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Wavelet-based event detection in implantable cardiac rhythm management devices

Författare:
Publiceringsår: 2006
Språk: Engelska
Sidor: 478-484
Publikation/Tidskrift/Serie: IEEE Transactions on Biomedical Engineering
Volym: 53
Nummer: 3
Dokumenttyp: Artikel
Förlag: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

Sammanfattning

This paper presents a novel event detector for implantable devices. The algorithm is based on a signal model which describes an event as a linear combination of basis functions. The linear combination involves two fundamental electrogram waveforms represented at different time scales. An efficient, low-complexity detector is developed using the dyadic wavelet transform with integer filter coefficients, and a generalized likelihood ratio test. The results show that reliable detection is obtained at an intermediate signal-to-noise ratio (SNR = 25 dB) for various common noise sources. In terms of probabilities of missed events and false alarms, an over-all performance of 0.7% and 0.1%, respectively, was achieved on electrograms corrupted by the different noise types at an intermediate SNR.

Disputation

Nyckelord

  • Technology and Engineering
  • Medicine and Health Sciences
  • event detection
  • implantable cardiac devices
  • electrogram
  • pacemakers
  • wavelets

Övriga

Published
Yes
  • ISSN: 0018-9294

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