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Exponential Stability Analysis for Discrete-Time Singular Systems with Randomly Occurring Delay

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Abstract

This paper investigates the problem of exponential stability analysis for discrete-time singular systems with time-varying delay. The delay enters into the singular systems in a random way, and such randomly occurring delay (ROD) obeys a certain Bernoulli distributed white noise sequence. By employing the linear matrix inequality (LMI) approach, a sufficient condition is established to ensure the considered systems exponentially mean-square stable. Two numerical examples are given to show the usefulness of the obtained result.

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References

  1. A. Benzaouia, M. Ouladsine, A. Naamane, B. Ananou, Fault detection for uncertain delayed switching discrete-time systems. Int. J. Innov. Comput. Inf. Control 8, 8049–8062 (2012)

    Google Scholar 

  2. H. Dong, Z. Wang, H. Gao, Robust H filtering for a class of nonlinear networked systems with multiple stochastic communication delays and packet dropouts. IEEE Trans. Signal Process. 58, 1957–1966 (2010)

    Article  MathSciNet  Google Scholar 

  3. H. Dong, Z. Wang, D.W.C. Ho, H. Gao, Robust H fuzzy output-feedback control with multiple probabilistic delays and multiple missing measurements. IEEE Trans. Fuzzy Syst. 58, 712–725 (2010)

    Article  MathSciNet  Google Scholar 

  4. M. Fang, Delay-dependent stability analysis for discrete singular systems with time-varying delays. Acta Autom. Sin. 36, 751–755 (2010)

    Article  Google Scholar 

  5. Z. Feng, J. Lam, Stability and dissipativity analysis of distributed delay cellular neural networks. IEEE Trans. Neural Netw. 22, 976–981 (2011)

    Article  Google Scholar 

  6. Z. Feng, J. Lam, H. Gao, α-dissipativity analysis of singular time-delay systems. Automatica 47, 2548–2552 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  7. Z. Feng, J. Lam, H. Gao, Delay-dependent robust H controller synthesis for discrete singular delay systems. Int. J. Robust Nonlinear Control 21, 1880–1902 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  8. H. Gao, T. Chen, H estimation for uncertain systems with limited communication capacity. IEEE Trans. Autom. Control 52, 2070–2084 (2007)

    Article  MathSciNet  Google Scholar 

  9. B. Jiang, Z. Mao, P. Shi, H -filter design for a class of networked control systems via T-S fuzzy-model approach. IEEE Trans. Fuzzy Syst. 18, 201–208 (2010)

    Article  Google Scholar 

  10. Y. Li, S. Fei, B. Zhang, Y. Chu, Decentralized L 2-L filtering for interconnected Markovian jump systems with delays. Circuits Syst. Signal Process. 31, 889–909 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  11. J. Liang, B. Shen, H. Dong, J. Lam, Robust distributed state estimation for sensor networks with multiple stochastic communication delays. Int. J. Syst. Sci. 42, 1459–1471 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. J. Lin, S. Fei, Q. Wu, Reliable H filtering for discrete-time switched singular systems with time-varying delay. Circuits Syst. Signal Process. 31, 1191–1214 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  13. P. Liu, Further results on the exponential stability criteria for time delay singular systems with delay-dependence. Int. J. Innov. Comput. Inf. Control 8, 4015–4024 (2012)

    Google Scholar 

  14. S. Ma, Z. Cheng, C. Zhang, Delay-dependent robust stability and stabilisation for uncertain discrete singular systems with time-varying delays. IET Control Theory Appl. 1, 1086–1095 (2007)

    Article  MathSciNet  Google Scholar 

  15. B. Shen, Z. Wang, H. Shu, G. Wei, On nonlinear H filtering for discrete-time stochastic systems with missing measurements. IEEE Trans. Autom. Control 53, 2170–2180 (2008)

    Article  MathSciNet  Google Scholar 

  16. X. Su, P. Shi, L. Wu, Y.-D. Song, A novel control design on discrete-time Takagi–Sugeno fuzzy systems with time-varying delays. IEEE Trans. Fuzzy Syst. (2012). doi:10.1109/TFUZZ.2012.2226941

    Google Scholar 

  17. X. Su, P. Shi, L. Wu, Y.-D. Song, A novel approach to filter design for T-S fuzzy discrete-time systems with time-varying delay. IEEE Transactions on Fuzzy Systems. doi:10.1109/TFUZZ.2012.2196522

