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Robust stability and \({H_\infty }\) control problem for 2-D nonlinear uncertain switched system with mixed time-varying delays under fuzzy rules

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Abstract

In this paper, the robust stability and \({H_\infty }\) control problem of two-dimensional (2-D) nonlinear polytopic uncertain switched system with mixed time-varying delays is studied based on Roesser model, and the nonlinear system is cleverly broken down into linear forms under the Takagi-Sugeno (T-S) fuzzy rules. Assuming its uncertain parameters are given by convex bounded polyhedral domain. First of all, an improved multi-parameter Lyapunov–Krasovskii function (LKF) is proposed to work hard to get additional information related to time delays, so that it is less conservative. Second, using the aforementioned LKF coupled with Finsler’s lemma, finite-sum inequalities, and Jensen inequalities, a new sufficient condition in linear matrix inequalities (LMIs) is derived for robust \({H_\infty }\) performance analysis of 2-D nonlinear polytopic uncertain switched system. Third, for this system with time delays, a memory-state feedback controller including information about the past of the system state is designed to remove the effect of time delays on the system, and the resulting closed-loop system is robustly asymptotically stable under the specified \({H_\infty }\) disturbance attenuation level \(\gamma \). Finally, the superiority and effectiveness of the proposed results are illustrated by simulation examples.

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References

  • Badie K, Alfidi M, Chalh Z (2019) Robust \( H_ {\infty } \) control for 2-D discrete state delayed systems with polytopic uncertainties. Multidimens Syst Signal Process 30(3):1327–1343

    Article  MathSciNet  MATH  Google Scholar 

  • Badie K, Alfidi M, Tadeo F, Chalh Z (2021) Robust state feedback for uncertain 2-D discrete switched systems in the Roesser model. J Control Decis 8(3):331–342

    Article  MathSciNet  Google Scholar 

  • Badie K, Alfidi M, Chalh Z (2019) Delay-dependent exponential stability of discrete 2-D switched systems with delays. In: 2019 8th International Conference on Systems and Control (ICSC). IEEE, pp 513–518

  • Benzaouia A, Hmamed A, Tadeo F, Hajjaji AE (2011) Stabilisation of discrete 2D time switching systems by state feedback control. Int J Syst Sci 42(3):479–487

    Article  MathSciNet  MATH  Google Scholar 

  • Ding X, Liu X (2017) On stabilizability of switched positive linear systems under state-dependent switching. Appl Math Comput 307:92–101

    Article  MathSciNet  MATH  Google Scholar 

  • Duan Z, Xiang Z (2013) State feedback \({H_\infty }\) control for discrete 2D switched systems. J Franklin Inst 350(6):1513–1530

    Article  MathSciNet  MATH  Google Scholar 

  • Duan Z, Xiang Z, Karimi HR (2013) Delay-dependent \({H_\infty }\) control for 2-D switched delay systems in the second FM model. J Franklin Inst 350(7):1697–1718

    Article  MathSciNet  MATH  Google Scholar 

  • Duan Z, Ghous I, Shen J (2020) Fault detection observer design for discrete-time 2-D TS fuzzy systems with finite-frequency specifications. Fuzzy Sets Syst 392:24–45

    Article  MathSciNet  MATH  Google Scholar 

  • Duan Z, Ghous I, Xia Y, Akhtar J (2020) \({H_\infty }\) control problem of discrete 2-D switched mixed delayed systems using the improved Lyapunov-Krasovskii functional. Int J Control Autom Syst 18(8):2075–2087

    Article  Google Scholar 

  • Dzung NT (2021) Robust stabilization of non-stationary Markov jump 2-D systems with multiplicative noises. J Franklin Inst 358(15):7413–7425

    Article  MathSciNet  MATH  Google Scholar 

  • Fornasini E, Marchesini G (1978) Doubly-indexed dynamical systems: state-space models and structural properties. Theory Comput Syst 12(1):59–72

    MathSciNet  MATH  Google Scholar 

  • Fridman E, Shaked U (2002) An improved stabilization method for linear time-delay systems. IEEE Trans Autom Control 47(11):1931–1937

