Skip to main content
Log in

PID Output-Feedback Control and Filtering for Positive Roesser System

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

Abstract

This paper considers the output-feedback-based proportional–integral–derivative (PID) control and filtering problems for the discrete-discrete Roesser system with disturbances. A PID output-feedback controller, where the integral loop is with fixed time-window, is first constructed for the two-dimensional system. By means of co-positive Lyapunov function approach, sufficient conditions are proposed to ensure that the resulting closed-loop system is positive, exponentially stable and has an \(l_1\)-gain bound \(\gamma \). In addition, the gains of desired PID controller are then appropriately parameterized by solutions to certain linear programming problems. An illustrated example is provided to show effectiveness of the PID controller designed.

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
Fig. 5

Similar content being viewed by others

Data availability

The data that support the findings of this study are available from the corresponding author upon reasonable request.

References

  1. K.H. Ang, G. Chong, Y. Li, PID control system analysis, design, and technology. IEEE Trans. Control Syst. Technol. 13(4), 559–576 (2005)

    Google Scholar 

  2. K.J. Åström, T. Hägglund, The future of PID control. Control Eng. Pract. 9(11), 1163–1175 (2001)

    Google Scholar 

  3. L. Benvenuti, A. De Santis, L. Farina, Positive Systems (Springer, Berlin, Heidelberg, 2003)

    Google Scholar 

  4. X. Chen, J. Lam, P. Li, Z. Shu, \(l_1\)-induced norm and controller synthesis of positive systems. Automatica 49(5), 1377–1385 (2013)

    MathSciNet  Google Scholar 

  5. D. Das, S. Chakraborty, A.K. Naskar, Controller design on a new 2DOF PID structure for different processes having integrating nature for both the step and ramp type of signals. Int. J. Syst. Sci. 54(7), 1423–1450 (2023)

    MathSciNet  Google Scholar 

  6. 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 

  7. Z. Duan, Y. Han, Z. Xiang, I. Ghous, On \(l_{1}\)-gain control for 2D delayed positive systems in FM LSS models: necessary and sufficient conditions. Int. J. Syst. Sci. 53(16), 3449–3464 (2022)

    Google Scholar 

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

    MathSciNet  Google Scholar 

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

    MathSciNet  Google Scholar 

  10. 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, 108720 (2020)

    Google Scholar 

  11. W.K. Ho, C.C. Hang, L.S. Cao, Tuning of PID controllers based on gain and phase margin specifications. Automatica 31(3), 497–502 (1995)

    MathSciNet  Google Scholar 

  12. S. Huang, Z. Xiang, Delay-dependent robust \(H_\infty \) control for 2-D discrete nonlinear systems with state delays. Multidimens. Syst. Signal Process. 25(4), 775–794 (2014)

    MathSciNet  Google Scholar 

  13. T. Kaczorek, Two-Dimensional Linear Systems (Springer, Berlin, Heidelberg, 1985)

    Google Scholar 

  14. T. Kaczorek, Positive 1D and 2D Systems (Springer, London, 2002)

    Google Scholar 

  15. F. Knorn, O. Mason, R. Shorten, On linear co-positive Lyapunov functions for sets of linear positive systems. Automatica 45(8), 1943–1947 (2009)

    MathSciNet  Google Scholar 

  16. J.E. Kurek, The general state-space model for a two-dimensional linear digital system. IEEE Trans. Autom. Control AC 30(6), 600–602 (1985)

    MathSciNet  Google Scholar 

  17. P. Li, J. Lam, Z. Shu, \(H_\infty \) positive filtering for positive linear discrete-time systems: an augmentation approach. IEEE Trans. Autom. Control 55(10), 2337–2342 (2010)

    MathSciNet  Google Scholar 

  18. X. Li, S.-L. Du, X. Zhao, Stability and \(l_1\)-gain analysis for switched positive systems with MDADT based on quasi-time-dependent approach. IEEE Trans. Syst. Man Cybern. -Syst. 51(9), 5846–5854 (2021)

    Google Scholar 

  19. M. Li, J. Liang, F. Wang, Robust set-membership filtering for two-dimensional systems with sensor saturation under the Round-Robin protocol. Int. J. Syst. Sci. 53(13), 2773–2785 (2022)

    MathSciNet  Google Scholar 

  20. J. Liang, J. Wang, T. Huang, \(l_1\) filtering for continuous-discrete T–S fuzzy positive Roesser model. J. Frankl. Inst. 355(15), 7281–7305 (2018)

    Google Scholar 

  21. J. Liu, L. Kang, Secure control for cyber-physical systems with positive constraint under DoS attack. Circuits Syst. Signal Process. 41(5), 2947–2962 (2022)

    Google Scholar 

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

    MathSciNet  Google Scholar 

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

    MathSciNet  Google Scholar 

  24. T. Samad, A survey on industry impact and challenges thereof. IEEE Control Syst. Mag. 37(1), 17–18 (2017)

    Google Scholar 

  25. S. Skogestad, Simple analytic rules for model reduction and PID controller tuning. Model. Identif. Control 25(2), 85–120 (2004)

