Adaptive fuzzy sliding mode controller design

An adaptive fuzzy sliding mode controller is proposed. The distance-based fuzzy sliding mode controller (D-FSMC) design method is adopted in the design of the proposed controller. Therefore, the number of fuzzy rules can be greatly reduced Then, we adopt the integrated indirect-direct adaptive control algorithm to approximate the dynamics of the nonlinear plant and to adjust the parameters of D-FSMC. The stability of the suggested control system is proved via Lyapunov stability theorem.

[1]  Li-Xin Wang,et al.  A Course In Fuzzy Systems and Control , 1996 .

[2]  Chin-Wang Tao,et al.  Design and analysis of region-wise linear fuzzy controllers , 1997, IEEE Trans. Syst. Man Cybern. Part B.

[3]  Euntai Kim,et al.  A new approach to fuzzy modeling , 1997, IEEE Trans. Fuzzy Syst..

[4]  Keun-Mo Koo,et al.  Stable adaptive fuzzy controller with time-varying dead-zone , 2001, Fuzzy Sets Syst..

[5]  V. Utkin.  Variable structure systems with sliding modes , 1977 .

[6]  Chih-Chiang Cheng,et al.  Sliding mode controllers design for linear discrete-time systems with matching perturbations , 2000, Autom..

[7]  Hyun-Sik Ahn,et al.  Sliding mode-like fuzzy logic control with self-tuning the dead zone parameters , 2001, IEEE Trans. Fuzzy Syst..

[8]  Li-Xin Wang,et al.  Adaptive fuzzy systems and control , 1994 .

[9]  B. Chissom,et al.  Fuzzy time series and its models , 1993 .

[10]  Woonchul Ham,et al.  Adaptive fuzzy sliding mode control of nonlinear system , 1998, IEEE Trans. Fuzzy Syst..

[11]  Silverio Bolognani,et al.  Hardware and software effective configurations for multi-input fuzzy logic controllers , 1998, IEEE Trans. Fuzzy Syst..

[12]  George J. Klir,et al.  Fuzzy sets and fuzzy logic - theory and applications , 1995 .

[13]  Byung Kook Kim,et al.  Design and stability analysis of single-input fuzzy logic controller , 2000, IEEE Trans. Syst. Man Cybern. Part B.

[14]  Tsu-Tian Lee,et al.  Design of a multi-layer fuzzy logic controller for multi-input multi-output systems , 2000, Fuzzy Sets Syst..