Title :
Output feedback tracking control of uncertain nonlinear systems with non-symmetric dead-zone input
Author :
Chiang, Chiang-Cheng ; Liu, Cheng-Chieh
Author_Institution :
Dept. of Electr. Eng., Tatung Univ., Taipei, Taiwan
Abstract :
In this paper, an observer-based robust adaptive fuzzy control strategy is presented for uncertain nonlinear dynamical systems subject to non-symmetric dead-zone nonlinearity. Within this scheme, fuzzy logic systems are used to estimate unknown nonlinear function of the dynamic system and unknown upper bounds of unmatched uncertainties, respectively. A state observer based on state variable filters is designed to estimate all the states which are not available for measurement in the system. Moreover, the adaptive scheme requires only the information about the bounds of the dead-zone slopes. By the Lyapunov function stability theorem, the asymptotical stability of the resulting closed-loop system can be guaranteed, and the output tracking performance of the whole system can be achieved. Finally, some simulation results are introduced to verify the effectiveness of the proposed controller.
Keywords :
Lyapunov methods; adaptive control; asymptotic stability; closed loop systems; control system synthesis; feedback; fuzzy control; nonlinear control systems; observers; robust control; uncertain systems; Lyapunov function stability theorem; asymptotical stability; closed-loop system; fuzzy logic system; nonlinear dynamical system; nonlinear function; nonsymmetric dead-zone nonlinearity; observer-based control; output feedback tracking control; robust adaptive fuzzy control; state observer; state variable filter; uncertain nonlinear system; Adaptive systems; Fuzzy logic; Nonlinear systems; Observers; Robustness; Uncertainty; Vectors; dead-zone input; fuzzy control; nonlinear systems; output feedback; state variable filter;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1507-4
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZ-IEEE.2012.6251296