A Survey on ECG Signal Denoising Techniques

Sarang L. Joshi, Rambabu, Vatti, R. Tornekar
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引用次数: 97

Abstract

Noise always degrades the quality of ECG signal. ECG noise removal is complicated due to time varying nature of ECG signal. As the ECG signal is used for the primary diagnosis and analysis of heart diseases, a good quality of ECG signal is necessary. A survey of various types of noises corrupting ECG signal and various approaches based on Wavelet Transform, Fuzzy logic, FIR filtering, Empirical Mode Decomposition used in denoising the signal effectively are presented in this paper. The result tables comparing the performances of various denoising techniques based on related parameters are included.
心电信号去噪技术综述
噪声会降低心电信号的质量。由于心电信号的时变特性,心电噪声的去除非常复杂。由于心电信号用于心脏疾病的初步诊断和分析,因此良好的心电信号质量是必不可少的。本文综述了影响心电信号的各种噪声,并介绍了基于小波变换、模糊逻辑、FIR滤波、经验模态分解等方法对心电信号进行有效去噪的方法。给出了基于相关参数的各种去噪技术的性能比较结果表。
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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