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Adaptive Control for a Class of Switched Linear Systems Using State-Dependent Switching

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Abstract

In this paper, the problem of adaptive control for a class of continuous-time switched linear systems is studied using a state-dependent switching method. All subsystems of the switched system under study can be unstable. First, an adaptive controller and a variable structure (VS) switching law with sliding sector are proposed, and some conditions are established in terms of linear matrix inequalities to guarantee the underlying system to be asymptotically stable. Then the problem of robust \(H_{\infty }\) control for the systems under study is also solved by designing a proposed adaptive controller and a VS switching law. Finally, a numerical example is given to demonstrate the effectiveness of the obtained theoretical results.

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References

  1. M. Alma, M. Darouach, Adaptive observer design for a class of linear descriptor systems. Automatica 50(2), 578–583 (2014)

    Article  MathSciNet  Google Scholar 

  2. A. Bemporad, G. Ferrari-Trecate, M. Morari, Observability and controllability of piecewise affine and hybrid systems. IEEE Trans. Autom. Control 45(10), 1864–1876 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  3. B. Chen, X. Liu, S. Ge, C. Lin, Adaptive fuzzy control of a class of nonlinear systems by fuzzy approximation approach. IEEE Trans. Fuzzy Syst. 20(6), 1012–1021 (2012)

    Article  Google Scholar 

  4. J. Doyle, K. Glover, State-space solutions to standard \(H_{2}\) and \(H_{\infty }\) control problems. IEEE Trans. Autom. Control 34(8), 831–847 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  5. K. Furuta, Y. Pan, A new approach to design a sliding sector for VSS controller. Proc. Am. Control Conf. 1995(2), 1304–1308 (1995)

    Google Scholar 

  6. K. Furuta, Y. Pan, Variable structure control with sliding sector. Automatica 36(2), 211–228 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  7. Y. Kao, C. Wang, F. Zha, H. Cao, Stability in mean of partial variables for stochastic reaction–diffusion systems with Markovian switching. J. Frankl. Inst. 351(1), 500–512 (2014)

    Article  MATH  MathSciNet  Google Scholar 

  8. H. Li, J. Yu, C. Hilton, H. Liu, Adaptive sliding-mode control for nonlinear active suspension vehicle systems using T–S fuzzy approach. IEEE Trans. Ind. Electron. 60(8), 3328–3338 (2013)

    Article  Google Scholar 

  9. S. Li, Z. Xiang, H. Karimi, Positive \(L_{1}\) observer design for positive switched systems. Circuits Syst. Signal Process. 33(7), 1–22 (2014)

    Article  MathSciNet  Google Scholar 

  10. H. Liu, Y. Shen, \(H_{\infty }\) finite-time control for switched linear systems with time-varying delay. Intell. Control Autom. 2, 203 (2011)

    Article  Google Scholar 

  11. H. Liu, Y. Shen, X. Zhao, Delay-dependent observer-based \(H_{\infty }\) finite-time control for switched systems with time-varying delay. Nonlinear Anal. Hybrid Syst. 6(3), 885–898 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  12. B. Niu, J. Zhao, Robust \(H_{\infty }\) control of uncertain nonlinear switched systems using constructive method. Int. J. Control. Autom. 10(3), 481–489 (2012)

    Article  Google Scholar 

  13. Y. Pan, K. Furuta, Variable structure control with sliding sector based on hybrid switching law. Int. J. Adapt. Control. 21(8–9), 764–778 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  14. J. Qiu, G. Feng, J. Yang, Robust \(H_{\infty }\) static output feedback control of discrete-time switched polytopic linear systems with average dwell-time. Sci. China Ser. F: Inf. Sci. 52(11), 2019–2031 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  15. L. Sun, S. Tong, Y. Liu, Adaptive backstepping sliding mode \(H_{\infty }\) control of static var compensator. IEEE Trans. Control Syst. Technol. 19(5), 1178–1185 (2011)

    Article  Google Scholar 

  16. X. Sun, W. Wang, G. Liu, J. Zhao, Stability analysis for linear switched systems with time-varying delay. IEEE Trans. Syst. Man Cybern. B 38(2), 528–533 (2008)

    Article  Google Scholar 

  17. Z. Sun, S. Ge, T. Lee, Controllability and reachability criteria for switched linear systems. Automatica 38(5), 775–786 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  18. K. Tee, S. Ge, F. Tay, Adaptive control of electrostatic microactuators with bidirectional drive. IEEE Trans. Control. Syst. Technol. 17(2), 340–352 (2009)

