Elimination of Power Line Interference in ECG Signal Using Adaptive Filter, Notch Filter and Discrete Wavelet Transform Techniques

Srinivasa M.G., Pandian P.S.
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引用次数: 6

Abstract

An ECG is a biomedical non-stationary signal, which contains valuable information about the electrical activity of the heart. The ECG is very sensitive and a weak signal, hence, it gets corrupted by various types of noise such as power line interference, baseline wander, motion artifacts, muscle contractions, electrode contact noise, etc., that may lead to a misdiagnosis. Among these noise parameters the power line interference is very crucial because noise falls in the ECG bandwidth, i.e. 0.05 Hz to 100 Hz. The article proposes the removal of power line interference (PLI) noise in an ECG signal based on discrete wavelet transform (DWT) and adaptive filtering techniques. The results are compared with the existing notch filter both in time and frequency domain by filter performance parameters like ESD, MSE %PSD and SNR.
利用自适应滤波、陷波滤波和离散小波变换技术消除心电信号中的电力线干扰
心电图是一种生物医学上的非平稳信号,它包含有关心脏电活动的宝贵信息。心电图是一个非常敏感和微弱的信号,因此,它会被各种类型的噪声所破坏,如电源线干扰、基线漂移、运动伪影、肌肉收缩、电极接触噪声等,这可能导致误诊。在这些噪声参数中,电力线干扰是非常关键的,因为噪声落在心电带宽内,即0.05 Hz到100 Hz。提出了一种基于离散小波变换和自适应滤波技术的心电信号中电力线干扰噪声的去除方法。通过ESD、MSE %PSD和信噪比等滤波器性能参数与现有陷波滤波器在时域和频域进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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