Title :
Sliding Mode Identification and Control for Linear Uncertain Stochastic Systems
Author :
Basin, Michael ; Ferreira, Alejandra ; Fridman, Leonid
Author_Institution :
Dept. of Phys. & Math. Sci., Autonomous Univ. of Nuevo Leon
Abstract :
This paper presents the integral sliding mode technique applied to identifying disturbances and robustifying the optimal linear quadratic Gaussian (LQG) controller for linear uncertain stochastic systems, which is compared to the conventional sliding mode approach. The obtained identifier/controller provides a method for estimating uncertainty values and ensures robustness of the system against perturbations throughout the entire response starting from the initial time instant. Numerical simulations illustrating the obtained results are given for the inverted pendulum system
Keywords :
Gaussian processes; identification; linear quadratic control; linear systems; nonlinear control systems; robust control; stochastic systems; uncertain systems; variable structure systems; integral sliding mode; inverted pendulum system; linear uncertain stochastic system; optimal linear quadratic Gaussian controller; perturbation; robustness; sliding mode identification; Control systems; Filters; Indium tin oxide; Optimal control; Robust control; Samarium; Sliding mode control; State estimation; Stochastic systems; Uncertainty;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377075