    MathSciNet  Google Scholar 

  26. F. Wang, Z. Wang, J. Liang, X. Liu, Resilient filtering for linear time-varying repetitive processes under uniform quantizations and Round-Robin protocols. IEEE Trans. Circuits Syst. I-Regul. Pap. 65(9), 2992–3004 (2018)

    MathSciNet  Google Scholar 

  27. J. Wang, J. Liang, L. Wang, Switched mechanisms for stability and \(l_1\)-gain analysis of T-S fuzzy positive systems described by the F-M second model. J. Frankl. Inst. 355(3), 1351–1372 (2018)

    MathSciNet  Google Scholar 

  28. J. Wang, J. Liang, J. Qiu, Asynchronous \(l_1\) control for 2D switched positive systems with parametric uncertainties and impulses. Nonlinear Anal.-Hybrid Syst. 37, 100887 (2020)

    MathSciNet  Google Scholar 

  29. J. Wang, Y. Hou, L. Jiang, L. Zhang, Robust stability and stabilization of 2D positive system employing saturation. Circuits Syst. Signal Process. 40(3), 1183–1206 (2021)

    Google Scholar 

  30. X. Wang, Y. Sun, D. Ding, Adaptive dynamic programming for networked control systems under communication constraints: a survey of trends and techniques. Int. J. Netw. Dyn. Intell. 1(1), 85–98 (2022)

    Google Scholar 

  31. Z.-G. Wu, Y. Shen, P. Shi, Z. Shu, H. Su, \(H_\infty \) control for 2-D Markov jump systems in Roesser model. IEEE Trans. Autom. Control 64(1), 427–432 (2019)

    MathSciNet  Google Scholar 

  32. L. Xu, J. Du, B. Song, M. Cao, A combined backstepping and fractional-order PID controller to trajectory tracking of mobile robots. Syst. Sci. Control Eng. 10(1), 134–141 (2022)

    Google Scholar 

  33. R. Yang, S. Ding, W.X. Zheng, Co-design of event-triggered mechanism and dissipativity-based output feedback controller for two-dimensional systems. Automatica 130, 109694 (2021)

    MathSciNet  Google Scholar 

  34. R. Yang, L. Li, P. Shi, Dissipativity-based two-dimensional control and filtering for a class of switched systems. IEEE Trans. Syst. Man Cybern. -Syst. 51(5), 2737–2750 (2021)

    Google Scholar 

  35. N. Yeganefar, N. Yeganefar, M. Ghamgui, E. Moulay, Lyapunov theory for 2-D nonlinear Roesser models: application to asymptotic and exponential stability. IEEE Trans. Autom. Control 58(5), 1299–1304 (2013)

    MathSciNet  Google Scholar 

  36. Q. Zhang, Y. Zhou, Recent advances in non-Gaussian stochastic systems control theory and its applications. Int. J. Netw. Dyn. Intell. 1(1), 111–119 (2022)

    MathSciNet  Google Scholar 

  37. H. Zhang, Y. Shi, A.S. Mehr, Robust static output feedback control and remote PID design for networked motor systems. IEEE Trans. Ind. Electron. 58(12), 5396–5405 (2011)

    Google Scholar 

  38. J. Zhang, Z. Han, J. Huang, Stabilization of discrete-time positive switched systems. Circuits Syst. Signal Process. 32(3), 1129–1145 (2013)

    MathSciNet  Google Scholar 

  39. C. Zhao, L. Guo, Control of nonlinear uncertain systems by extended PID. IEEE Trans. Autom. Control 66(8), 3840–3847 (2021)

    MathSciNet  Google Scholar 

  40. D. Zhao, Z. Wang, G. Wei, Q.-L. Han, A dynamic event-triggered approach to observer-based PID security control subject to deception attacks. Automatica 120, 109128 (2020)

    MathSciNet  Google Scholar 

  41. D. Zhao, Z. Wang, D.W.C. Ho, G. Wei, Observer-based PID security control for discrete time-delay systems under cyber-attacks. IEEE Trans. Syst. Man Cybern. -Syst. 51(6), 3926–3938 (2021)

    Google Scholar 

  42. S. Zhuang, X. Shang, X. Yu, H. Gao, Y. Shi, A unified framework of convex stability conditions for 2-D switched systems with stable or unstable modes. Automatica 141, 110264 (2022)

    MathSciNet  Google Scholar 

Download references

Acknowledgements

This work was supported in part by the National Key Research and Development Program of China under Grant 2018AAA0100202, in part by the Research Foundation of Jinling Institute of Technology under Grant Jit-b-202047, and in part by the Fundamental Research Funds for the Central Universities under Grant 2242023K40010.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jinling Liang.

Ethics declarations

Conflict of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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

Zhang, N., Liang, J. & Li, D. PID Output-Feedback Control and Filtering for Positive Roesser System. Circuits Syst Signal Process 43, 152–171 (2024). https://doi.org/10.1007/s00034-023-02484-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00034-023-02484-2

Keywords

Navigation