Output tracking controller for non-affine nonlinear systems with nonlinear output: Fuzzy adaptive approach

In this paper, we proposed a new method of a fuzzy adaptive controller design for a class of non-affine nonlinear systems in which functions of the systems are unknown. The Lyapunov stability of the closed loop system, robustness against uncertainty and external disturbance, the convergence of the output error to zero and the boundedness of the internal signal are guaranteed. An illustrative example shows the effectiveness of the proposed method and the simulation results are very promising.

[1]  Qing-Long Han,et al.  Observer-based fuzzy control design with adaptation to delay parameter for time-delay systems , 2005, Fuzzy Sets Syst..

[2]  Chen Bin,et al.  Fuzzy adaptive output feedback control for MIMO nonlinear systems , 2005, Fuzzy Sets Syst..

[3]  Chiang-Cheng Chiang,et al.  Adaptive Fuzzy Sliding Mode Control For Time-Delay Uncertain Large-Scale Systems , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[4]  Shaocheng Tong,et al.  Fuzzy adaptive control for a class of nonlinear systems , 1999, Fuzzy Sets Syst..

[5]  Yan-Jun Liu,et al.  Adaptive fuzzy control for a class of uncertain nonaffine nonlinear systems , 2007, Inf. Sci..

[6]  L X Wang,et al.  Fuzzy basis functions, universal approximation, and orthogonal least-squares learning , 1992, IEEE Trans. Neural Networks.

[7]  Shaocheng Tong,et al.  Observer-based adaptive fuzzy control for SISO nonlinear systems , 2004, Fuzzy Sets Syst..

[8]  Zeungnam Bien,et al.  Design of fuzzy direct adaptive controller and stability analysis for a class of nonlinear system , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[9]  Mignon Park,et al.  Adaptive parameter estimator based on T-S fuzzy models and its applications to indirect adaptive fuzzy control design , 2004, Inf. Sci..

[10]  Chih-Chiang Cheng,et al.  Adaptive sliding mode controller design based on T-S fuzzy system models , 2006, Autom..

[11]  Wen-Shyong Yu.  Model reference fuzzy adaptive control for uncertain dynamical systems with time delays , 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).

[12]  Yuezhong Tang,et al.  Stable fuzzy adaptive control for a class of nonlinear systems , 1999, Fuzzy Sets Syst..

[13]  Sarangapani Jagannathan,et al.  Adaptive Fuzzy Logic Control of Feedback Linearizable Discrete-time Dynamical Systems Under Persistence of Excitation , 1998, Autom..

[14]  Gang Feng,et al.  Stable adaptive control of fuzzy dynamic systems , 2002, Fuzzy Sets Syst..

[15]  Gang Feng,et al.  An approach to adaptive control of fuzzy dynamic systems , 2002, IEEE Trans. Fuzzy Syst..

[16]  Ahmad B. Rad,et al.  State observer based indirect adaptive fuzzy tracking control , 2005, Simul. Model. Pract. Theory.

[17]  Amar Goléa,et al.  Stable indirect fuzzy adaptive control , 2003, Fuzzy Sets Syst..

[18]  Liang Chen,et al.  Fuzzy Modeling and Adaptive Control of Uncertain Chaotic Systems , 1999, Inf. Sci..

[19]  Gu Shusheng,et al.  Fuzzy adaptive output feedback control for nonlinear MIMO systems based on observer , 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

[20]  Lei Zhang.  Stable Fuzzy Adaptive Control Based on Optimal Fuzzy Reasoning , 2006, Sixth International Conference on Intelligent Systems Design and Applications.

[21]  Shaocheng Tong,et al.  Integrated fuzzy modeling and adaptive control for nonlinear systems , 2003, Inf. Sci..

[22]  Hansheng Wu,et al.  Decentralized adaptive robust control for a class of large-scale systems including delayed state perturbations in the interconnections , 2002, IEEE Trans. Autom. Control..

[23]  Salim Labiod,et al.  Adaptive fuzzy control of a class of MIMO nonlinear systems , 2005, Fuzzy Sets Syst..

[24]  Salim Labiod,et al.  Adaptive fuzzy control of a class of SISO nonaffine nonlinear systems , 2007, Fuzzy Sets Syst..