Title :
Linear and nonlinear characteristics of ECG signals produced by simulations of ventricular tachyarrhythmias
Author :
Clayton, Rh ; Yu, DJ ; Small, M. ; Biktashev, VN ; Harrison, RG ; Holden, AV
Author_Institution :
Leeds Univ., UK
fDate :
6/21/1905 12:00:00 AM
Abstract :
The aim of this study was to compare pseudo-ECGs produced by different configurations of re-entry in a computational model. We initiated single, double and multiple re-entrant waves in a cuboid with Fitz-Hugh Nagumo excitability. We estimated one component of the pseudo-ECG, and applied linear time-frequency and nonlinear dimensional analysis. The pseudo-ECG produced by a single re-entrant wave was periodic, whereas that produced by a double re-entrant wave was quasiperiodic with slow changes in both frequency content and amplitude. The dimension of these time series was around 1 and 3 respectively. The time-frequency distribution of the pseudo-ECG produced by multiple re-entrant waves was more complex with rapid changes in frequency and amplitude, and the dimension of the pseudo-ECG time series was around 4. Thus different configurations of re-entrant wave are associated with qualitatively and quantitatively different pseudo-ECG time series
Keywords :
electrocardiography; medical signal processing; physiological models; time series; time-frequency analysis; ECG signals; Fitz-Hugh Nagumo excitability; amplitude; computational model; cuboid; double re-entrant waves; frequency content; linear characteristics; linear time-frequency analysis; multiple re-entrant waves; nonlinear characteristics; nonlinear dimensional analysis; periodic; pseudo-ECG; qualitatively different pseudo-ECG time series; quantitatively different pseudo-ECG time series; quasiperiodic; re-entry configurations; simulations; single re-entrant waves; time series; time-frequency distribution; ventricular tachyarrhythmias; Computational modeling; Electrocardiography; Equations; Frequency estimation; Heart; Humans; Isosurfaces; Roentgenium; Time frequency analysis; Time series analysis;
Conference_Titel :
Computers in Cardiology, 1999
Conference_Location :
Hannover
Print_ISBN :
0-7803-5614-4
DOI :
10.1109/CIC.1999.826012