Abstract
This chapter first introduces the concept of networked control systems (NCSs) and the properties of network constraints and the design challenges for NCSs. Following this, the basic principle of receding horizon control (RHC) is briefly introduced. Then the overview of the RHC-based strategy for networked systems and distributed RHC for large-scale systems are provided, following which the motivations of the book are presented. Finally, the outline of this book and the conclusion of this chapter are provided.
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References
Antsaklis, P., Baillieul, J.: Guest editorial special issue on networked control systems. IEEE Trans. Autom. Control 49(9), 1421–1423 (2004)
Baillieul, J., Antsaklis, P.J.: Control and communication challenges in networked real-time systems. Proc. IEEE 95(1), 9–28 (2007)
Camponogara, E., Jia, D., Krogh, B.H., Talukdar, S.: Distributed model predictive control. IEEE Control Syst. Mag. 22(1), 44–52 (2002)
Chatterjee, D.: Studies on Stability and Stabilization of Randomly Switched Systems. Ph.D. thesis, University of Illinois (2007)
Chen, I.-R., Speer, A.P., Eltoweissy, M.: Adaptive fault-tolerant qos control algorithms for maximizing system lifetime of query-based wireless sensor networks. IEEE Trans. Dependable Secur. Comput. 8(2), 161–176 (2011)
Chen, J., Irwin, G.W., McKernan, A.: Packet-based robust mpc for wireless networked control using co-design. In: American Control Conference, pp. 1829–1834. Marriott Waterfront, Baltimore, MD, USA (2010)
Dunbar, W.B.: Distributed receding horizon control of dynamically coupled nonlinear systems. IEEE Trans. Autom. Control 52(7), 1249–1263 (2007)
Dunbar, W.B., Caveney, D.S.: Distributed receding horizon control of vehicle platoons: stability and string stability. IEEE Trans. Autom. Control 57(3), 620–633 (2012)
Dunbar, W.B., Murray, R.M.: Distributed receding horizon control for multi-vehicle formation stabilization. Automatica 42(4), 549–558 (2006)
Farina, M., Scattolini, R.: Distributed predictive control: a non-cooperative algorithm with neighbor-to-neighbor communication for linear systems. Automatica 48(6), 1088–1096 (2012)
Ferrari-Trecate, G., Galbusera, L., Marciandi, M.P.E., Scattolini, R.: Model predictive control schemes for consensus in multi-agent systems with single-and double-integrator dynamics. IEEE Trans. Autom. Control 54(11), 2560–2572 (2009)
Fidalgo, J.N., Lopes, J.A.P., Miranda, V.: Neural networks applied to preventive control measures for the dynamic security of isolated power systems with renewables. IEEE Trans. Power Syst. 11(4), 1811–1816 (1996)
Franco, E., Magni, L., Parisini, T., Polycarpou, M.M., Raimondo, D.M.: Cooperative constrained control of distributed agents with nonlinear dynamics and delayed information exchange: a stabilizing receding-horizon approach. IEEE Trans. Autom. Control 53(1), 324–338 (2008)
Franco, E., Parisini, T., Polycarpou, M.M.: Design and stability analysis of cooperative receding-horizon control of linear discrete-time agents. Int. J. Robust Nonlinear Control 17(10–11), 982–1001 (2007)
Goodwin, G.C., Haimovich, H., Quevedo, D.E., Welsh, J.S.: A moving horizon approach to networked control system design. IEEE Trans. Autom. Control 49(9), 1427–1445 (2004)
Gopalsamy, K., He, X.-Z.: Delay-independent stability in bidirectional associative memory networks. IEEE Trans. Neural Netw. 5(6), 998–1002 (1994)
Gupta, R.A., Mo-Yuen, C.: Networked control system: overview and research trends. IEEE Trans. Ind. Electron. 57(7), 2527–2535 (2010)
He, Y., Wu, M., She, J.H.: Delay-dependent exponential stability of delayed neural networks with time-varying delay. IEEE Trans. Circuits Syst. II Express Briefs 53(7), 553–557 (2006)
Heidarinejad, M., Liu, J., Muñoz de la Peña, D., Davis, J.F., Christofides, P.D.: Multirate Lyapunov-based distributed model predictive control of nonlinear uncertain systems. J. Process Control 21(9), 1231–1242 (2011)
