Fuzzy H2 Guaranteed Cost Sampled-Data Control of Nonlinear Time-Varying Delay Systems

Authors

  • Zifang Qu
  • Zhenbin Du

Abstract

We present and study a delay-dependent fuzzy H2 guaranteed cost sampled-data control problem for nonlinear time-varying delay systems, which is formed by fuzzy Takagi-Sugeno (T-S) system and a sampled-data fuzzy controller connected in a closed loop. Applying the input delay approach and stability theorem of Lyapunov-Krasovskii functional with Leibniz-Newton formula, the H2 guaranteed cost control performance is achieved in the sense that the closed-loop system is asymptotically stable. A new sufficient condition for the existence of fuzzy sampled-data controller is given in terms of linear matrix inequalities (LMIs). Truck-trailer system is given to illustrate the effectiveness and feasibility of H2 guaranteed cost sampled-data control design.

References

T. Takagi; M. Sugeno. (1985); Fuzzy identification of systems and its applications to modeling and control, IEEE Transactions on Systems, Man, and Cybernetics, ISSN 0018-9472, SMC, 15(1):116-132.

K.Tanaka; M.Sugeno.(1992); Stability analysis and design of fuzzy control systems, Fuzzy Sets and Systems, ISSN 0165-0114, 45(2):135-156.

H. K. Lam;F. H. Leung. (2007); Sampled-data fuzzy controller for time-delay nonlinear systems: fuzzy-model-based LMI approach, IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, ISSN 1083-4419, 37(3): 617-629.

D. -Y. Yang ; K. -Y. Cai. (2008); Reliable H1 non-uniform sampling fuzzy control for nonlinear systems with time delay, IEEE Transactions on Systems, Man, and Cybernetics- Part B: Cybernetics, ISSN 1083-4419, 38(6): 1606-1613.

H. K. Lam ;L. D. Seneviratne. (2009); Tracking control of sampled-data fuzzy-model-based control systems, IET Control Theory & Applications, ISSN 1751-8644, 3(1):56-57.

J. Yoneyama. (2010); Robust H8 control of uncertain fuzzy systems under time-varying sampling, Fuzzy Sets and Systems, ISSN 0165-0114, 161(6): 859-871.

C.-H. Lien;K.-W. Yu;C.-T. Huang;P.-Y. Chou;L.-Y. Chung ;J. -D. Chen. (2010); Robust H1 control for uncertain T-S fuzzy time-delay systems with sampled-data input and nonlinear perturbations, Nonlinear Analysis: Hybrid Systems, ISSN 1751-570X, 4(3) : 550-556.

J. Yoneyama. (2011); Robust guaranteed cost control of uncertain fuzzy systems under time-varying sampling, Applied Soft Computing, ISSN 1568-4946, 11(1): 225-249.

P. Chen; Q. -L. Han;D. Yue ; E.-G. Tian. (2011); Sampled-data robust H8 control for T-S fuzzy systems with time delay and uncertainties, Fuzzy Sets and Systems, ISSN 0165-0114, 179(11):20-33.

G.B.Koo;J.B.Park;Y.H.Joo. (2013); Guaranteed cost sampled-data fuzzy control for nonlinear systems: a continuous-time Lyapunov approach, IET Control Theory & Applications, ISSN 1751-8644, 7(13):1745-1752.

F.-S.Yang;H.-G. Zhang;Y.-C.Wang. (2014); An enhanced input-delay approach to sampleddata stabilization of T-S fuzzy systems via mixed convex combination, Nonlinear Dynamics, ISSN 0924-090X,75(3):501-512.

H.-Y.Li; X.-J.Sun;P.Shi ; H.K.Lam. (2015); Control design of interval type-2 fuzzy systems with actuator falut: sampled-data control approach, Information Sciences, ISSN 0020-0255, 302(1): 1-13.

K. Gu;V.L. Kharitonov;J. Chen. (2003); Stability of time-delay system, Boston: Birkhauser, ISBN 0817642129.

Y.-Y.Cao;P.M.Frank. (2001); Stability analysis and synthesis of nonlinear time-delay systems via linear Takagi-Sugeno fuzzy models, Fuzzy Sets and Systems, ISSN 0165-0114, 124(2):213-229.

Published

2016-09-01

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