DocumentCode
2399439
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
fYear
2011
fDate
8-10 June 2011
Firstpage
229
Lastpage
233
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICSSE.2011.5961904
Filename
5961904
Link To Document