Title :
Observer-based fuzzy adaptive control for a class of MIMO nonlinear systems
Author :
Hao, Wanjun ; Liu, Guoliang ; Wang, SheYang ; Qiang, Wenyi
Author_Institution :
Sch. of Astronaut., Harbin Inst. of Technol.
Abstract :
The adaptive fuzzy Control scheme based on high gain observer is proposed for a class of MIMO nonlinear systems involving plant uncertainties and external disturbances. It does not require the system states to be available for measurement. Assisted by observer-based state feedback control component, combining adaptive control, Hinfin control with fuzzy logic systems, the output feedback control law and parameter adaptive law are derived. The system performance can be greatly improved. The simulation results demonstrate that the proposed adaptive fuzzy control system can guarantee the system stability and also maintain a good tracking performance
Keywords :
Hinfin control; Lyapunov methods; MIMO systems; adaptive control; fuzzy control; fuzzy logic; fuzzy systems; nonlinear systems; observers; state feedback; Hinfin control; Lyapunov stability; MIMO nonlinear systems; fuzzy adaptive control; fuzzy logic systems; high gain observer; output feedback control law; parameter adaptive law; state feedback control; Adaptive control; Adaptive systems; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; MIMO; Nonlinear systems; Programmable control; State feedback; Fuzzy adaptive control; H control; Lyapunov stability; Nonlinear MIMO system; Tracking control;
Conference_Titel :
Computational Engineering in Systems Applications, IMACS Multiconference on
Conference_Location :
Beijing
Print_ISBN :
7-302-13922-9
Electronic_ISBN :
7-900718-14-1
DOI :
10.1109/CESA.2006.4281656