Title :
A stochastic control of discrete variable structure tracking systems with minimax weighted sensitivity
Author :
Hwang, Chih-Lyang ; Han, Song-Yu
Author_Institution :
Dept. of Mech. Eng., Tatung Univ., Taiwan
Abstract :
In this paper, a finite-time step to reach the switching surface for the discrete-time stochastic systems was first obtained by an equivalent control. Owing to the presence of the total disturbance including random disturbance, which is modeled by a stochastic model, and nonlinear time-varying uncertainties, a poor response often occurred. In this situation, an equivalent control obtained by the simultaneous minimization of the weighted sensitivity function in H∞-norm space between total disturbance and switching surface was employed to attenuate its effect. In addition, a suitable weighting function could partially reject nonlinear time-varying uncertainties, e.g., constant, ramp, sinusoidal uncertainties. For further enhancing system performance, a switching control was designed. In summary, the proposed control (stochastic variable structure tracking control, SVSTC) could deal with the total disturbance that was not necessarily stationary or bounded, the system that was not necessarily minimum phase.
Keywords :
H∞ control; discrete time systems; minimax techniques; nonlinear control systems; stochastic systems; uncertain systems; variable structure systems; H∞-norm space; discrete variable structure tracking system; discrete-time stochastic system; minimax weighted sensitivity; nonlinear time-varying uncertainties; stochastic control; Control systems; Linear feedback control systems; Minimax techniques; Motion control; Robust control; Sliding mode control; Stochastic processes; Stochastic systems; System performance; Uncertainty;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1400843