DocumentCode
2882912
Title
Using wavelet transform reassignment techniques for ECG characterisation
Author
Clifton, D. ; Addison, P.S. ; Stiles, M.K. ; Legarreta, I. Romero ; Grubb, N. ; Watson, J.N. ; Clegg, G.R. ; Robertson, C.E.
Author_Institution
CardioDigital Ltd., Edinburgh, UK
fYear
2003
fDate
21-24 Sept. 2003
Firstpage
581
Lastpage
584
Abstract
Reassignment, a technique which sharpens the time frequency information within the time-frequency plane, can be applied to the wavelet transform to produce a more succinct, highly focused, representation. In this paper this technique is applied to interrogate and represent heart rate variation recorded by means of temporary reprogramming of a volunteer´s pacemakers. The work has shown that the reassignment technique is capable of extracting subtle features, and in particular, providing enhanced temporal isolation, from components that were not readily observable in the wavelet scalogram alone.
Keywords
electrocardiography; feature extraction; medical signal processing; pacemakers; signal representation; time-frequency analysis; wavelet transforms; ECG characterisation; enhanced temporal isolation; feature extraction; heart rate variation representation; pacemakers; time-frequency plane; wavelet transform reassignment techniques; Accidents; Cardiology; Continuous wavelet transforms; Electrocardiography; Feature extraction; Heart rate variability; Signal analysis; Switches; Time frequency analysis; Wavelet transforms;
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.2003.1291222
Filename
1291222
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