• 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