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Removal of ECG Baseline Wander using Savitzky-Golay Filter Based Method

机译:基于Savitzky-Golay滤波器的方法去除ECG基线漂移

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ECG (Electrocardiogram) is a measure of heart’s electrical activity. As the body is a volume conductor, ECG signal can be recorded from the body surface. The signal while being recorded from the body surface gets corrupted by various types of noise or artifact. Among these, baseline wander is a type of noise that severely hampers the ECG signal. Baseline wander is particularly of very low frequency; it causes the ECG signal to deviate from its isoelectric line and causes the signal to ride on the lower frequency artifact. The proposed method is based on Savitzky-Golay filter, which is a moving average filter that takes into consideration the polynomial order along with moving averaging when approximating the signal. It enables to approximate the baseline wander quite efficiently. Though in some cases it distorts the ECG signal to some extent, when compared with usual polynomial fitting method, it demonstrates superiority in terms of accuracy, simplicity and generalization. Bangladesh Journal of Medical Physics Vol.8 No.1 2015 32-45
机译:心电图(ECG)是衡量心脏电活动的指标。由于身体是体导体,因此可以从身体表面记录ECG信号。从体表记录的信号会因各种类型的噪音或伪影而损坏。其中,基线漂移是一种严重阻碍ECG信号的噪声。基线漂移特别低。它会导致ECG信号偏离其等电线,并使信号骑在低频伪像上。所提出的方法基于Savitzky-Golay滤波器,它是一种移动平均滤波器,在逼近信号时会考虑多项式阶数以及移动平均。它可以非常有效地近似基线漂移。尽管在某些情况下它会使ECG信号有些失真,但与常规的多项式拟合方法相比,它在准确性,简单性和通用性方面显示出优越性。孟加拉国医学物理学杂志2015年第8卷第1期32-45

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