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
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