Title :
Prediction of chaotic behavior
Author :
Oguchi, Toshiki ; Nijmeijer, Henk
Author_Institution :
Dept. of Mech. Eng., Tokyo Metropolitan Univ., Japan
Abstract :
This paper considers the prediction of chaotic behavior using a master-slave synchronization scheme. Based on the stability theory for retarded systems using a Lyapunov-Krasovskii functional, we derive a sufficient condition for perfect state prediction of the master system via a time-delayed output signal of the slave system. The obtained result is based on the delay-dependent stability of time-delay systems. In addition, we derive an upper bound of the admissible time delay by using linear matrix inequality techniques. Finally, we show the effectiveness of the proposed predictor by two numerical examples.
Keywords :
Lyapunov methods; chaos; circuit stability; delays; large-scale systems; linear matrix inequalities; synchronisation; Lyapunov-Krasovskii functional; chaotic behavior; complex systems; delay-dependent stability; linear matrix inequality techniques; master-slave synchronization; perfect state prediction; retarded systems; stability theory; sufficient condition; time-delay systems; time-delayed output signal; Chaos; Delay effects; Laser theory; Linear matrix inequalities; Mechanical engineering; Prediction methods; Semiconductor lasers; Stability; Sufficient conditions; Upper bound; Complex systems; state prediction; synchronization; time delay;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2005.853396