Author:
Dorostghol A.,Maghsoudpour A.,Ghaffari A.,Nikkhah-Bahrami M.
Abstract
Abstract
Noise detection and removal are crucial in ECG
processing. In this study, a method based on local characteristic
decomposition (LCD) algorithm for denoising the ECG signals is
discussed. In particular, specific techniques for the removal of
baseline wandering (BW) and of power line interference (PLI), which
are two common noises in ECG, are proposed and tested against real
data. Simulation results show that the proposed method is more
reliable at various signals to noise ratios. These results also
indicate that the proposed method comparing to some conventional
denoising methods such as wavelet, Butterworth, and empirical mode
decomposition (EMD), leads to a higher quality denoising approach.
Subject
Mathematical Physics,Instrumentation
Cited by
2 articles.
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