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Non-fragile H state feedback control for singular Markovian jump fuzzy systems with interval time-delay

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Abstract

In this paper, the problem of non-fragile H state feedback control for singular Markovian jump fuzzy systems with time-varying delays is investigated. Based on the mode-dependent Lyapunov–Krasovskii function and a new difference inequality, sufficient conditions are obtained which guarantee that the resulted closed-loop system is stochastically admissible with H performance index γ. Then a state feedback controller under controller gain perturbations is designed by solving the linear matrix inequalities. Finally, some numerical examples are provided to show the effectiveness of the proposed approaches.

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References

  1. He SP (2015) Non-fragile passive controller design for nonlinear Markovian jumping systems via observer-based controls. Neurocomputing 147:350–357

    Article  Google Scholar 

  2. Li L, Zhang QL, Zhu BY (2014) H fuzzy control for nonlinear time-delay singular Markovian jump systems with partly unknown transition rates. Fuzzy Sets Syst 254:106–125

    Article  MathSciNet  MATH  Google Scholar 

  3. Long SH, Zhong SM, Liu ZJ (2012) H filtering for a class of singular Markovian jump systems with time-varying delay. Sig Process 92:2759–2768

    Article  Google Scholar 

  4. Ma YC, Chen MH, Zhang QL (2015) Memory dissipative control for singular T-S fuzzy time-varying delay systems under actuator saturation. J Frankl Inst 352:3947–3970

    Article  MathSciNet  Google Scholar 

  5. Ma YC, Gu NN, Zhang QL (2014) Non-fragile robust H control for uncertain discrete-time singular systems with time-varying delays. J Frankl Inst 351:3163–3181

    Article  MathSciNet  MATH  Google Scholar 

  6. Sakthivel R, Joby M, Mathiyalagan K, Santra S (2015) Mixed H and passive control for singular Markovian jump systems with time delays. J Frankl Inst 352:4446–4466

    Article  MathSciNet  Google Scholar 

  7. Tuan H, Apkarian P, Narkiyo T, Yamamoto Y (2001) Parameterized linear matrix inequality techniques in fuzzy control system design. IEEE Trans Fuzzy Syst 9:324–332

    Article  Google Scholar 

  8. Wang GL (2014) H control of singular Markovian jump systems with operation modes disordering in controllers. Neurocomputing 142:275–281

    Article  Google Scholar 

  9. Wang JW, Wu HN, Guo L, Luo YS (2013) Robust H fuzzy control for uncertain nonlinear Markovian jump systems with time-varying delay. Fuzzy Sets Syst 212:41–61

    Article  MathSciNet  MATH  Google Scholar 

  10. Wang Y, Xie L, DeSouza CE (1992) Robust control of a class of uncertain nonlinear systems. Syst Control Lett 19:139–149

    Article  MathSciNet  Google Scholar 

  11. Wang ZY, Huang LH, Yang XX (2011) H performance for a class of uncertain stochastic nonlinear Markovian jump systems with time-varying delay via adaptive control. Appl Math Model 35:1983–1993

    Article  MathSciNet  MATH  Google Scholar 

  12. Wu HN, Yuan CL (2006) Mode-independent robust stabilization for uncertain markovian jump nonlinear systems via fuzzy control. IEEE Trans Syst Man Cybern Part B Cybern A Publ IEEE Syst Man Cybern Soc 36:509–519

    Google Scholar 

  13. Wu YQ, Su HY, Lu RQ, Wu ZG, Shu Z (2015) Passivity-based non-fragile control for Markovian jump systems with aperiodic sampling. Syst Control Lett 84:35–43

    Article  MathSciNet  MATH  Google Scholar 

  14. Wu ZG, Su HY, Chu J (2010) Delay-dependent H filtering for singular Markovian jump time-delay systems. Sig Process 90:1815–1824

    Article  MATH  Google Scholar 

  15. Xu SY, Lam J, Mao X (2007) Delay-dependent H control and filtering for uncertain Markovian jump systems with time-varying delays. IEEE Trans Circuits Syst-I Regul Pap 54:2070–2077

    Article  MathSciNet  Google Scholar 

  16. Zhang BY, Zhou SS, Li T (2007) A new approach to robust and non-fragile H control for uncertain fuzzy systems. Inf Sci 177:5118–5133

    Article  MathSciNet  MATH  Google Scholar 

  17. Zhang XM, Wu M, She JH, He Y (2005) Delay-dependent stabilization of linear systems with time-varying state and input delays. Automatica 41:1405–1412

    Article  MathSciNet  MATH  Google Scholar 

  18. Zhang YQ, Shi P, K.Nguang S, Karimi HR, Agarwal RK (2014) Robust finite-time fuzzy H∞ control for uncertain time-delay systems with stochastic jumps. J Frankl Inst 351:4211–4229

  19. Zhang YS, Xu SY, Zhang JH (2009) Delay-dependent robust H control for uncertain fuzzy markovian jump systems. Int J Control Autom Syst 7:520–529

    Article  Google Scholar 

  20. Zhao L, Li L (2015) Robust stabilization of T-S fuzzy discrete systems with actuator saturation via PDC and non-PDC law. Neurocomputing 168:418–426

    Article  Google Scholar 

  21. Zhu QX (2013) Stabilization of stochastically singular nonlinear jump systems with unknown parameters and continuously distributed delays. Int J Control Autom Syst 11:683–691

    Article  Google Scholar 

  22. Zhu QX (2014) ρth Moment exponential stability of impulsive stochastic functional differential equations with Markovian switching. J Frankl Inst 351:3965–3986

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgments

This work is supported by the National Nature Science Foundation of China No. 61273004, and the Natural Science Foundation of Hebei Province No. F2014203085. The authors would like to thank the editor and anonymous reviewers for their many helpful comments and suggestions to improve the quality of this paper.

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Correspondence to Menghua Chen.

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Ma, Y., Chen, M. Non-fragile H state feedback control for singular Markovian jump fuzzy systems with interval time-delay. Int. J. Mach. Learn. & Cyber. 8, 1223–1233 (2017). https://doi.org/10.1007/s13042-016-0495-1

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  • DOI: https://doi.org/10.1007/s13042-016-0495-1

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