Title :
Control of Equilibria for Nonlinear Stochastic Discrete-Time Systems
Author :
Bashkirtseva, Irina ; Ryashko, Lev
Author_Institution :
Dept. of Math., Ural State Univ., Ekaterinburg, Russia
Abstract :
We consider a nonlinear discrete-time control system forced by stochastic disturbances. The problem addressed is a design of the feedback regulator that stabilizes an equilibrium of the closed-loop deterministic system and synthesizes a required dispersion of random states for corresponding stochastic system. To solve this problem we develop a method based on the stochastic sensitivity matrix technique. Main results of this technical note concern the synthesis of the stochastic sensitivity matrix, a geometric description of attainability set, and constructive design of regulator parameters. The effectiveness of the proposed approach is demonstrated on the stochastic Henon model. Using our technique we provide a low level of sensitivity for stochastically forced equilibria and suppress both regular and chaotic oscillations.
Keywords :
chaos; closed loop systems; control system synthesis; discrete time systems; feedback; matrix algebra; nonlinear control systems; oscillations; stochastic systems; chaotic oscillation suppression; closed-loop deterministic system; constructive design; equilibria control; feedback regulator parameter; geometric description; nonlinear stochastic discrete-time system; random state dispersion; stochastic Henon model; stochastic disturbance; stochastic sensitivity matrix technique; stochastically forced equilibria; Chaos; Equations; Matrix decomposition; Noise; Regulators; Sensitivity; Stochastic processes; Attainability; control; discrete-time systems; stochastic equilibria; stochastic sensitivity; suppressing chaos;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2011.2142630