INTEGRATED APPROACH TO ECG SIGNAL PROCESSING

M. Kaur, Ubhi J.S, Birmohan Singh, Seema
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引用次数: 1

Abstract

The Electrocardiogram (ECG) Signal is a graphical representation of the electromechanical activity of the cardiac system. It is one of the most important physiological parameter, which is being extensively used for knowing the state of cardiac patients. While taking ECG signals, the noises get introduced. It leads to the interference of these noises to important cardiac information. In order to get rid of these noises, an appropriate filter must be designed. This paper provides the design of cascading of IIR Bandpass Zero phase (BP-ZP) Elliptic filter, median filter and Elliptic notch filter. It helps to reduce Low frequency artifacts, High frequency artifacts, Baseline wander and Power line Interference to large extent. This reduction is shown by calculating Power Spectral Density (PSD) of signal before and after implementing above mentioned filters on ECG signal. The results have been concluded using Matlab and MIT-BIH Arrhythmia database.
心电信号处理的综合方法
心电图(ECG)信号是心脏系统机电活动的图形表示。它是最重要的生理参数之一,被广泛用于了解心脏病患者的状态。在采集心电信号时,会引入噪声。这会导致这些噪音干扰重要的心脏信息。为了消除这些噪声,必须设计合适的滤波器。本文给出了IIR带通零相位(BP-ZP)椭圆滤波器、中值滤波器和椭圆陷波滤波器的级联设计。它可以在很大程度上减少低频伪影、高频伪影、基线漂移和电源线干扰。通过对心电信号进行上述滤波前后的功率谱密度(PSD)计算,可以看出这种降低。使用Matlab和MIT-BIH心律失常数据库对结果进行了总结。
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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