一种用于心电信号快速跟踪和消除电力线干扰的智能自适应滤波器

N. Razzaq, M. Butt, M. Salman, Rahat Ali, I. Sadiq, K. Munawar, T. Zaidi
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引用次数: 8

摘要

心电图信号反映心脏的电活动。由于心电信号的幅值只有几个毫伏量级,它容易受到多种噪声的影响,其中最受干扰的是电力线干扰。PLI频率的变化使问题进一步复杂化,可以通过实现自适应陷波滤波器(ANF)来解决。ANF通常需要一个参考输入,这在所有情况下都是不可能的。本文提出了一种不需要参考输入的智能自适应滤波器。该方法首先检测出PLI噪声的频率,然后自适应跟踪并消除心电信号中的PLI。
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An intelligent adaptive filter for fast tracking and elimination of power line interference from ECG signal
The ECG (Electrocardiogram) signal reflects the electrical activity of the heart. Since amplitude of ECG signal is of order of few mV, it is susceptible to many types of noises and amongst which the most disturbing is power line interference (PLI). Variations in frequency of PLI further complicate the problem which can be taken care by implementation of adaptive notch filter (ANF). ANF normally requires a reference input which is not possible in all cases. In this paper, we have proposed an intelligent adaptive filter which does not require a reference input. Proposed method first detects the frequency of PLI noise then adaptively tracks and eliminates PLI from ECG signal.
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