Title :
Robust Tracking Control Design for Nonlinear Systems via Fuzzy Observer
Author :
Guang-hui Chang ; Jie-chang Wu
Author_Institution :
Coll. of Naval Archit. & Power, Naval Univ. of Eng., Wuhan, China
Abstract :
This paper presents fuzzy tracking control design for nonlinear systems. Considering not all states of the nonlinear system are fully available or measured while Takagi-Sugeno (T-S) fuzzy model is used to represent the dynamic of nonlinear system, a fuzzy observer-based fuzzy controller is developed to reduce the tracking error. This case yields a disturbance when designing tracking control, so H∞ Scheme is employed to achieve the prescribed robust tracking performance. Simulation example is provided to illustrate the tracking control design procedure and performance of the proposed methods.
Keywords :
H∞ control; control system synthesis; fuzzy control; nonlinear dynamical systems; observers; robust control; H∞ scheme; T-S; Takagi- Sugeno fuzzy model; fuzzy observer; fuzzy tracking control design; nonlinear system dynamic; robust tracking control design; Control design; Educational institutions; Nonlinear dynamical systems; Observers; PD control; Robustness; Fuzzy tracking control; Linear matrix inequity (LMI); Takagi-Sugeno fuzzy model; fuzzy observer;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2646-9
DOI :
10.1109/ISCID.2012.243