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Asynchronous \(H_{\infty }\) Control of Switched Uncertain Discrete-Time Fuzzy Systems via Basis-Dependent Multiple Lyapunov Functions Approach

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Abstract

This paper first investigates robust stability of open-loop switched uncertain discrete-time fuzzy systems (SUDFSs) under mode-dependent average dwell time (MDADT) switching. By a basis-dependent multiple Lyapunov functions (BLFs) approach, which has more flexibility than the multiple quadratic Lyapunov functions approach, computable robust stability conditions are presented in terms of linear matrix inequalities (LMIs). Then, the investigation is extended to robust \(H_{\infty }\) control of closed-loop SUDFSs by using the same approach. The asynchronous state feedback \(H_{\infty }\) controllers which can stabilize the SUDFSs and guarantee weighted \(H_{\infty }\) performance are obtained by solving a set of LMIs. A numerical example and a practical example are provided to show the advantage of the proposed approach.

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References

  1. M.S. Branicky, Multiple Lyapunov functions and other analysis tools for switched and hybrid systems. IEEE Trans. Autom. Control. 43(4), 475–482 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  2. D. Choi, P. Park, \(H_{\infty }\) state-feedback controller design for discrete-time fuzzy sytems using fuzzy weighting-dependent Lyapunov functions. IEEE Trans. Fuzzy Syst. 11, 271–278 (2003)

    Article  Google Scholar 

  3. J.S. Chiou, C. Wang, C. Cheng, C. Wang, Analysis and synthesis of switched nonlinear systems using the T-S fuzzy model. Appl. Math. Model. 34(6), 1467–1481 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  4. J. Daafouz, R. Riedinger, C. Iung, Stability analysis and control synthesis for switched systems: a switched Lyapunov function approach. IEEE Trans. Autom. Control. 47(4), 1883–1887 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  5. G. Feng, S.G. Cao, N.W. Rees, C.K. Chak, Design of fuzzy control systems with guaranteed stability. Fuzzy Sets Syst. 85(1), 1–10 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  6. J.P. Hespanha, A.S. Morse, Stability of switched systems with average dwell-time, in Proc. IEEE Conf. Decision and Control (1999), pp. 2655-2660

  7. D. Liberzon, Switching in Systems and Control (Birkhauser, Berlin, 2003)

    Book  MATH  Google Scholar 

  8. D. Liberzon, A.S. Morse, Basic problems in stability and design of switched systems. IEEE Control Syst. Mag. 19(5), 59–70 (1999)

    Article  Google Scholar 

  9. J. Lian, F. Zhang, P. Shi, Sliding mode control of uncertain stochastic hybrid delay systems with average dwell time. Circuits Syst. Signal Process. 31(2), 539–553 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  10. D.H. Lee, J.B. Park, Y.H. Joo, A new fuzzy Lyapunov function for relaxed stability condition of continuous-time Takagi-Sugeno fuzzy systems. IEEE Trans. Fuzzy Syst. 19(4), 785–791 (2011)

    Article  Google Scholar 

  11. X. Liu, Q. Zhang, New approaches to \(H_{\infty }\) controller designs based on fuzzy observers for T-S fuzzy systems via LMI. Automatica 39(5), 1571–1582 (2003)

    MathSciNet  MATH  Google Scholar 

  12. Q. Lu, L. Zhang, H.R. Karimi, Y. Shi, \(H_\infty \) control for asynchronously switched linear parameter-varying systems with mode-dependent average dwell time. IET Control Theory Appl. 54(7), 673–683 (2013)

    Article  MathSciNet  Google Scholar 

  13. Y. Mao, H. Zhang, S. Xu, The exponential stability and asynchronous stabilization of a class of switched nonlinear system via the T-S fuzzy model. IEEE Trans. Fuzzy Syst. 22(4), 817–828 (2014)

    Article  Google Scholar 

  14. Y. Mao, H. Zhang, Z. Zhang, Finite-time stabilization of discrete-time switched nonlinear systems without stable subsystems via switching signals design. IEEE Trans. Fuzzy Syst. (2016). doi:10.1109/TFUZZ.2016.2554139

    Google Scholar 

  15. Y. Mao, H. Zhang, Exponential stability and robust \(H_{\infty }\) control of a class of discrete-time switched non-linear systems with time-varying delays via T-S fuzzy model. Int. J. Syst. Sci. 45(5), 1112–1127 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  16. O. Ou, Y. Mao, H. Zhang, L. Zhang, Robust \(H_{\infty }\) control of a class of switching nonlinear systems with time-varying delay via T-S fuzzy model. Circuits Syst. Signal Process. 33, 1411–1437 (2014)

