• DocumentCode
    2882710
  • Title

    Noninvasive His-bundle electrocardiogram: toward beat-to-beat electromyogram noise removal

  • Author

    Bazhyna, A. ; Gotchev, A. ; Christov, Il ; Daskalov, I.K. ; Egiazarian, K.

  • Author_Institution
    Inst. of Signal Process., Tampere Univ. of Technol., Finland
  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    545
  • Lastpage
    548
  • Abstract
    EMG noise is a very impeding factor for beat-to-beat detection of His micropotentials in high-resolution ECG. Its reduction was attempted by a two-stage wavelet-domain Wiener filtering procedure. In the first stage, a pilot signal estimate was obtained by averaging a rather small number (∼20) of successive beats synchronized to the R peak. In the second stage, this pilot signal together with EMG noise variance estimate, was used in the wavelet-domain Wiener filtering. The proposed noise suppression technique establishes a compromise between the need of beat-to-beat evaluation of the His potential and the noise-suppression-effective averaging. The algorithm shows adequate performance for records containing both moderate EMG and power-line interference, and for ECGs of sufficiently long P-Q interval (P-wave separated from Q-wave).
  • Keywords
    Wiener filters; electrocardiography; electromyography; interference suppression; medical signal detection; medical signal processing; His micropotentials detection; beat-to-beat electromyogram noise removal; long P-Q interval; noise-suppression-effective averaging; noninvasive His-bundle electrocardiogram; power-line interference; two-stage wavelet-domain Wiener filtering; Adaptive filters; Biomedical signal processing; Decorrelation; Electrocardiography; Electromyography; Karhunen-Loeve transforms; Noise generators; Noise reduction; Signal processing; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291213
  • Filename
    1291213