    Article  MathSciNet  MATH  Google Scholar 

  • Ghous I, Xiang Z, Karimi HR (2015) State Feedback \( H_\infty \) control for 2-D switched delay systems with actuator saturation in the second FM model. Circ Syst Signal Process 34(7):2167–2192

    Article  MathSciNet  MATH  Google Scholar 

  • Ghous I, Huang S, Xiang Z (2016) State Feedback \({L_1}\) gain control of positive 2-D continuous switched delayed systems via state-dependent switching. Circ Syst Signal Process 35(7):2432–2449

    Article  MATH  Google Scholar 

  • Ghous I, Xiang Z, Karimi HR (2017) \({H_\infty }\) control of 2-D continuous Markovian jump delayed systems with partially unknown transition probabilities. Inf Sci 382:274–291

    Article  MATH  Google Scholar 

  • Hua D, Wang W, Yao J, Ren Y (2019) Non-weighted \({H_\infty }\) performance for 2-D FMLSS switched system with maximum and minimum dwell time. J Franklin Inst 356(11):5729–5753

    Article  MathSciNet  MATH  Google Scholar 

  • Hua D, Wang W, Ren Y, Juan Y (2020) Finite-region stabilization and \({H_\infty }\) control for 2-D FMLSS asynchronously switched system. J Franklin Inst 357(14):9127–9153

    Article  MathSciNet  MATH  Google Scholar 

  • Jin SH, Park JB (2001) Robust \({H_\infty }\) filtering for polytopic uncertain systems via convex optimisation. IEE Proc-Control Theory Appl 148(1):55–59

    Article  Google Scholar 

  • Kaczorek T (1985) Two dimensional linear systems. Springer, Berlin, p 1985

    Google Scholar 

  • Kaddour AA, Benjelloun K, Elalami N (2015) Static output-feedback controller design for a fish population system. Appl Soft Comput 29:280–287

    Article  Google Scholar 

  • Koumir M, El-Amrani A, Boumhidi I (2020) \({H_\infty }\) model reduction and finite frequency for 2-D fuzzy systems. In: 2020 Fourth International Conference On Intelligent Computing in Data Sciences. IEEE, pp 1–6

  • Le VH, Trinh H (2016) Stability of two-dimensional Roesser systems with time-varying delays via novel 2D finite-sum inequalities. IET Control Theory Appl 10(14):1665–1674

    Article  MathSciNet  Google Scholar 

  • Li X, Gao H (2012) Robust finite frequency \({H_\infty }\) filtering for uncertain 2-D Roesser systems. Automatica 48(6):1163–1170

    Article  MathSciNet  MATH  Google Scholar 

  • Liang J, Huang T, Hayat T, Alsaadi F (2015) \({H_\infty }\) filtering for two-dimensional systems with mixed time delays, randomly occurring saturations and nonlinearities[J]. Int J Gen Syst 44(2):226–239

    Article  MathSciNet  MATH  Google Scholar 

  • Mao D, Ma Y (2022) Robust \({{H} _ {\infty }} \) control for uncertain Takagi-Sugeno fuzzy systems with state and input time-varying delays. Comput Appl Math 41(5):1–23

    Article  MathSciNet  Google Scholar 

  • Oliveira MC, Skelton RE (2001) Stability tests for constrained linear systems. In: Perspectives in robust control. Springer, London 241–257

  • Peaucelle D, Arzelier D, Bachelier O, Jacques B (2000) A new robust D-stability condition for real convex polytopic uncertainty. Syst Control Lett 40(1):21–30

    Article  MathSciNet  MATH  Google Scholar 

  • Peng D, Hua C (2015) Improved approach to delay-dependent stability and stabilisation of two-dimensional discrete-time systems with interval time-varying delays. IET Control Theory Appl 9(12):1839–1845

