DocumentCode :
887508
Title :
Application of stochastic control techniques to chaotic nonlinear systems
Author :
Fowler, Thomas B.
Author_Institution :
Mitre Corp., McLean, VA, USA
Volume :
34
Issue :
2
fYear :
1989
fDate :
2/1/1989 12:00:00 AM
Firstpage :
201
Lastpage :
205
Abstract :
A control algorithm based on stochastic control techniques is devised for chaotic nonlinear systems. The algorithm uses a state estimator based on the Kalman filter, and yields performance improvements in at least some regions of state space with respect to that obtainable by use of a controller utilizing only the conditional mean of the system state vector. The method is applied to two typical chaotic nonlinear systems (the Henon-Heiles system and the Lorenz system), and their behavior with control is explored numerically
Keywords :
Kalman filters; chaos; nonlinear control systems; state estimation; stochastic systems; Henon-Heiles system; Kalman filter; Lorenz system; chaotic systems; nonlinear systems; state estimation; stochastic control; Chaos; Control systems; Noise measurement; Nonlinear control systems; Nonlinear systems; Optimal control; State estimation; Stochastic resonance; Stochastic systems; Yield estimation;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/9.21099
Filename :
21099
Link To Document :
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