提出了一种利用FIR滤波器对心电信号进行去噪的新方法

Subhabrata Roy, A. Chandra
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引用次数: 6

摘要

心电图(ECG)是一种图形界面,通过记录心脏的电活动随时间的变化来显示其对各种心脏问题诊断的含义。由于心电信号非常敏感,在数据采集过程中,其幅度和时间段往往会受到噪声和伪影的干扰,这给信号分析带来了很大的困难。本文采用线性相位、锐利截止的FIR滤波器来去除心电信号中的噪声。将滤波后的心电信号与原始心电信号进行比较。为了验证所提方法对心电信号去噪的有效性,还通过多个参数与现有方法的去噪结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new method for denoising ECG signal using sharp cut-off FIR filter
An electrocardiogram (ECG) is a graphical interface that shows its implication for the diagnosis of various cardiac problems by recording the electrical activity of heart with respect to time. Being very sensitive, mostly the amplitude and time period of the ECG signal is corrupted by noises and artifacts during data acquisition, which make the signal analysis much tougher. In this paper, a linear phase, sharp cut-off FIR filter is adopted for removing such noise from the corrupted ECG signal. To make sense, filtered ECG signal is compared with the original one. In order to establish the efficiency of the proposed approach for denoising ECG signal, outcome is also compared with that of the existing ones by means of a number of parameters.
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