Title :
Joint denoising and narrowband artifact rejection for ECG signals
Author :
Fasano, Antonio ; Villani, Valeria
Author_Institution :
Univ. Campus Bio-Medico di Roma, Rome, Italy
Abstract :
ECG signals are corrupted by various kinds of noise and artifacts that may negatively affect any subsequent analysis. In particular, narrowband artifacts include power-line interference and harmonic artifacts. Customarily, noise reduction and artifact rejection are tackled as two distinct problems. In this paper, we propose a joint approach to de-noising and narrowband artifact rejection that exploits the local structure of a noisy ECG. Simulation results confirm the effectiveness of the approach and highlight a notable ability to remove both noise and narrowband artifacts in ECG signals.
Keywords :
electrocardiography; medical signal processing; signal denoising; ECG signal; harmonic artifacts; joint denoising; narrowband artifact rejection; power line interference; Electrocardiography; Harmonic analysis; Narrowband; Noise; Noise measurement; Noise reduction; Smoothing methods;
Conference_Titel :
Computing in Cardiology (CinC), 2012
Conference_Location :
Krakow
Print_ISBN :
978-1-4673-2076-4