DocumentCode :
2038677
Title :
Projection operator based removal of baseline wander noise from ECG signals
Author :
Agrawal, Sanjay ; Gupta, Arpan
Author_Institution :
Signal Process. & Commun. Res. Centre, Int. Inst. of Inf. Technol., Hyderabad, India
fYear :
2013
fDate :
3-6 Nov. 2013
Firstpage :
957
Lastpage :
961
Abstract :
In this paper, we propose a novel method for baseline wander removal from a noisy ECG signal. We use projection operator based approach to remove baseline wander noise from the ECG signal. The noise subspace is generated using sample functions of the first order fBm processes characterizing baseline wander noise. The orthogonal projection of noisy ECG signal onto the noise subspace provides an estimate of baseline wander noise. The estimated noise is subtracted from the noisy input signal to obtain noise-free ECG signal. Performance comparison with other baseline wander removal methods shows the efficacy of the proposed method.
Keywords :
electrocardiography; medical signal processing; signal sampling; baseline wander noise removal method; first order processes; noise subspace; noise-free ECG signal; noisy input signal; orthogonal projection; projection operator; Brownian motion; Electrocardiography; Noise measurement; Noise reduction; Signal to noise ratio; Vectors; Baseline Wander noise; ECG signal; Projection Operator; fBm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 2013 Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4799-2388-5
Type :
conf
DOI :
10.1109/ACSSC.2013.6810431
Filename :
6810431
Link To Document :
بازگشت