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Observer Design for One-sided Lipschitz Uncertain Descriptor Systems with Time-varying Delay and Nonlinear Uncertainties

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Abstract

This paper investigates observer design for a class of one-sided Lipschitz descriptor systems with time-varying delay and uncertain parameters. In order to provide a general framework for large-scale systems, the paper considers uncertainties, nonlinearities, disturbance and time-varying delay at both output and state. By constructing Lyapunov–Krasovskii functional, and using the one-sided Lipschitz condition and the quadratic inner-boundedness inequality, we establish the sufficient condition which guarantees that the observer error dynamics is asymptotically stable, and the proposed observer ensures the \(L_2\) gain bounded by a scalar \(\gamma .\) Then, we change the condition into a strict matrix inequality condition. Furthermore, based on the obtained results, we establish the linear matrix inequality-based condition to ensure the asymptotically convergence of state estimation error and to accomplish robustness against \(L_2\) norm bounded disturbances by utilizing change of variables. We propose the computing method of observer gain. Finally, a simulation example is provided to demonstrate the effectiveness of the proposed method.

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References

  1. M. Abbaszadeh, H.J. Marquez, A generalized framework for robust nonlinear \(H_{\infty }\) filtering of Lipschitz descriptor systems with parametric and nonlinear uncertainties. Automatica. 48, 894–900 (2012)

    Article  MathSciNet  Google Scholar 

  2. S. Ahmad, R. Majeed, K.-S. Hong, M. Rehan, Observer design for one-sided Lipschitz nonlinear systems subject to measurement delays, Math. Prob. Eng. 2015, 879492 (2015)

  3. M. Benallouch, M. Boutayeb, M. Zasadzinski, Observer design for one-sided Lipschitz discrete-time systems. Syst. Control Lett. 61, 879–886 (2012)

    Article  MathSciNet  Google Scholar 

  4. M. Benallouch, M. Boutayeb, H. Trinh, \(H_{\infty }\) observer-based control for discrete- time one-sided Lipschitz systems with unknown inputs. SIAM J. Control Optim. 52, 3751–75 (2014)

    Article  MathSciNet  Google Scholar 

  5. H. Che, J. Huang, X. Zhao, X. Ma, X. Xu, Functional interval observer for discrete-time systems with disturbances. Appl. Math. Comput. 383, 125352 (2020)

    MathSciNet  MATH  Google Scholar 

  6. X. Cai, Z. Wang, L. Liu, Control design for one-side Lipschitz nonlinear differential inclusion systems with time-delay. Neurocomputing 165, 182–189 (2015)

    Article  Google Scholar 

  7. L. Dai, Singular Control Systems (Lecture Notesin Control and Information Sciences, Springer, Berlin, 1989)

    Book  Google Scholar 

  8. M. Darouach, On the functional observers for linear descriptor systems. Syst. Control Lett. 61, 427–434 (2012)

    Article  MathSciNet  Google Scholar 

  9. M. Darouach, M. Zasadzinski, M. Hayar, Reduced-order observer design for descriptor systems with unknown inputs. IEEE Trans. Autom. Control 41(7), 1068–1072 (1996)

    Article  MathSciNet  Google Scholar 

  10. Y. Dong, H. Wang, Y. Wang, Design of observers for nonlinear systems with \(H_\infty \) performance analysis. Math. Meth. Appl. Sci. 37, 718–725 (2014)

    Article  MathSciNet  Google Scholar 

  11. Y. Dong, L. Chen, S. Mei, Stability analysis and observer design for discrete-time systems with interval time-varying delay. Optim. Control Appl. Meth. 37, 340–358 (2016)

    Article  MathSciNet  Google Scholar 

  12. Y. Dong, L. Chen, S. Mei, Observer design for neutral-type neural networks with discrete and distributed time-varying delays. Int. J. Adapt. Control Signal Process. 33, 527–544 (2019)

    Article  MathSciNet  Google Scholar 

  13. Y. Dong, W. Liu, S. Liang, Nonlinear observer design for one-sided Lipschitz systems with time-varying delay and uncertainties. Int. J. Robust Nonlinear Control 27, 1974–1998 (2017)

    Article  MathSciNet  Google Scholar 

  14. Y. Dong, L. Guo, J. Hao, Robust exponential stabilization for uncertain neutral neural networks with interval time-varying delays by periodically intermittent control. Neural Comput. Appl. 32, 2651–2664 (2020)

    Article  Google Scholar 

  15. L. Etienne, L. Hetel, D. Efimov, M. Petreczky, Observer synthesis under time-varying sampling for Lipschitz nonlinear systems. Automatica 85, 433–440 (2017)

    Article  MathSciNet  Google Scholar 

  16. J. Huang, X. Ma, H. Che, Z. Han, Further result on interval observer design for discrete-time switched systems and application to circuit systems. IEEE Trans. Circ. Syst. II Expr. Briefs 67(11), 2542–2546 (2019)