    Article  MathSciNet  Google Scholar 

  17. H. Ohtake, K. Tanaka, H.O. Wang, Switching fuzzy controller design based on switching lyapunov function for a class of nonlinear systems. IEEE Trans. Syst. Man Cybern. 36(1), 13–23 (2006)

    Article  Google Scholar 

  18. I.R. Petersen, A stabilization algorithm for a class of uncertain linear systems. Syst. Control Lett. 8, 351–357 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  19. R. Sakthivel, M. Joby, P. Shi, K. Mathiyalagan, Robust reliable sampled-data control for switched systems with application to flight control. Int. J. Syst. Sci. 29(5), 1–11 (2015)

    MATH  Google Scholar 

  20. S. Tong, L. Zhang, Y. Li, Observed-based adaptive fuzzy decentralized tracking control for switched uncertain nonlinear large-scale systems with dead zones. IEEE Trans. Syst. Man Cybern. 46(1), 37–47 (2016)

    Article  Google Scholar 

  21. T. Takagi, M. Sugeno, Fuzzy identification of systems and its application to modeling and control. IEEE Trans. Syst. Man Cybern. SMC–15(1), 116–132 (1985)

    Article  MATH  Google Scholar 

  22. K. Tanaka, T. Ikeda, H.O. Wang, Fuzzy regulator and fuzzy observer: relaxed stability conditions and LMI-based designs. IEEE Trans. Fuzzy Syst. 6(2), 250–265 (1998)

    Article  Google Scholar 

  23. G. Wang, R. Xie, H. Zhang, G. Yu, C. Dang, Robust exponential \(H_ {\infty }\) filtering for discrete-time switched fuzzy systems with time-varying delay. Circuits Syst. Signal Process. 35(1), 117–138 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  24. W. Xiang, J. Xiao, Convex sufficient conditions on asymptotic stability and \(l_{2}\) gain performance for uncertain discrete-time switched linear systems. IET Control Theory Appl. 8(3), 211–218 (2014)

    Article  MathSciNet  Google Scholar 

  25. D. Xie, H. Zhang, H. Zhang, B. Wang, Exponential stability of switched systems with unstable subsystems: a mode-dependent average dwell time approach. Circuits Syst. Signal Process. 32(6), 3093–3105 (2013)

    Article  MathSciNet  Google Scholar 

  26. Y. Yin, X. Zhao, X. Zheng, New stability and stabilization conditions of switched systems with mode-dependent average dwell time. Circuits Syst. Signal Process. 36(1), 1–17 (2016)

    MathSciNet  Google Scholar 

  27. M.B. Yazdi, M.R. Jahed-Motlagh, S.A. Attia, J. Raisch, Modal exact linearization of a class of second-order switched nonlinear systems. Nonlinear Anal. Real World Appl. 11(4), 2243–2252 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  28. X. Zhao, L. Zhang, P. Shi, M. Liu, Stability and stabilization of switched linear systems with mode-dependent average dwell time. IEEE Trans. Autom. Control. 57(7), 1809–1815 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  29. S. Zhou, G. Feng, J. Lam, S. Xu, Robust \(H_{\infty }\) control for discrete-time fuzzy systems via basis-dependent Lyapunov functions. Inf. Sci. 174, 197–217 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  30. L. Zhang, H. Gao, Asynchronously switched control of switched systems with average dwell time. Automatica 46(5), 953–958 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  31. L. Zhang, P. Shi, Stability, \(l_2\)-gain and asynchronous \(H_{\infty }\) control of discrete-time switched systems with average dwell time. IEEE Trans. Autom. Control. 54(9), 2193–2200 (2009)

    MathSciNet  Google Scholar 

  32. H. Zhang, Y. Mao, Y. Gao, Exponential stability and asynchronous stabilization of switched systems with stable and unstable subsystems. Asian J. Control 15(5), 1426–1433 (2013)

    MathSciNet  MATH  Google Scholar 

  33. G. Zhai, B. Hu, K. Yasuda, A. Michel, Disturbance attenuation properties of time-controlled switched systems. J. Frankl. Inst. 338(7), 765–779 (2001)

    Article  MathSciNet  MATH  Google Scholar 

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Li, Y., Zhang, H. Asynchronous \(H_{\infty }\) Control of Switched Uncertain Discrete-Time Fuzzy Systems via Basis-Dependent Multiple Lyapunov Functions Approach. Circuits Syst Signal Process 37, 135–162 (2018). https://doi.org/10.1007/s00034-017-0550-5

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