下重建正常和异常的心电波形、研究心血管系统或心脏的性能都是非常重要的。本文提出了一种根据心脏主要部位的电活动功能来设计心脏模型的新方法。由于去极化和复极化过程,每个单独的主要部分产生其自身性质的势波w.r.t.时间。用傅里叶分析方法对单个电位波进行了建模。本文利用MATLAB Simulink对一个周期的P-R间隔波、QRS间隔波、S-T间隔波和心电波进行建模。适当地利用MATLAB函数(PR段块、QRS段块、ST段块)、MATLAB曲线拟合GUI-TOOLBOX和MATLAB Simulink工具,可以引导我们对心电信号进行处理。Simulink模型的主要部分由区间生成块、斜坡函数块、乘积块、段生成块和加法器实现,从而在心电波的一个周期的不同时间范围内生成P-R间隔波、QRS间隔波和S-T间隔波。将从PR段块、QRS段块、ST段块得到的单个波进行合成,形成典型的复合心电波。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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