• DocumentCode
    1944021
  • Title

    Wavelet based event detection in pacemakers

  • Author

    Åström, M. ; Olmos, S. ; Sörnmo, L.

  • Author_Institution
    Dept. of Electroscience, Lund Univ., Sweden
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    2121
  • Abstract
    This paper presents a detection algorithm for pacemakers which is based on a signal model including a linear combination of descriptive functions. The functions are defined as different time scales of the two fundamental waveforms in the electrogram. An efficient detector structure is provided by the use of a dyadic wavelet transform with integer filter coefficients, followed by a generalized likelihood ratio test. The results show that reliable detection can be obtained for moderate to high noise levels for some common noise sources.
  • Keywords
    electrocardiography; medical signal detection; pacemakers; wavelet transforms; common noise sources; descriptive functions; dyadic wavelet transform; efficient detector structure; electrogram; fundamental waveforms; generalized likelihood ratio test; integer filter coefficients; linear combination; signal model; time scales; wavelet based event detection; Cellular phones; Detection algorithms; Detectors; Electrocardiography; Event detection; Interference; Noise level; Pacemakers; Surveillance; Visual databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1017170
  • Filename
    1017170