    Article  Google Scholar 

  19. D. Wang, W. Wang, P. Shi, Exponential \(H_{\infty }\) filtering for switched linear systems with interval time-varying delay. Int. J. Robust Nonlinear Control 19(5), 532–551 (2009)

    Article  MATH  Google Scholar 

  20. J. Wang, J. Zhao, Stability analysis and control synthesis for a class of cascade switched nonlinear systems with actuator saturation. Int. J. Adapt. Control. 33(9), 2961–2970 (2014)

    Google Scholar 

  21. L. Wei, F. Fang, Y. Shi, Adaptive backstepping-based composite nonlinear feedback water level control for the nuclear U-tube steam generator. IEEE Trans. Control Syst. Technol. 22(1), 369–377 (2014)

    Article  Google Scholar 

  22. L. Wu, T. Qi, D. Feng, Average dwell time approach to \(l_{2}-l_{\infty }\) control of switched delay systems via dynamic output feedback. IET Control Theory A 3(10), 1425–1436 (2009)

    Article  MathSciNet  Google Scholar 

  23. L. Wu, X. Su, P. Shi, J. Qiu, A new approach to stability analysis and stabilization of discrete-time TS fuzzy time-varying delay systems. IEEE Trans. Syst. Man Cybern. B 41(1), 273–286 (2011)

    Article  Google Scholar 

  24. M. Xiang, Z. Xiang, Observer design of switched positive systems with time-varying delays. Circuits Syst. Signal Process. 32(5), 2171–2184 (2013)

    Article  Google Scholar 

  25. L. Xie, C. Souza, Robust \(H_{\infty } \) control for linear systems with norm-bounded time-varying uncertainty. IEEE Trans. Autom. Control 37(8), 1188–1191 (2013)

    Article  Google Scholar 

  26. X. Xu, P.J. Antsaklis, Results and perspectives on computational methods for optimal control of switched systems. Hybrid Syst. Comput. Control 2623, 540–555 (2003)

  27. L. Zhang, P. Shi, E. Boukas, C. Wang, \(H_{\infty }\) control of switched linear discrete-time systems with polytopic uncertainties. Optim. Control Appl. Methods 27(5), 273–291 (2006)

    Article  MathSciNet  Google Scholar 

  28. L. Zhang, P. Shi, C. Wang, H. Gao, Robust \(H_{\infty }\) filtering for switched linear discrete-time systems with polytopic uncertainties. Int. J. Adapt. Control 20(6), 291–304 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  29. Q. Zhang, Adaptive observer for multiple-input-multiple-output (MIMO) linear time-varying systems. IEEE Trans. Autom. Control 47(3), 525–529 (2002)

    Article  Google Scholar 

  30. J. Zhao, D.J. Hill, On stability, \(L_{2}\)-gain, and \(H_{\infty }\) control for switched systems. Automatica 44(5), 1220–1232 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  31. J. Zhao, M.W. Spong, Hybrid control for global stabilization of the cart-pendulum system. Automatica 37(12), 1941–1951 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  32. X. Zhao, X. Liu, S. Yin, H. Li, Improved results on stability of continuous-time switched positive linear systems. Automatica 50(2), 614–621 (2014)

    Article  MathSciNet  Google Scholar 

  33. 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  Google Scholar 

  34. X. Zhao, L. Zhang, P. Shi, M. Liu, Stability of switched positive linear systems with average dwell time switching. Automatica 48(6), 1132–1137 (2012)

    Article  MATH  MathSciNet  Google Scholar 

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Acknowledgments

The authors would like to thank the anonymous reviewers for their detailed comments which helped to improve the quality of the paper. This work was partially supported by the National Natural Science Foundation of China (61203123), the Liaoning Excellent Talents in University (LR2014035), and the Shandong Provincial Natural Science Foundation, China (ZR2012FQ019).

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Correspondence to Xudong Zhao.

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Zhao, X., Yin, Y., Yang, H. et al. Adaptive Control for a Class of Switched Linear Systems Using State-Dependent Switching. Circuits Syst Signal Process 34, 3681–3695 (2015). https://doi.org/10.1007/s00034-015-0029-1

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  • DOI: https://doi.org/10.1007/s00034-015-0029-1

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