Title :
Chaotic cardiac arrhythmia detection by ICA and nonlinear dynamic processing of ECG signal
Author_Institution :
Politehnica Univ. of Bucharest, Romania
Abstract :
We show the possibility of detection and computing the required control of chaotic cardiac arrhythmia dynamics out of normal external ECG recordings using independent component analysis (ICA) followed by nonlinear dynamic processing.
Keywords :
chaos; electrocardiography; independent component analysis; medical signal processing; ECG signal; ICA; chaotic cardiac arrhythmia detection; independent component analysis; nonlinear dynamic processing; Atrial fibrillation; Chaos; Control system synthesis; Electrocardiography; Independent component analysis; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Rhythm; Signal processing;
Conference_Titel :
Intelligent Signal Processing, 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7864-4
DOI :
10.1109/ISP.2003.1275824
