Title :
A new T-S fuzzy observer based controller for nonlinear NCSs
Author :
Azimi, M. ; Beheshti, M.T.H. ; Badpa, A. ; Nejad, H. Shokouhi
Author_Institution :
Fac. of Electr. & Comput. Eng., Tarbiat Modares Univ. (TMU), Tehran, Iran
Abstract :
This paper concerns the tracking control problem for a class of nonlinear networked control systems (NCSs) with external disturbances. A Takagi-Sugeno fuzzy model is employed to represent the nonlinear controlled plant in the NCSs. Both network-induced delay and packet dropout are addressed. The control scheme is based on a parallel distributed compensation (PDC) structure, a fuzzy observer and a H∞ performance to attenuate the external disturbances. The stability of the whole closed-loop model is investigated using a general Lyapunov-Krasovskii functional. The key point of the proposed approaches is to achieve conditions under a linear matrix inequalities (LMI) formulation in the case of a disturbed T-S fuzzy model. This formulation facilitates obtaining solutions through interior point optimization methods for some nonlinear NCSs tracking problems. A numerical example is used to illustrate the validity of the design methodology.
Keywords :
H∞ control; Lyapunov methods; closed loop systems; delays; fuzzy control; linear matrix inequalities; networked control systems; nonlinear control systems; observers; optimisation; stability; tracking; H∞ performance; LMI formulation; PDC structure; T-S fuzzy observer based controller; Takagi-Sugeno fuzzy model; closed loop model; disturbed T-S fuzzy model; external disturbances; general Lyapunov-Krasovskii functional; interior point optimization; linear matrix inequalities; network-induced delay; nonlinear NCS tracking problem; nonlinear controlled plant; nonlinear networked control systems; packet dropout; parallel distributed compensation; stability; tracking control problem; Automation; Bismuth; Delay; Instruments; Observers; Stability criteria; Linear Matrix Inequality (LMI); Observer; T-S model; networked control system (NCS); packet dropout; tracking control;
Conference_Titel :
Control, Instrumentation and Automation (ICCIA), 2011 2nd International Conference on
Conference_Location :
Shiraz
Print_ISBN :
978-1-4673-1689-7
DOI :
10.1109/ICCIAutom.2011.6356688