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.
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References
K.H. Ang, G. Chong, Y. Li, PID control system analysis, design, and technology. IEEE Trans. Control Syst. Technol. 13(4), 559–576 (2005)
K.J. Åström, T. Hägglund, The future of PID control. Control Eng. Pract. 9(11), 1163–1175 (2001)
L. Benvenuti, A. De Santis, L. Farina, Positive Systems (Springer, Berlin, Heidelberg, 2003)
X. Chen, J. Lam, P. Li, Z. Shu, \(l_1\)-induced norm and controller synthesis of positive systems. Automatica 49(5), 1377–1385 (2013)
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)
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)
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)
E. Fornasini, G. Marchesini, State-space realization theory of two-dimensional filters. IEEE Trans. Autom. Control AC 21(4), 484–492 (1976)
E. Fornasini, G. Marchesini, Doubly-indexed dynamical systems: state-space models and structural properties. Math. Syst. Theory 12, 59–72 (1978)
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)
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)
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)
T. Kaczorek, Two-Dimensional Linear Systems (Springer, Berlin, Heidelberg, 1985)
T. Kaczorek, Positive 1D and 2D Systems (Springer, London, 2002)
F. Knorn, O. Mason, R. Shorten, On linear co-positive Lyapunov functions for sets of linear positive systems. Automatica 45(8), 1943–1947 (2009)
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)
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)
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)
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)
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)
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)
W. Ren, J. Xiong, Robust filtering for 2-D discrete-time switched systems. IEEE Trans. Autom. Control 66(10), 4747–4760 (2021)
R.P. Roesser, A discrete state-space model for linear image processing. IEEE Trans. Autom. Control AC 20(1), 1–10 (1975)
T. Samad, A survey on industry impact and challenges thereof. IEEE Control Syst. Mag. 37(1), 17–18 (2017)
S. Skogestad, Simple analytic rules for model reduction and PID controller tuning. Model. Identif. Control 25(2), 85–120 (2004)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
J. Zhang, Z. Han, J. Huang, Stabilization of discrete-time positive switched systems. Circuits Syst. Signal Process. 32(3), 1129–1145 (2013)
C. Zhao, L. Guo, Control of nonlinear uncertain systems by extended PID. IEEE Trans. Autom. Control 66(8), 3840–3847 (2021)
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)
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)
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)
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.
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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
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DOI: https://doi.org/10.1007/s00034-023-02484-2