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
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;
Conference_Titel :
Computers in Cardiology, 2003
Print_ISBN :
0-7803-8170-X
DOI :
10.1109/CIC.2003.1291222