文章基本信息

标题：Removal of EMG Interference from Electrocardiogram Using Back Propagation
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作者：GURJEET SINGH ; RANJIT KAUR
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2013
卷号：1
期号：6
出版社：S&S Publications
摘要：In this paper a technique called back Propagation Network (BPN) is proposed to cancel electromyogram (EMG) interferencein electrocardiogram (ECG). The performance evaluation of the proposed technique is done in terms of signal to noise ratio, mean squareerror and epochs. The paper presented also illustrates the effect of training algorithm for a given application. Electrocardiogram signalsare used to detect heart diseases and also in recent clinical studies. These signals (ECG) are mixed with noise such as baseline drift,electrode motion artifacts, power line interference etc. Previous studies for ECG noise removal are not up on satisfactory marks due tothe non stationary nature of the associated noise sources and their spectral overlap with desired ECG signals
关键词：Noise removal; Electrocardiogram (ECG); Electromyogram (EMG); Back propagation (BPN); Spectral overlap