Skip to main content
Log in

Robust H Control of a Class of Switching Nonlinear Systems with Time-Varying Delay Via T–S Fuzzy Model

  • Published:
Circuits, Systems, and Signal Processing Aims and scope Submit manuscript

Abstract

This paper considers H control of a class of switching nonlinear systems with time-varying delays via T–S fuzzy model based on piecewise fuzzy weighting-dependent Lyapunov–Krasovskii functionals (PFLKFs). The systems are switching among several nonlinear systems. The Takagi and Sugeno (T–S) fuzzy model is employed to approximate the sub-nonlinear dynamic systems. Thus, with two level functions, namely, crisp switching functions and local fuzzy weighting functions, we introduce a continuous-time switched fuzzy systems, which inherently contain the features of the switched hybrid systems and T–S fuzzy systems. Average dwell-time approach and PFLKFs methods are utilized for the stability analysis and controller design, and with free fuzzy weighting matrix scheme. Switching and control laws are obtained such that the H performance is satisfied. The conditions of stability and the control laws are given in the form of LMIs which can be obtained by solving a set of linear matrix inequalities (LMIs) that are numerically feasible. A numerical example and the control of an uncertain radio-controlled (R/C) hovercraft with time-varying delay are given to demonstrate the efficiency of the proposed method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. M.S. Branicky, J.H. David, Switched Linear Systems Control and Design (Springer, New York, 2004)

    Google Scholar 

  2. D.J. Choi, P. Park, Guaranteed cost controller design for disrete-time switching fuzzy systems. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 34(1), 13–23 (2004)

    Article  Google Scholar 

  3. G. Feng, A survey on analysis and design of model-based fuzzy control systems. IEEE Trans. Fuzzy Syst. 14(5), 676–697 (2006)

    Article  Google Scholar 

  4. G. Feng, C.L. Chen, D. Song, Y. Zhou, H controller synthesis of fuzzy dynamic systems based on piecewise Lyapunov functions and bilinear matrix inequalities. IEEE Trans. Fuzzy Syst. 13(1), 94–103 (2003)

    Article  Google Scholar 

  5. X.P. Guan, C.L. Chen, Delay-dependent guaranteed cost control for T–S fuzzy systems with delays. IEEE Trans. Fuzzy Syst. 12(2), 236–248 (2004)

    Article  MATH  Google Scholar 

  6. C.P. Huang, Model based fuzzy control with affine T–S delayed models applied to nonlinear systems. Int. J. Innov. Comput. Inf. Control 8(5), 2979–2993 (2012)

    Google Scholar 

  7. Q.K. Li, J. Zhao, X.J. Liu, G.M. Dimirovski, Observer-based tracking control for switched linear systems with time-varying delay. Int. J. Robust Nonlinear Control 21, 309–327 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  8. H.Y. Li, B. Chen, Q. Zhou, W.Y. Qian, Robust stability for uncertain delayed fuzzy hopfield neural networks with markovian jumping parameters. IEEE Trans. Syst. Man Cybern. 39(1), 94–102 (2009)

    Article  Google Scholar 

  9. H.Y. Li, H.H. Liu, H.J. Gao, P. Shi, Reliable fuzzy control for active suspension systems with actuator delay and fault. IEEE Trans. Fuzzy Syst. 20(2), 342–357 (2012)

    Article  Google Scholar 

  10. D. Liberzon, Switching in Systems and Control (Birkhauser, Boston, 2003)

    Book  MATH  Google Scholar 

  11. C.D. Persis, R.D. Santis, A.S. Morse, Switched nonlinear systems with state-dependent dwell-time. Syst. Control Lett. 50(4), 291–302 (2003)

    Article  MATH  Google Scholar 

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

    Article  MATH  Google Scholar 

  13. X. Su, P. Shi, L. Wu, Y.D. Shi, A novel approach to filter design for T–S fuzzy discrete-time systems with time-varying delay. IEEE Trans. Fuzzy Syst. 20(2), 1114–1129 (2012). doi:10.1109/TFUZZ.2012.2196522

    Google Scholar 

  14. X.M. Sun, J. Zhao, J.H. David, Stability and L 2-gain analysis for switched delay systems: a delay-dependent method. Automatica 42, 1769–1774 (2006)

    Article  MATH  Google Scholar 

  15. T. Takagi, M. Sugeno, Fuzzy identification of systems and its application to modeling and control. IEEE Trans. Syst. Man Cybern. 15(11), 116–132 (1985)

    Article  MATH  Google Scholar 

  16. K. Tanaka, T. Hori, H.O. Wang, A multiple Lyapunov function approach to stabilization of fuzzy control systems. IEEE Trans. Fuzzy Syst. 11(4), 582–589 (2003)

    Article  Google Scholar 

  17. K. Tanaka, M. Iwasaki, H.O. Wang, Switching control of an R/C Hovercraft: stabilization and smooth switching. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 31(6), 13–23 (2001)

    Article  Google Scholar 

  18. L. Wang, G. Feng, Piecewise H controller design of discrete time fuzzy systems. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 34(1), 682–686 (2004)

    Article  Google Scholar 

  19. H.O. Wang, K. Tanaka, M.F. Griffin, An approach to fuzzy control of nonlinear systems: stability and design issues. IEEE Trans. Fuzzy Syst. 4(1), 14–23 (1996)

    Article  Google Scholar 

  20. L. Wang, W.X. Zheng, On H model reduction of continuous time-delay switched systems, in Proceedings of the IEEE, (2007), pp. 405–410

    Google Scholar 

  21. L. Wu, J. Lam, Sliding mode control of switched hybrid systems with time-varying delay. Int. J. Adapt. Control Signal Process. 22, 909–931 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  22. L. Wu, X. Su, P. Shi, Model approximation for discrete-time state-delay systems in the T–S fuzzy framework. IEEE Trans. Fuzzy Syst. 19(2), 366–378 (2011)

    Article  MathSciNet  Google Scholar 

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

    Article  Google Scholar 

  24. G.H. Yang, J. Dong, Switching fuzzy dynamic output feedback H control for nonlinear systems. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 40(2), 682–686 (2010)

    MathSciNet  Google Scholar 

  25. L. Zhang, P. Shi, Stability, l 2-gain and asynchronous control of discrete-time switched systems with average dwell time. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 40(2), 682–686 (2010)

    Article  Google Scholar 

  26. X. Zhang, Z. Zhang, G. Lu, Fault detection for state-delay fuzzy systems subject to random communication delay. Int. J. Innov. Comput. Inf. Control 8(4), 2439–2451 (2012)

    Google Scholar 

Download references

Acknowledgements

The work described in this paper was partially supported partly by a grant from the National Natural Science Foundation of China (Grant No. 60904004, No. 60904061), partly by the Natural Science Foundation of Jiangsu Province (Grant NO. BK2010493), partly by the Qing Lan Project, partly by a grant from the Fundamental Research Funds for the Central Universities (Grant No. ZYGX2009J020), and partly by a grant from the Research Grants Council of the Hong Kong Special Administrative Region, China (Project No.: CityU 1353/04E).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yanbing Mao.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ou, O., Mao, Y., Zhang, H. et al. Robust H 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). https://doi.org/10.1007/s00034-013-9702-4

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00034-013-9702-4

Keywords

Navigation