Title :
Observer synthesis for discrete-time T-S fuzzy system with output disturbance
Author :
Thai, Viet Dang ; Wang, Wen-June
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., JhongLi, Taiwan
Abstract :
This paper presents a novel observer synthesis for nonlinear discrete-time systems with output disturbance that is approximated by the Takagi-Sugeno (T-S) fuzzy model. Based on the fuzzy model and Lyapunov theory, two main theorems are derived for particular and general cases of fuzzy systems, respectively. In theorems, one key condition is proposed, under which the fuzzy observer is synthesized to estimate the system state and the output disturbance simultaneously. Furthermore, the conditions are transformed to linear matrix inequalities (LMIs) to find the parameters in the observer. Finally, the observer is illustrated effectively by a numerical example.
Keywords :
Lyapunov matrix equations; control system synthesis; discrete time systems; fuzzy systems; linear matrix inequalities; nonlinear control systems; observers; LMI; Lyapunov theory; T-S fuzzy system; Takagi-Sugeno fuzzy model; linear matrix inequalities; nonlinear discrete-time systems; observer synthesis; output disturbance; Control systems; Estimation error; Fuzzy systems; Linear matrix inequalities; Nonlinear systems; Numerical models; Observers; Fuzzy observer; Takagi-Sugeno (T-S) model; linear matrix inequalities (LMIs); nonlinear discrete-time systems;
Conference_Titel :
System Science and Engineering (ICSSE), 2011 International Conference on
Conference_Location :
Macao
Print_ISBN :
978-1-61284-351-3
Electronic_ISBN :
978-1-61284-472-5
DOI :
10.1109/ICSSE.2011.5961904