最小化心电信号噪声的各种方法综述

Balwinder Singh, Preeti Singh, S. Budhiraja
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引用次数: 23

摘要

心电信号具有时变特性,是诊断和分析患者心脏疾病最常用的信号来源。心电图是通过在人体的特定位置放置电极来记录的。在记录过程中,心电信号会受到干扰和噪声的影响,从而降低记录质量,给准确自动判读带来困难。电力线干扰、基线偏移和肌肉震颤大多是可注意到的伪影或噪音。因此,要准确地描绘心电信号的特征点,必须保证心电信号的质量。本文综述了各种用于降噪、特征点划分和疾病分类的方法,以及它们各自的优缺点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Various Approaches to Minimise Noises in ECG Signal: A Survey
ECG signal is time varying in nature which is most common source used for the diagnosis and analysis of heart diseases present in the patient. ECG is recorded by placing electrodes at specified positions of human body. During recording, ECG is contaminated with artifacts and noises which always degrade its quality, and makes accurate and automatic interpretation more difficult. Power line interference, baseline wanders and muscle tremors are mostly noticed artifacts or noises. So for accurate delineation of characteristics points of ECG, a good quality of ECG is necessary. This paper is presenting a survey on various methods developed for de-noising, delineation of characteristics points and classification of diseases along with their respective advantages and disadvantages.
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