Title :
Robust output feedback control of a class of discrete fuzzy systems: An LMI approach
Author :
He, Guannan ; Ji, Jing
Author_Institution :
Coll. of Inf. Sci. & Technol., Beijing Univ. of Chem. Technol., Beijing, China
Abstract :
This paper investigates the robust stabilization problem for a class of discrete-time Takagi-Sugeno (T-S) fuzzy systems via output feedback control. Applying the basis-dependent Lyapunov function approach, we present the sufficient conditions for the solvability of the problem in terms of linear matrix inequality (LMI). Furthermore, the desired full order dynamic output feedback controllers are constructed, which guarantee the asymptotical stability and the prescribed robust performance level for the resulting closed-loop systems. Finally, a numerical example is provided to demonstrate the effectiveness of the methods proposed.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; discrete time systems; feedback; fuzzy control; linear matrix inequalities; robust control; LMI; T-S fuzzy systems; asymptotical stability; basis-dependent Lyapunov function approach; closed loop systems; discrete-time Takagi-Sugeno fuzzy systems; full order dynamic output feedback controllers; linear matrix inequality; problem solvability; robust output feedback control; robust performance level; robust stabilization problem; sufficient conditions; Closed loop systems; Fuzzy systems; Linear matrix inequalities; Output feedback; Robustness; Symmetric matrices; Vectors; Discrete-time systems; Linear matrix inequality (LMI); Output feedback; Takagi-Sugeno (T-S) fuzzy model systems;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244612