  17. C. Huang, B. Shen, H. Chen, H. Shu, A dynamically event-triggered approach to recursive filtering with censored measurements and parameter uncertainties. J. Frankl. Inst. 356(15), 8870–8889 (2019)

    Article  MathSciNet  Google Scholar 

  18. R.A. Horn, C.R. Johnson, Matrix Analysis (Cambridge University Press, Cambridge, 1985)

    Book  Google Scholar 

  19. O. Jaramillo, B. Castillo-Toledo, S. Di Gennaro, Impulsive observer design for a class of nonlinear Lipschitz systems with time-varying uncertainties. J. Franklin Inst. 357, 7423–7437 (2020)

    Article  MathSciNet  Google Scholar 

  20. M. Kchaou, H. Gassara, A. El-Hajjaji, Robust observer-based control design for uncertain singular systems with time-delay. Int. J. Adapt. Control. Signal Process. 28(2), 169–183 (2014)

    Article  MathSciNet  Google Scholar 

  21. S. Lakshmanan, V. Vembarasan, P. Balasubramaniam, Delay decomposition approach to state estimation of neural networks with mixed time-varying delays and Markovian jumping parameters. Math. Meth. Appl. Sci. 36, 395–412 (2013)

    Article  MathSciNet  Google Scholar 

  22. C.Y. Lu, A delay-range-dependent approach to design state estimator for discrete-time recurrent neural networks with interval time-varying delay. IEEE Trans. Circuits Syst. II: Expr. Briefs 55, 1163–1167 (2008)

    Article  Google Scholar 

  23. L. Li, S. Ding, J. Qiu, Y. Yang, Real-time fault detection approach for nonlinear systems and its asynchronous T-S fuzzy observer-based implementation. IEEE Trans. Cybern. 47, 283–294 (2016)

    Google Scholar 

  24. Y. Ma, P. Yang, Y. Yan, Q. Zhang, Robust observer-based passive control for uncertain singular time-delay systems subject to actuator saturation, ISA Trans. 67, 9–18 (2017)

  25. C.M. Nguyen, P.N. Pathirana, H. Trinh, Robust observer-based control designs for discrete nonlinear systems with disturbances. Eur. J. Control 44, 65–72 (2018)

    Article  MathSciNet  Google Scholar 

  26. J. Qiu, S. Ding, H. Gao, S. Yin, Fuzzy-model-based reliable static output feedback \(H_{\infty }\) control of nonlinear hyperbolic PDE systems. IEEE Trans. Fuzzy Syst. 24, 388–400 (2016)

    Article  Google Scholar 

  27. T. Tan, B. Shen, K. Peng, H. Liu, Robust recursive filtering for uncertain stochastic systems with amplify-and-forward relays. Int. J. Syst. Sci. 51(7), 1188–1199 (2020)

    Article  MathSciNet  Google Scholar 

  28. Z. Wang, Y. Shen, X. Zhang, Q. Wang, Observer design for discrete-time descriptor systems: an LMI approach. Syst. Control Lett. 61, 683–687 (2012)

    Article  MathSciNet  Google Scholar 

  29. Z. Wang, J. Wang, Y. Wu, State estimation for recurrent neural networks with unknown delays: Arobust analysis approach. Neurocomputing 227, 29–36 (2017)

    Article  Google Scholar 

  30. Y. Zhao, J. Tao, N.-Z. Shi, A note on observer design for one-sided Lipschitz nonlinear systems. Syst. Lett. 59, 66–71 (2010)

    Article  MathSciNet  Google Scholar 

  31. W. Zhang, H. Su, H. Wang, Z. Han, Full-order and reduced-order observers for one-sided Lipschitz nonlinear systems using Riccati equations. Commun. Nonlinear Sci. Numer. Simul. 17, 4968–4977 (2012)

    Article  MathSciNet  Google Scholar 

  32. W. Zhang, H.-S. Su, Y. Liang, Z.-Z. Han, Nonlinear observer design for one-sided Lipschitz systems: an linear matrix inequality approach. IET Control Theory Appl. 6, 1297–1303 (2012)

    Article  MathSciNet  Google Scholar 

  33. Z. Zhang, H. Su, F. Zhu, Improved exponential observer design for one-sided Lipschitz nonlinear systems. Int. J. Robust Nonlinear Control 26(18), 3958–3973 (2016)

    Article  MathSciNet  Google Scholar 

  34. A. Zulfiqar, M. Rehan, M. Abid, Appl. Math. Modell. 40, 2301–2311 (2016)

    Article  Google Scholar 

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Acknowledgements

This work was supported by the Natural Science Foundation of Tianjin under Grant no. 18JCYBJC88000 and the Qinghai Science and Technology Department, Grant/Award Number: 2017-ZJ-Y27.

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Correspondence to Yali Dong.

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Dong, Y., Hao, J., Mei, S. et al. Observer Design for One-sided Lipschitz Uncertain Descriptor Systems with Time-varying Delay and Nonlinear Uncertainties. Circuits Syst Signal Process 40, 4779–4798 (2021). https://doi.org/10.1007/s00034-021-01703-y

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