Heidarinejad, M., Liu, J., Muñoz de la Peña, D., Davis, J.F., Christofides, P.D.: Handling communication disruptions in distributed model predictive control. J. Process Control 21(1), 173–181 (2011)
Hespanha, J.P., Naghshtabrizi, P., Xu, Y.: A survey of recent results in networked control systems. Proc. IEEE 95(1), 138–162 (2007)
Hetel, L., Daafouz, J., Iung, C.: Stabilization of arbitrary switched linear systems with unknown time-varying delays. IEEE Trans. Autom. Control 51(10), 1668–1674 (2006)
Hirche, S., Matiakis, T., Buss, M.: A distributed controller approach for delay-independent stability of networked control systems. Automatica 45(8), 1828–1836 (2009)
Hong, S.: Bandwidth allocation scheme for cyclic-service fieldbus networks. IEEE/ASME Trans. Mechatron. 6(2), 197–204 (2001)
Huang, D., Nguang, S.K.: State feedback control of uncertain networked control systems with random time delays. IEEE Trans. Autom. Control 53(3), 829–833 (2008)
Huang, M., Dey, S.: Stability of kalman filtering with markovian packet losses. Automatica 43(4), 598–607 (2007)
Jia, D., Krogh, B.: Min-max feedback model predictive control for distributed control with communication. In: Proceedings of the 2002 American Control Conference, vol. 6, pp. 4507–4512 (2002)
Jiang, X., Han, Q.-L., Liu, S., Xue, A.: A new \(H_{\infty }\) stabilization criterion for networked control systems. IEEE Trans. Autom. Control 53(4), 1025–1032 (2008)
Johansson, B., Speranzon, A., Johansson, M., Johansson, K.H.: On decentralized negotiation of optimal consensus. Automatica 44(4), 1175–1179 (2008)
Keviczky, T.: Francesco Borrelli, and Gary J. Balas. Decentralized receding horizon control for large scale dynamically decoupled systems. Automatica 42(12), 2105–2115 (2006)
Keviczky, T., Johansson, K.H.: A study on distributed model predictive consensus (2008). arXiv:0802.4450
Li, H., Shi, Y.: Networked min-max model predictive control of constrained nonlinear systems with delays and packet dropouts. Int. J. Control 86(4), 610–624 (2013)
Li, H., Shi, Y.: Robust output feedback model predictive control for constrained linear systems with intermittent measurement. Syst. Control Lett. 62(4), 345–354 (2013)
Li, H., Shi, Y.: Network-based predictive control for constrained nonlinear systems with two-channel packet dropouts. IEEE Trans. Ind. Electron. 61(3), 1574–1582 (2014)
Li, Z., Wang, W., Jiang, Y.: Brief paper: Intelligent scheduling and optimisation for resource-constrained networks. IET Control Theory Appl. 4(12), 2982–2992 (2010)
Liu, G.P.: Predictive controller design of networked systems with communication delays and data loss. IEEE Trans. Circuits Syst. II Express Briefs 57(6), 481–485 (2010)
Liu, G.-P., Chai, S.C., Mu, J.X., Rees, D.: Networked predictive control of systems with random delay in signal transmission channels. Int. J. Syst. Sci. 39(11), 1055–1064 (2008)
Liu, G.-P., Xia, Y., Chen, J., Rees, D., Hu, W.: Networked predictive control of systems with random network delays in both forward and feedback channels. IEEE Trans. Ind. Electron. 54(3), 1282–1297 (2007)
Liu, J., Chen, X., de la Peña, D.M., Christofides, P.D.: Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. AIChE J. 56(8), 2137–2149 (2010)
Liu, J., Chen, X., de la Peña, D.M., Christofides, P.D.: Iterative distributed model predictive control of nonlinear systems: Handling asynchronous, delayed measurements. IEEE Trans. Autom. Control 57(2), 528–534 (2012)
Liu, J., de la Peña, D.M., Christofides, P.D.: Distributed model predictive control of nonlinear process systems. AIChE J. 55(5), 1171–1184 (2009)
Liu, J., Muñoz de la Peña, D., Christofides, P.D.: Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements. Automatica 46(1), 52–61 (2010)
Liu, J., Muñoz de la Peña, D., Christofides, P.D., Davis, J.F.: Lyapunov-based model predictive control of nonlinear systems subject to time-varying measurement delays. Int. J. Adapt. Control Signal Process. 23(8), 788–807 (2009)