  18. B. Ulviye, S. Uguru, Improved delay-dependent robust stabilization of singular systems. Int. J. Innov. Comput. Inf. Control 7, 177–187 (2011)

    Google Scholar 

  19. L. Wu, Z. Feng, W. Zheng, Exponential stability analysis for delayed neural networks with switching parameters: average dwell time approach. IEEE Trans. Neural Netw. 21, 1396–1407 (2010)

    Article  Google Scholar 

  20. L. Wu, J. Lam, Weighted H filtering of switched systems with time-varying delay: average dwell time approach. Circuits Syst. Signal Process. 28, 1017–1036 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  21. L. Wu, P. Shi, H. Gao, State estimation and sliding-mode control of Markovian jump singular systems. IEEE Trans. Autom. Control 55, 1213–1219 (2010)

    Article  MathSciNet  Google Scholar 

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

    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, 273–286 (2011)

    Article  Google Scholar 

  24. L. Wu, W. Zheng, Passivity-based sliding mode control of uncertain singular time-delay systems. Automatica 45, 2120–2127 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  25. L. Wu, D.W.C. Ho, Sliding mode control of singular stochastic hybrid systems. Automatica 46, 779–783 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  26. Y. Wu, Y. Wu, Y. Chen, Mean square exponential stability of uncertain stochastic neural networks with time-varying delay. Neurocomputing 72, 2379–2384 (2009)

    Article  Google Scholar 

  27. Z. Wu, P. Shi, H. Su, J. Chu, Passivity analysis for discrete-time stochastic Markovian jump neural networks with mixed time delays. IEEE Trans. Neural Netw. 22, 1566–1575 (2011)

    Article  Google Scholar 

  28. Z. Wu, H. Su, J. Chu, Robust stabilization for uncertain discrete singular systems with state delay. Int. J. Robust Nonlinear Control 18, 1532–1550 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  29. J. Xia, J. Yu, Y. Li, New delay-interval-dependent exponential stability for stochastic neural networks with interval time-varying delay and distributed delay. Circuits Syst. Signal Process. 31, 1535–1557 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  30. S. Xu, P.V. Dooren, R. Stefan, J. Lam, Robust stability and stabilization for singular systems with state delay and parameter uncertainty. IEEE Trans. Autom. Control 47, 1122–1128 (2002)

    Article  Google Scholar 

  31. R. Yang, P. Shi, G.-P. Liu, Filtering for discrete-time networked nonlinear systems with mixed random delays and packet dropouts. IEEE Trans. Autom. Control 56, 2655–2660 (2011)

    Article  MathSciNet  Google Scholar 

  32. R. Yang, H. Gao, P. Shi, Novel robust stability criteria for stochastic Hopfield neural networks with time delays. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 39, 467–474 (2009)

    Article  Google Scholar 

  33. R. Yang, P. Shi, G.-P. Liu, H. Gao, Network-based feedback control for systems with mixed delays based on quantization and dropout compensation. Automatica 47, 2805–2809 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  34. G. Zhang, C. Han, Y. Guan, L. Wu, Exponential stability analysis and stabilization of discrete-time nonlinear switched systems with time delays. Int. J. Innov. Comput. Inf. Control 8, 1973–1986 (2012)

    Google Scholar 

  35. X. Zhu, Y. Wang, G. Yang, New delay-dependent stability results for discrete-time recurrent neural networks with time-varying delay. Neurocomputing 72, 3376–3383 (2009)

    Article  Google Scholar 

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Acknowledgements

The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of this paper. This work was also supported in part by the National Creative Research Groups Science Foundation of China under grant no. 60721062, by the National High Technology Research and Development Program of China under grant 863 Program 2008AA042902, by the National Natural Science Foundation of P.R. China under grant no. 61174029, by the Key Project of Chinese Ministry of Education under grant no. 211067, by the Zhejiang Provincial Natural Science Foundation of China under grant no. Y1110944.

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Correspondence to Zu-Xin Li.

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Li, ZX., Su, HY., Gu, Y. et al. Exponential Stability Analysis for Discrete-Time Singular Systems with Randomly Occurring Delay. Circuits Syst Signal Process 32, 2231–2242 (2013). https://doi.org/10.1007/s00034-013-9561-z

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  • DOI: https://doi.org/10.1007/s00034-013-9561-z

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