Skip to main content

Advertisement

Log in

Improved Stability and Stabilization Criteria for Uncertain T–S Fuzzy Systems with Interval Time-Varying Delay via Discrete Wirtinger-Based Inequality

  • Published:
International Journal of Fuzzy Systems Aims and scope Submit manuscript

Abstract

This paper introduces a discrete Wirtinger-based inequality to investigate the problem of delay-dependent stability and stabilization of uncertain T–S fuzzy systems with interval time-varying delays. By constructing a novel Lyapunov functional and applying the discrete Wirtinger-based inequality to deal with the sum terms in the derivation of the results, two delay-dependent stability criteria and a stabilization criterion are obtained in terms of matrix inequalities. Numerical examples show that the derived stability and stabilization criteria can provide a larger allowable upper delay bound than some existing results while depending on relatively less scalar decision variables.

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

Similar content being viewed by others

References

  1. Chen, B., Liu, X., Liu, K., Lin, C.: Direct adaptive fuzzy control of nonlinear strict-feedback systems. Automatica 45(6), 1530–1535 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  2. Chen, C.P., Liu, Y.J., Wen, G.X.: Fuzzy neural network-based adaptive control for a class of uncertain nonlinear stochastic systems. IEEE Trans. Cybern. 44(5), 583–593 (2014)

    Article  Google Scholar 

  3. Feng, Z., Lam, J., Yang, G.H.: Optimal partitioning method for stability analysis of continuous/discrete delay systems. Int. J. Robust Nonlinear Control 25(4), 559–574 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  4. Gu, K., Chen, J., Kharitonov, V.L.: Stability of Time Delay Systems. Springer, Berlin (2003)

    Book  MATH  Google Scholar 

  5. Hu, S., Zhang, Y., Yin, X., Du, Z.: T–S fuzzy-model-based robust stabilization for a class of nonlinear discrete-time networked control systems. Nonlinear Anal.: Hybrid Syst. 8, 69–82 (2013)

    MathSciNet  MATH  Google Scholar 

  6. Kwon, O., Park, M., Park, J.H., Lee, S., Cha, E.: Stability and stabilization for discrete-time systems with time-varying delays via augmented Lyapunov–Krasovskii functional. J. Frankl. Inst. 350(3), 521–540 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  7. Lam, H.K., Narimani, M.: Stability analysis and performance design for fuzzy-model-based control system under imperfect premise matching. IEEE Trans. Fuzzy Syst. 17(4), 949–961 (2009)

    Article  Google Scholar 

  8. Li, H., Yu, J., Hilton, C., Liu, H.: 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. Liu, Y.J., Tong, S., Chen, C.L.P.: Adaptive fuzzy control via observer design for uncertain nonlinear systems with unmodeled dynamics. IEEE Trans. Fuzzy Syst. 21(2), 275–288 (2013)

    Article  Google Scholar 

  10. Nam, P.T., Pathirana, P.N., Trinh, H.: Discrete wirtinger-based inequality and its application. J. Frankl. Inst. (2015). doi:10.1016/j.jfranklin.2015.02.004

  11. Park, P., Ko, J.W., Jeong, C.: Reciprocally convex approach to stability of systems with time-varying delays. Automatica 47(1), 235–238 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. Peng, C., Fei, M.R.: An improved result on the stability of uncertain T–S fuzzy systems with interval time-varying delay. Fuzzy Sets Syst. 212, 97–109 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  13. Peng, C., Yue, D., Fei, M.: Relaxed stability and stabilization conditions of networked fuzzy control systems subject to asynchronous grades of membership. IEEE Trans. Fuzzy Syst. 22(5), 1101–1112 (2014)

    Article  Google Scholar 

  14. Peng, C., Zhang, J.: Event-triggered output-feedback \({H}_{\infty }\) control for networked control systems with time-varying sampling. IET Control Theory Appl. 9(9), 1384–1391 (2015)

    Article  MathSciNet  Google Scholar 

  15. Seuret, A., Gouaisbaut, F.: Wirtinger-based integral inequality: application to time-delay systems. Automatica 49(9), 2860–2866 (2013)

    Article  MathSciNet  Google Scholar 

  16. Seuret, A., Gouaisbaut, F., Fridman, E.: Stability of discrete-time systems with time-varying delays via a novel summation inequality. IEEE Trans. Autom. Control (2015). doi:10.1109/TAC.2015.2398885

  17. Shao, H., Han, Q.L.: New stability criteria for linear discrete-time systems with interval-like time-varying delays. IEEE Trans. Autom. Control 56(3), 619–625 (2011)

    Article  MathSciNet  Google Scholar 

  18. Tong, S., Huo, B., Li, Y.: Observer-based adaptive decentralized fuzzy fault-tolerant control of nonlinear large-scale systems with actuator failures. IEEE Trans. Fuzzy Syst. 22(1), 1–15 (2014)

    Article  Google Scholar 

  19. Tong, S., Li, Y., Li, Y., Liu, Y.: Observer-based adaptive fuzzy backstepping control for a class of stochastic nonlinear strict-feedback systems. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 41(6), 1693–1704 (2011)

    Article  MathSciNet  Google Scholar 

  20. Tong, S., Wang, T., Li, Y., Chen, B.: A combined backstepping and stochastic small-gain approach to robust adaptive fuzzy output feedback control. IEEE Trans. Fuzzy Syst. 21(2), 314–327 (2013)

    Article  Google Scholar 

  21. Wang, H., Chen, B., Liu, X., Liu, K., Lin, C.: Robust adaptive fuzzy tracking control for pure-feedback stochastic nonlinear systems with input constraints. IEEE Trans. Cybern. 43(6), 2093–2104 (2013)

    Article  Google Scholar 

  22. Wang, H., Liu, K., Liu, X., Chen, B., Lin, C.: Neural-based adaptive output-feedback control for a class of nonstrict-feedback stochastic nonlinear systems (2014). doi:10.1109/TCYB.2014.2363073

  23. Wu, L., Su, X., Shi, P., Qiu, J.: 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. Yang, X., Wu, L., Lam, H.K., Su, X.: Stability and stabilization of discrete-time T–S fuzzy systems with stochastic perturbation and time-varying delay. IEEE Trans. Fuzzy Syst. 22(1), 124–138 (2014)

    Article  Google Scholar 

  25. Zhang, J., Peng, C., Zheng, M.: Improved results for linear discrete-time systems with an interval time-varying input delay. Int. J. Syst. Sci. (2014). doi:10.1080/00207721.2014.891674

  26. Zheng, M., Li, K., Fei, M.: Comments on “wirtinger-based integral inequality: application to time-delay systems [automatica 49 (2013) 2860–2866]”. Automatica 50(1), 300–301 (2014)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgments

This work was partially supported by various grants from the National Natural Science Foundation of China under Grant 61273114; the Innovation Program of Shanghai Municipal Education Commission under Grant 14ZZ087; the Pujiang Talent Plan of Shanghai City, China under Grant 14PJ1403800; the International Corporation Project of Shanghai Science and Technology Commission under Grant 14510722500; the Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning, and the Natural Science Foundation of Jiangsu Province of China under Grant BK20131403; and the Science and Technology Commission of Shanghai Municipality under Grant 15JC1401900.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chen Peng.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, J., Peng, C., Du, D. et al. Improved Stability and Stabilization Criteria for Uncertain T–S Fuzzy Systems with Interval Time-Varying Delay via Discrete Wirtinger-Based Inequality. Int. J. Fuzzy Syst. 18, 784–791 (2016). https://doi.org/10.1007/s40815-015-0090-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40815-015-0090-8

Keywords

Navigation