• DocumentCode
    1948998
  • Title

    Wavelet based motion artifact removal for ECG signals

  • Author

    Hashim, F.R. ; Petropoulakis, Lykourgos ; Soraghan, John ; Safie, Sairul I.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Univ. of Strathclyde, Glasgow, UK
  • fYear
    2012
  • fDate
    17-19 Dec. 2012
  • Firstpage
    339
  • Lastpage
    342
  • Abstract
    Motion artifact noise in ECG processing is difficult to remove since its spectrum is known to overlap the ECG signal spectrum. The combination of wavelet based denoising and high-pass/low-pass filtering is presented and shown to provide good motion artifact noise removal capabilities. The relative performance of the new technique is demonstrated using ECGs from the MIT-BIH ECG database.
  • Keywords
    electrocardiography; high-pass filters; low-pass filters; medical signal processing; signal denoising; wavelet transforms; ECG processing; ECG signal spectrum; MIT-BIH ECG database; high-pass filtering; low-pass filtering; motion artifact noise removal capabilities; wavelet based denoising; wavelet based motion artifact removal; ECG; MIT-BIH database; motion artifact; wavelet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Sciences (IECBES), 2012 IEEE EMBS Conference on
  • Conference_Location
    Langkawi
  • Print_ISBN
    978-1-4673-1664-4
  • Type

    conf

  • DOI
    10.1109/IECBES.2012.6498019
  • Filename
    6498019
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1948998