Ma, W.J., Gupta, V.: Input-to-state stability of hybrid systems with receding horizon control in the presence of packet dropouts. Automatica 48(8), 1920–1923 (2012)
Matiakis, T., Hirche, S., Buss, M.: Control of networked systems using the scattering transformation. IEEE Trans. Control Syst. Technol. 17(1), 60–67 (2009)
Mayne, D.Q.: Model predictive control: Recent developments and future promise. Automatica 50(12), 2967–2986 (2014)
Mayne, D.Q., Rawlings, J.B., Rao, C.V., Scokaert, P.O.: Constrained model predictive control: stability and optimality. Automatica 36(6), 789–814 (2000)
Mori, T., Fukuma, N., Kuwahara, M.: Delay-independent stability criteria for discrete-delay systems. IEEE Trans. Autom. Control 27(4), 964–966 (1982)
Motee, N., Sayyar-Rodsari, B.: Optimal partitioning in distributed model predictive control. In: Proceedings of the 2003 American Control Conference, vol. 6, pp. 5300–5305 (2003)
Muñoz de la Peña, D., Christofides, P.D.: Lyapunov-based model predictive control of nonlinear systems subject to data losses. IEEE Trans. Autom. Control 53(9), 2076–2089 (2008)
Muñoz de la Peña, D., Christofides, P.D.: Output feedback control of nonlinear systems subject to sensor data losses. Syst. Control Lett. 57(8), 631–642 (2008)
Niculescu, S.-I., de Souza, C.E., Dugard, L., Dion, J.-M.: Robust exponential stability of uncertain systems with time-varying delays. IEEE Trans. Autom. Control 43(5), 743–748 (1998)
Nilsson, J., Bernhardsson, B., Wittenmark, B.: Stochastic analysis and control of real-time systems with random time delays. Automatica 34(1), 57–64 (1998)
Pin, G., Parisini, T.: Networked predictive control of uncertain constrained nonlinear systems: recursive feasibility and input-to-state stability analysis. IEEE Trans. Autom. Control 56(1), 72–87 (2011)
Polushin, I.G., Liu, P.X., Lung, C.-H.: On the model-based approach to nonlinear networked control systems. Automatica 44(9), 2409–2414 (2008)
Qin, S.J., Badgwell, T.A.: A survey of industrial model predictive control technology. Control Eng. Pr. 11(7), 733–764 (2003)
Qin, S.J., Badgwell, T.A.: An overview of nonlinear model predictive control applications. In: Nonlinear Predictive Control, Verlag-Springer (2000)
Quevedo, D.E., Nesic, D.: Input-to-state stability of packetized predictive control over unreliable networks affected by packet-dropouts. IEEE Trans. Autom. Control 56(2), 370–375 (2011)
Quevedo, D.E., Nešić, D.: Robust stability of packetized predictive control of nonlinear systems with disturbances and markovian packet losses. Automatica 48, 1803–1811 (2012)
Quevedo, D.E., Østergaard, J., Nešić, D.: Packetized predictive control of stochastic systems over bit-rate limited channels with packet loss. IEEE Trans. Autom. Control 56(12), 2854–2868 (2011)
Rawlings, J.B.: Tutorial overview of model predictive control. IEEE Control Syst. Mag. 20(3), 38–52 (2000)
Rawlings, J.B., Stewart, B.T.: Coordinating multiple optimization-based controllers: New opportunities and challenges. J. Process Control 18(9), 839–845 (2008)
Reble, M., Quevedo, D.E., Allgöwer, F.: Control over erasure channels: stochastic stability and performance of packetized unconstrained model predictive control. Int. J. Robust Nonlinear Control, 1151–C1167 (2013)
Richards, A., How, J.P.: Robust distributed model predictive control. Int. J. Control 80(9), 1517–1531 (2007)
Scattolini, R.: Architectures for distributed and hierarchical model predictive control - a review. J. Process Control 19(5), 723–731 (2009)
Shen, B., Wang, Z., Shu, H., Wei, G.: \(\mathit{H}_{\infty }\) filtering for nonlinear discrete-time stochastic systems with randomly varying sensor delays. Automatica 45(4), 1032–1037 (2009)
Shi, Y., Yu, B.: Output feedback stabilization of networked control systems with random delays modeled by markov chains. IEEE Trans. Autom. Control 54(7), 1668–1674 (2009)
Shi, Y., Yu, B.: Robust mixed \(H_2 / H_\infty \) control of networked control systems with random time delays in both forward and backward communication links. Automatica 47(4), 754–760 (2011)
