Wavelet based motion artifact removal for ECG signals

F. Hashim, L. Petropoulakis, J. Soraghan, S. Safie
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引用次数: 26

Abstract

Motion artifact noise in ECG processing is difficult to remove since its spectrum is known to overlap the ECG signal spectrum. The combination of wavelet based denoising and high-pass/low-pass filtering is presented and shown to provide good motion artifact noise removal capabilities. The relative performance of the new technique is demonstrated using ECGs from the MIT-BIH ECG database.
基于小波变换的心电信号运动伪影去除
在心电信号处理中,运动伪影噪声由于其频谱与心电信号频谱重叠而难以去除。提出了基于小波去噪和高通/低通滤波的组合,并显示了良好的运动伪影噪声去除能力。使用来自MIT-BIH心电数据库的心电图证明了新技术的相对性能。
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