L/sub /spl infin// - gain fuzzy control for nonlinear dynamic systems with persistent bounded disturbances

To date, nonlinear L/sub /spl infin// - gain control problems have not been solved by the conventional control methods for nonlinear dynamic systems with persistent bounded disturbances. This study introduces a fuzzy control design to deal with the nonlinear L/sub /spl infin// - gain control problem. First, the Takagi and Sugeno (T-S) fuzzy model is employed to approximate the nonlinear dynamic system. Next, based on the fuzzy model, the upper bound of L/sub /spl infin// - gain of the closed-loop system can be obtained under some linear matrix inequality constraints. Therefore, the nonlinear L/sub /spl infin// - gain control problem is transformed into a suboptimal control problem, i.e., to minimize the upper bound of the L/sub /spl infin// - gain of the closed-loop system subject to some LMI constraints. In this situation, the nonlinear L/sub /spl infin// - gain control problem can be easily solved by LMI-based optimization method. The proposed methods, which efficiently attenuate the peak of error signal due to persistent bounded external disturbances, extend the L/sub /spl infin// - gain control problems from linear dynamic systems to nonlinear dynamic systems.

[1]  Mathukumalli Vidyasagar,et al.  Optimal rejection of persistent bounded disturbances , 1986 .

[2]  P. Khargonekar,et al.  STATESPACE SOLUTIONS TO STANDARD 2 H AND H? CONTROL PROBLEMS , 1989 .

[3]  J. Pearson,et al.  L1-optimal compensators for continuous-time systems , 1986, 1986 25th IEEE Conference on Decision and Control.

[4]  C. Scherer,et al.  Multiobjective output-feedback control via LMI optimization , 1997, IEEE Trans. Autom. Control..

[5]  A. Stoorvogel Nonlinear L/sub 1/ optimal controllers for linear systems , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[6]  J. Pearson,et al.  L^{1} -optimal compensators for continuous-time systems , 1987 .

[7]  P. Khargonekar,et al.  Robust stabilization of uncertain linear systems: quadratic stabilizability and H/sup infinity / control theory , 1990 .

[8]  P. Khargonekar,et al.  State-space solutions to standard H/sub 2/ and H/sub infinity / control problems , 1989 .

[9]  Bor-Sen Chen,et al.  H∞ decentralized fuzzy model reference tracking control design for nonlinear interconnected systems , 2001, IEEE Trans. Fuzzy Syst..

[10]  Pascal Gahinet,et al.  H/sub /spl infin// design with pole placement constraints: an LMI approach , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[11]  G. Zames,et al.  H ∞ -optimal feedback controllers for linear multivariable systems , 1984 .

[12]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[13]  P. Gahinet,et al.  H∞ design with pole placement constraints: an LMI approach , 1996, IEEE Trans. Autom. Control..

[14]  Bor-Sen Chen,et al.  Fuzzy tracking control design for nonlinear dynamic systems via T-S fuzzy model , 2001, IEEE Trans. Fuzzy Syst..