Sinopoli, B., Schenato, L., Franceschetti, M., Poolla, K., Jordan, M.I., Sastry, S.S.: Kalman filtering with intermittent observations. IEEE Trans. Autom. Control 49(9), 1453–1464 (2004)
Stewart, B.T., Venkat, A.N., Rawlings, J.B., Wright, S.J., Pannocchia, G.: Cooperative distributed model predictive control. Syst. Control Lett. 59(8), 460–469 (2010)
Stewart, B.T., Wright, S.J., Rawlings, J.B.: Cooperative distributed model predictive control for nonlinear systems. J. Process Control 21(5), 698–704 (2011)
Tang, P.L., de Silva, C.W.: Compensation for transmission delays in an ethernet-based control network using variable-horizon predictive control. IEEE Trans. Control Syst. Technol. 14(4), 707–718 (2006)
Tsumura, K., Ishii, H., Hoshina, H.: Tradeoffs between quantization and packet loss in networked control of linear systems. Automatica 45(12), 2963–2970 (2009)
Venkat, A.N., Hiskens, I.A., Rawlings, J.B., Wright, S.J.: Distributed MPC strategies with application to power system automatic generation control. IEEE Trans. Control Syst. Technol. 16(6), 1192–1206 (2008)
Walsh, G.C., Hong, Y., Bushnell, L.G.: Stability analysis of networked control systems. IEEE Trans. Control Syst. Technol. 10(3), 438–446 (2002)
Wang, R., Liu, G.P., Wang, W., Rees, D., Zhao, Y.B.: \(\mathit{H}_\infty \) control for networked predictive control systems based on the switched lyapunov function method. IEEE Trans. Ind. Electron. 57(10), 3565–3571 (2010)
Wang, R., Liu, G.P., Wang, W., Rees, D., Zhao, Y.B.: Guaranteed cost control for networked control systems based on an improved predictive control method. IEEE Trans. Control Syst. Technol. 18(5), 1226–1232 (2010)
Wang, Z., Ho, D.W.C., Liu, Y., Liu, X.: Robust \(H_\infty \) control for a class of nonlinear discrete time-delay stochastic systems with missing measurements. Automatica 45, 684–691 (2009)
Wu, J., Zhang, L., Chen, T.: Model predictive control for networked control systems. Int. J. Robust Nonlinear Control 19(9), 1016–1035 (2008)
Xia, Y., Liu, G.P., Fu, M., Rees, D.: Predictive control of networked systems with random delay and data dropout. IET Control Theory Appl. 3(11), 1476–1486 (2009)
Xie, L.: Control over communication networks: trend and challenges in integrating control theory and information theory. In: Proceedings of the 30th Chinese Control Conference (CCC), pp. 35–39 (2011)
Xue, B., Li, N., Li, S., Zhu, Q.: Robust model predictive control for networked control systems with quantisation. IET Control Theory Appl. 4(12), 2896–2906 (2010)
Yang, T.C.: Networked control system: a brief survey. IEE Proc. Control Theory Appl. 153(4), 403–412 (2006)
Yu, B., Shi, Y., Huang, J.: Modified generalized predictive control of networked systems with application to a hydraulic position control system. ASME J. Dyn. Syst. Meas. Control, 133(3) (2011)
Yue, D., Peng, C., Tang, G.Y.: Guaranteed cost control of linear systems over networks with state and input quantisations. IEE Proc. Control Theory Appl. 153(6), 658–664 (2006)
Zampieri, S.: Trends in networked control systems. In: 17th IFAC World Congress, pp. 2886–2894 (2008)
Zhang, H., Shi, Y., Saadat, A.: Mehr. Robust energy-to-peak filtering for networked systems with time-varying delays and randomly missing data. IET Control Theory Appl. 4(12), 2921–2936 (2010)
Zhang, L., Shi, Y., Chen, T., Huang, B.: A new method for stabilization of networked control systems with random delays. IEEE Trans. Autom. Control 50(8), 1177–1181 (2005)
Zhang, W., Branicky, M.S., Phillips, S.M.: Stability of networked control systems. IEEE Control Syst. Mag. 21(1), 84–99 (2001)
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Li, H., Shi, Y. (2017). Introduction and Overview. In: Robust Receding Horizon Control for Networked and Distributed Nonlinear Systems. Studies in Systems, Decision and Control, vol 83. Springer, Cham. https://doi.org/10.1007/978-3-319-48290-3_1
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