Skip to main content
Log in

Guaranteed Cost Control for 2-D Uncertain Discrete State-Delayed Systems in Roesser Model Employing Actuator Saturation

  • Published:
Circuits, Systems, and Signal Processing Aims and scope Submit manuscript

Abstract

This paper is concerned with the design of state-feedback guaranteed cost controller (GCC) for linear two-dimensional (2-D) uncertain discrete delayed systems with actuator saturation (AS). The 2-D system under consideration is represented by the Roesser model. The linear matrix inequality-based conditions for the design of GCC are developed. The proposed method not only ensures that closed-loop system trajectories converge to the origin, but it also provides a satisfactory performance level under all permissible system uncertainties. A convex optimization problem is also formulated for the design of optimal GCC. The GCC design problem for 2-D systems with AS and no delay is also examined. The problem of GCC design for 2-D systems in absence of AS and state delay is also discussed. Several examples are given to illustrate the applicability of the presented results.

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
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Data availability

Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.

References

  1. N. Agarwal, H. Kar, Comments on ‘An LMI approach to non-fragile robust optimal guaranteed cost control of uncertain 2-D discrete systems with both state and input delays.’ Trans. Inst. Meas. Control 40(13), 3846–3850 (2018)

    Google Scholar 

  2. S. Boyd, L. El Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory (SIAM, Philadelphia, 1994)

    Google Scholar 

  3. X. Bu, J. Liang, Z. Hou, J. Yang, Quantized H control for a class of 2-D systems with missing measurements. Int. J. Control Autom. Syst. 15(2), 706–715 (2017)

    Google Scholar 

  4. X. Bu, J. Liang, S. Wang, W. Yu, Robust guaranteed cost control for a class of nonlinear 2-D systems with input saturation. Int. J. Control Autom. Syst. 18(2), 513–520 (2020)

    Google Scholar 

  5. S.S.L. Chang, T.K.C. Peng, Adaptive guaranteed cost control of systems with uncertain parameters. IEEE Trans. Autom. Control 17(4), 474–483 (1972)

    MathSciNet  Google Scholar 

  6. C.E. De Souza, L. Xie, D.F. Coutinho, Robust filtering for 2-D discrete-time linear systems with convex-bounded parameter uncertainty. Automatica 46(4), 673–681 (2010)

    MathSciNet  Google Scholar 

  7. A. Dey, H. Kar, LMI-based criterion for robust stability of 2-D discrete systems with interval time-varying delays employing quantization/overflow nonlinearities. Multidim. Syst. Sign. Process. 25(3), 473–492 (2014)

    Google Scholar 

  8. A. Dhawan, H. Kar, An LMI approach to robust optimal guaranteed cost control of 2-D discrete systems described by the Roesser model. Signal Process. 90(9), 2648–2654 (2010)

    Google Scholar 

  9. A. Dhawan, H. Kar, An improved LMI-based criterion for the design of optimal guaranteed cost controller for 2-D discrete uncertain systems. Signal Process. 91(4), 1032–1035 (2011)

    Google Scholar 

  10. C. Du, L. Xie, C. Zhang, \(H_\infty\) control and robust stabilization of two-dimensional systems in Roesser models. Automatica 37(2), 205–211 (2001)

    MathSciNet  Google Scholar 

  11. Z. Fei, S. Shi, T. Wang, C.K. Ahn, Improved stability criteria for discrete-time switched T-S fuzzy systems. IEEE Trans. Syst. Man Cybern. Syst. 51(2), 712–720 (2021)

    Google Scholar 

  12. E. Fornasini, A 2-D systems approach to river pollution modeling. Multidimens. Syst. Sign. Process. 2(3), 233–265 (1991)

    MathSciNet  Google Scholar 

  13. E. Fornasini, G. Marchesini, State-space realization theory of two-dimensional filters. IEEE Trans. Autom. Control 21(4), 484–492 (1976)

    MathSciNet  Google Scholar 

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

    MathSciNet  Google Scholar 

  15. J. Fu, Z. Duan, Z. Xiang, On mixed \(\ell_1/\ell\_\) fault detection observer design for positive 2D Roesser systems: necessary and sufficient conditions. J. Frankl. Inst. 359(1), 160–177 (2022)

