Comparison of adaptive noise cancelers for ECG signals in wireless biotelemetry system

Aleem Khaliq, A. Waseem, M. F. Munir, R. Ahmad
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引用次数: 4

Abstract

In this paper, least mean square (LMS) adaptive filter and its several variants are used to remove the noise in degraded electrocardiographic (ECG) signals. One of the main interference sources in measurement of ECG signal includes 50 Hz power line that produces distortion in the original signal while measuring. Recently, adaptive filtering is supposed to be one of the most popular and effective methods for the analysis and processing of ECG signals. In this paper comparison has been made and suggests a suitable implementation of the noise canceller for the biotelemetry applications which require high signal to noise (SNR) ratios. These schemes generally involve simple procedures such as shift operations and simple addition and attain effective results as compared to other LMS based realizations.
无线生物遥测系统中心电信号的自适应降噪比较
本文采用最小均方自适应滤波及其几种变体来去除退化的心电信号中的噪声。50hz电源线是心电信号测量的主要干扰源之一,在测量过程中会对原始信号产生畸变。近年来,自适应滤波被认为是心电信号分析和处理中最常用、最有效的方法之一。本文通过比较,提出了一种适合于高信噪比生物遥测应用的降噪方案。与其他基于LMS的实现相比,这些方案通常涉及简单的过程,如移位操作和简单的加法,并获得有效的结果。
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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