• 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