    Google Scholar 

  16. Q.-L. Han, Improved stability criteria and controller design for linear neutral systems. Automatica 45(8), 1948–1952 (2009)

    MathSciNet  Google Scholar 

  17. L.V. Hien, H. Trinh, Switching design for suboptimal guaranteed cost control of 2-D nonlinear switched systems in the Roesser model. Nonlinear Anal. Hybrid Syst. 24, 45–57 (2017)

    MathSciNet  Google Scholar 

  18. L.V. Hien, H.M. Trinh, P.N. Pathirana, On \(l_1\)-gain control of 2-D positive Roesser systems with directional delays: Necessary and sufficient conditions. Automatica 112, 1–10 (2020)

    Google Scholar 

  19. T. Hu, Z. Lin, Composite quadratic Lyapunov functions for constrained control systems. IEEE Trans. Autom. Control 48(3), 440–450 (2003)

    MathSciNet  Google Scholar 

  20. T. Hu, Z. Lin, B.M. Chen, Analysis and design for discrete-time linear systems subject to actuator saturation. Syst. Control Lett. 45(2), 97–112 (2002)

    MathSciNet  Google Scholar 

  21. S. Huang, Z. Xiang, Delay-dependent stability for discrete 2D switched systems with state delays in the Roesser model. Circuits Syst. Signal Process. 32(6), 2821–2837 (2013)

    MathSciNet  Google Scholar 

  22. S. Huang, Z. Xiang, H.R. Karimi, Robust l2-gain control for 2D nonlinear stochastic systems with time-varying delays and actuator saturation. J. Frankl. Inst. 350(7), 1865–1885 (2013)

    Google Scholar 

  23. E. Jafari, T. Binazadeh, Robust output regulation in discrete-time singular systems with actuator saturation and uncertainties. IEEE Trans. Circuits Syst. II 67(2), 340–344 (2020)

    Google Scholar 

  24. X. Ji, T. Liu, Y. Sun, H. Su, Stability analysis and controller synthesis for discrete linear time-delay systems with state saturation nonlinearities. Int. J. Syst. Sci. 42(3), 397–406 (2011)

    MathSciNet  Google Scholar 

  25. P. Kokil, An improved criterion for the global asymptotic stability of 2-D discrete state-delayed systems with saturation nonlinearities. Circuits Syst. Signal Process. 36(6), 2209–2222 (2017)

    MathSciNet  Google Scholar 

  26. H. Li, J. Wang, P. Shi, Output-feedback based sliding mode control for fuzzy systems with actuator saturation. IEEE Trans. Fuzzy Syst. 24(6), 1282–1293 (2016)

    Google Scholar 

  27. J. Löfberg, YALMIP: A toolbox for modeling and optimization in MATLAB. In International Symposium on CACSD, 2004. Proceedings of the 2004 (IEEE, 2004), pp. 284–289

  28. W. Marszalek, Two-dimensional state-space discrete models for hyperbolic partial differential equations. Appl. Math. Model. 8(1), 11–14 (1984)

    MathSciNet  Google Scholar 

  29. J. Mei, Z. Lu, J. Hu, Y. Fan, Energy-efficient optimal guaranteed cost intermittent-switch control of a direct expansion air conditioning system. IEEE/CAA J. Autom. Sinica 8(11), 1852–1866 (2021)

    MathSciNet  Google Scholar 

  30. D. Ning, X. Wu, J. Han, Guaranteed cost impulsive synchronization of uncertain multiplex networks. IEEE Trans. Circuits Syst. II 69(3), 1757–1761 (2022)

    Google Scholar 

  31. V.C. Pal, R. Negi, Robust output feedback control of 2D discrete systems with actuator saturation and time-varying delay. Trans. Inst. Meas. Control 39(11), 1673–1695 (2017)

    Google Scholar 

  32. W. Paszke, J. Lam, K. Gałkowski, S. Xu, Z. Lin, Robust stability and stabilisation of 2D discrete state-delayed systems. Syst. Control Lett. 51(3–4), 277–291 (2004)

    MathSciNet  Google Scholar 

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

    MathSciNet  Google Scholar 

  34. S. Shi, Z. Fei, J. Qiu, L. Wu, Quasi-time-dependent control for 2-D switched systems with actuator saturation. Inf. Sci. 408, 115–128 (2017)