    Article  MathSciNet  Google Scholar 

  • Peng D, Nie H (2022) Stabilisation for 2-D discrete-time switched nonlinear systems with mixed time-varying delays under all modes unstable. Int J Control Autom Syst 53(4):757–777

    MathSciNet  MATH  Google Scholar 

  • Peng D, Xu H (2022) Quantized feedback control for 2D uncertain nonlinear systems with time-varying delays in a networked environment. Comput Appl Math 41(3):1–28

    Article  MathSciNet  MATH  Google Scholar 

  • Ren W, Xiong J (2021) Robust filtering for 2-D discrete-time switched systems. IEEE Trans Autom Control 66(10):4747–4760

    Article  MathSciNet  MATH  Google Scholar 

  • Roesser R (1975) A discrete state-space model for linear image processing. IEEE Trans Autom Control 20(1):1–10

    Article  MathSciNet  MATH  Google Scholar 

  • Takagi T, Sugeno M (1985) Fuzzy identification of systems and its applications to modeling and control. IEEE Trans Syst Man Cybern-Syst 15(1):116–132

    Article  MATH  Google Scholar 

  • Wu L, Yang R, Shi P, Su X (2015) Stability analysis and stabilization of 2-D switched systems under arbitrary and restricted switchings. Automatica 59:206–215

    Article  MathSciNet  MATH  Google Scholar 

  • Xu H, Xu S, Lam J (2008) Positive real control for 2-D discrete delayed systems via output feedback controllers. J Comput Appl Math 216(1):87–97

    Article  MathSciNet  MATH  Google Scholar 

  • Yang R, Xie L, Zhang C (2006) \({H_2}\) and mixed \({H_2 }\)/\({H_\infty }\) control of two-dimensional systems in Roesser model. Automatica 42(9):1507–1514

    Article  MathSciNet  MATH  Google Scholar 

  • Yu Q, Yan J (2021) A novel average dwell time strategy for stability analysis of discrete-time switched systems by T-S fuzzy modeling. J Comput Appl Math 391:113306

    Article  MathSciNet  MATH  Google Scholar 

  • Zhang L, Shi P, Boukas EK, Wang C (2006) \({H_\infty }\) control of switched linear discrete-time systems with polytopic uncertainties. Opt Control Appl Methods 27(5):273–291

    Article  MathSciNet  Google Scholar 

  • Zhang J, Liu D, Ma Y (2020) Finite-time dissipative control of uncertain singular T-S fuzzy time-varying delay systems subject to actuator saturation. Comput Appl Math 39(3):1–22

    Article  MathSciNet  MATH  Google Scholar 

  • Zhang L, Wang Y, Yang H (2020) Observer-based memory state feedback control for switched fuzzy systems. In: 2020 Chinese Control And Decision Conference. IEEE, pp 1647–1652

  • Zheng W, Wang H, Wang H, Wen S (2019) Stability analysis and dynamic output feedback controller design of T-S fuzzy systems with time-varying delays and external disturbances. J Comput Appl Math 358:111–135

    Article  MathSciNet  MATH  Google Scholar 

  • Zhou Z, Li L (2019) Conservative domain decomposition schemes for solving two-dimensional heat equations. Comput Appl Math 38(1):1–26

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

This work was partially supported by Natural Science Foundation of Hebei Province (F2022203085), the S &T Program of Hebei under Grant (F2020203037), Science Fund for Creative Research Groups of Hebei Province (F2020203013), and National Natural Science Foundation of China (618255304).

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Correspondence to Dan Peng.

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This work is supported in part by Natural Science Foundation of Hebei Province F2022203085, S &T Program of Hebei under Grant F2020203037, Science Fund for Creative Research Groups of Hebei Province F2020203013, and National Natural Science Foundation of China 618255304.

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Peng, D., Liu, M. Robust stability and \({H_\infty }\) control problem for 2-D nonlinear uncertain switched system with mixed time-varying delays under fuzzy rules. Comp. Appl. Math. 42, 328 (2023). https://doi.org/10.1007/s40314-023-02440-5

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  • DOI: https://doi.org/10.1007/s40314-023-02440-5

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