• DocumentCode
    674665
  • Title

    ECG baseline wander removal and impact on beat morphology: A comparative analysis

  • Author

    Fasano, Antonio ; Villani, Valeria

  • Author_Institution
    Univ. Campus Bio-Medico di Roma, Rome, Italy
  • fYear
    2013
  • fDate
    22-25 Sept. 2013
  • Firstpage
    1167
  • Lastpage
    1170
  • Abstract
    The aim of this study is to assess the impact of different baseline wander removal techniques on ECG signal morphology. We consider high-pass filtering, median filtering, adaptive filtering and wavelet adaptive filtering, which are common methods to baseline wander removal, and our recent approach based on quadratic variation reduction. The algorithms are compared both in terms of effectiveness in removing baseline wander and distortion introduced in beat morphology. Numerical results show that the approach based on quadratic variation reduction outperforms state-of-the-art algorithms in estimating baseline wander, while preserving the morphology of all waveforms in ECG, both in normal and ectopic beats.
  • Keywords
    adaptive filters; electrocardiography; high-pass filters; median filters; medical signal processing; signal denoising; ECG baseline wander removal; ECG signal morphology; baseline wander removal effectiveness; beat morphology; distortion removal effectiveness; high pass filtering; median filtering; quadratic variation reduction; wavelet adaptive filtering; Distribution functions; Electrocardiography; Estimation error; Finite impulse response filters; Heart rate variability; Morphology; Pregnancy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology Conference (CinC), 2013
  • Conference_Location
    Zaragoza
  • ISSN
    2325-8861
  • Print_ISBN
    978-1-4799-0884-4
  • Type

    conf

  • Filename
    6713590