ECG compression by modelling the instantaneous module/phase of its DCT.
Recent developments in compression methods on the non-linear and non-stationary data, such as electrocardiograms (ECG), have received large attention by the time-frequency analysts. The technique presented in this paper is based on parametrical modeling the instantaneous module as well as the instantaneous phase, estimated directly from the Discrete Cosine Transform (DCT) of each ECG beat. The estimated parameters are then used to reconstruct each recorded beat. In order to evaluate the performance of our technique, data recorded from the MIT-BIH arrhythmia database are used.
Nunes
Jean-Claude
JC
Laboratoire d'Etude et de Recherche, en Instrumentation, Signaux et Systèmes (EA 412), Université Paris XII-Val de Marne, 94010, Créteil, France.
Nait-Ali
Amine
A
D004562:Electrocardiography / Q000379:methods*; D008962:Models, Theoretical