    Google Scholar 

  35. A. Srivastava, R. Negi, H. Kar, Guaranteed cost controller for discrete time-delayed systems with actuator saturation. Trans. Inst. Meas. Control 44(6), 1163–1177 (2022)

    Google Scholar 

  36. B. Sumanasena, P.H. Bauer, Realization using the Roesser model for implementations in distributed grid sensor networks. Multidimens. Syst. Sign. Process. 22(1–3), 131–146 (2011)

    MathSciNet  Google Scholar 

  37. A. Tandon, A. Dhawan, An LMI approach to non-fragile robust optimal guaranteed cost control of uncertain 2-D discrete systems with both state and input delays. Trans. Inst. Meas. Control 40(3), 785–804 (2018)

    Google Scholar 

  38. S. Wang, X. Bu, J. Liang, Event-triggered robust guaranteed cost control for two-dimensional nonlinear discrete-time systems. J. Syst. Eng. Electron. 30(6), 1243–1251 (2019)

    Google Scholar 

  39. J. Wang, J. Liang, C.-T. Zhang, D. Fan, Event-triggered non-fragile control for uncertain positive Roesser model with PDT switching mechanism. Appl. Math. Comput. 406, 1–17 (2021)

    MathSciNet  Google Scholar 

  40. Z.-G. Wu, Y.-Y. Tao, Asynchronous guaranteed cost control of 2-D Markov jump Roesser systems. IEEE Trans. Cybern. 52(12), 13063–13072 (2022)

    Google Scholar 

  41. H.-N. Wu, X.-M. Zhang, R.-G. Li, Synthesis with guaranteed cost and less human intervention for human-in-the-loop control systems. IEEE Trans. Cybern. 52(8), 7541–7551 (2022)

    Google Scholar 

  42. L. Xie, M. Fu, C.E. de Souza, H control and quadratic stabilization of systems with parameter uncertainty via output feedback. IEEE Trans. Autom. Control 37(8), 1253–1256 (1992)

    MathSciNet  Google Scholar 

  43. J. Xu, L. Yu, H control of 2-D discrete state delay systems. Int. J. Control Autom. Syst. 4(4), 516–523 (2006)

    Google Scholar 

  44. J. Xu, L. Yu, Delay-dependent guaranteed cost control for uncertain 2-D discrete systems with state delay in the FM second model. J. Frankl. Inst. 346(2), 159–174 (2009)

    MathSciNet  Google Scholar 

  45. J. Xu, L. Yu, Y. Teng, Guaranteed cost control for uncertain 2-D discrete systems with state delay in the Roesser model, in International Conference on Intelligent Control and Information Processing, Dalian, China, (2010), pp. 680–685

  46. Q.-Y. Xu, X.-D. Li, M.-M. Lv, Adaptive ILC for tracking non-repetitive reference trajectory of 2-D FMM under random boundary condition. Int. J. Control Autom. Syst. 14(2), 478–485 (2016)

    Google Scholar 

  47. R. Yang, L. Xie, C. Zhang, H2 and mixed H2/H control of two-dimensional systems in Roesser model. Automatica 42(9), 1507–1514 (2006)

    MathSciNet  Google Scholar 

  48. K. Zhu, Z. Wang, Y. Chen, G. Wei, Event-triggered cost-guaranteed control for linear repetitive processes under probabilistic constraints. IEEE Trans. Autom. Control 68(1), 424–431 (2022)

    MathSciNet  Google Scholar 

  49. G. Zong, H. Ren, L. Hou, Finite-time stability of interconnected impulsive switched systems. IET Control Theory Appl. 10(6), 648–654 (2016)

    MathSciNet  Google Scholar 

Download references

Acknowledgements

The authors thank the Editors and the Reviewers for their constructive comments to improve the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Aditi Srivastava.

Ethics declarations

Conflict of interest

The authors declare that there is no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Srivastava, A., Negi, R. & Kar, H. Guaranteed Cost Control for 2-D Uncertain Discrete State-Delayed Systems in Roesser Model Employing Actuator Saturation. Circuits Syst Signal Process 43, 74–102 (2024). https://doi.org/10.1007/s00034-023-02461-9

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00034-023-02461-9

Keywords

Navigation