Title :
Chaotic signals: attractor reconstruction and local prediction
Author :
Morgavi, G. ; Piantolini, A. ; Ridella, S. ; Santucci, S. ; Solinas, M.
Author_Institution :
ICE CNR, Genova, Italy
Abstract :
A procedure was developed to reconstruct a chaotic attractor and to make local prediction on a chaotic temporal series. It has been tested on many well-known chaotic systems. This algorithm also computes the embedding dimension of the system generating the time series. After many tests, it was used on real electrocardiographic signals. The experimental data are analyzed
Keywords :
chaos; electrocardiography; filtering and prediction theory; signal processing; attractor reconstruction; chaotic systems; chaotic temporal series; electrocardiographic signals; embedding dimension; local prediction; Autocorrelation; Chaos; Data analysis; Delay effects; Graphics; Logistics; Nonlinear dynamical systems; State-space methods; System testing; Time measurement;
Conference_Titel :
Circuits and Systems, 1991., Proceedings of the 34th Midwest Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-0620-1
DOI :
10.1109/MWSCAS.1991.252125
