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
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