Abstract
This paper investigates the H 2/H ∞ control problem for a class of discrete-time networked control systems with random communication time delays. Both sensor-to-controller (S-C) and controller-to-actuator (C-A) random network-induced delays are considered. Two independent Markov chains are used to model the S-C and C-A random delays. The resulting closed-loop system is a jump linear time-delay system induced by two Markov chains. Sufficient conditions for existence of H 2/H ∞ controller are established by free-weighting matrix and stochastic Lyapunov functions. A simulation example illustrates the effectiveness of the proposed method.
Similar content being viewed by others
References
Zhang W, Branicky M S, Phillips S M. Stability of networked control systems. IEEE Control Syst Mag, 2001, 21: 84–99
Walsh G C, Ye H, Bushnell L G. Stability analysis of networked control systems. IEEE Trans Control Syst Tech, 2002, 10: 438–446
Yang T C. Networked control systems: A brief survey. Proc IEE Control Theory Appl, 2006, 153: 403–412
Ji K, Kim W J. Robust control for networked control systems with admissible parameter uncertainties. Int J Control Autom Syst, 2007, 5: 372–378
Jia T G, Niu Y G, Wang X Y. H ∞ control for networked systems with data packet dropout. Int J Control Autom Syst, 2010, 8: 198–203
Zhang L Q, Shi Y, Chen T, et al. A new method for stabilization of networked control systems with random delays. IEEE Trans Autom Control, 2005, 50: 1177–1181
Shi Y, Yu B. Output feedback stabilization of networked control systems with random delays modeled by Markov chains. IEEE Trans Autom Control, 2009, 54: 1668–1674
Che W W, Wang J L, Yang G H. Observer-based H ∞ control in multiple channel networked control systems with random packet dropouts. J Control Theory Appl, 2010, 8: 359–367
Zhang W A, Yu L. Modeling and control of networked control systems with both network-induced delay and packetdropout. Automatica, 2008, 44: 3206–3210
Cloosterman M B G, Wouw N van de, Heemels W P M H, et al. Stability of networked control systems with uncertain time-varying delays. IEEE Trans Autom Control, 2009, 54: 1575–1579
Hu S S, Zhu Q X. Stochastic optimal control and analysis of networked control systems with long delay. Automatica, 2003, 39: 1877–1884
Zou Y Y, Li S Y. Receding horizon estimation to networked control systems with multirate scheme. Sci China Ser F-Inf Sci, 2009, 52: 1103–1112
Wang X H, Yang Z Q, Qian Q, et al. Analysis and control of networked control systems with time-delay and stochastic packet-dropout process. In: Chinese Control and Decision Conference, Shanghai, 2010. 1936–1941
Xie D X, Han X D, Huang H, et al. Research on robust mean square stability of networked control systems with packet dropout. J Syst Eng Electr, 2010, 21: 95–101
Shi Y, Yu B, Huang J. Mixed H 2/H ∞ control of networked control systems with random delay modeled by Markov chains. In: 2009 American Control Conference, St. Louis, Mo, 2009. 4038–4043
Zhang W H, Huang Y L, Xie L H. Infinite horizon stochastic H 2/H ∞ control for discrete-time systems with state and disturbance dependent noise. Automatica, 2008, 44: 2306–2316
Chen B S, Zhang W. Stochastic H 2/H ∞ control with state-dependent noise. IEEE Trans Autom Control, 2004, 49: 45–57
Muradore R, Picci G. Mixed H 2/H ∞ control: The discrete-time case. Syst Control Lett, 54: 1–13
Costa O L V, Marques R P. Mixed H 2/H ∞ control of discrete-time Markovian jump linear systems. IEEE Trans Autom Control, 1998, 43: 95–100
Khargonekar P P, Rotea M A. Mixed H 2/H ∞ control: A convex optimization approach. IEEE Trans Autom Control, 1991, 36: 824–837
Du C L, Xie L H, Teoh J N, et al. An improved mixed H 2/H ∞ control design for hard disk drives. IEEE Trans Autom Control, 2005, 13: 832–839
Li S B, Sun Y X. Networked guaranteed cost control for uncertain discrete-time Markovian jump linear systems. Dynam Contin, Discrete Impuls Syst Ser B: Appl Algor, 2008, 15: 129–146
Zhang L X, Boukas E K, Lam J. Analysis and synthesis of Markov jump linear systems with time-varying delays and partially known transition probabilities. IEEE Trans Autom Control, 2008, 53: 2458–2464
Wang Y F, Wang C H, Huang X. Guaranteed cost control with random communication delays via jump linear system approach. In: The 8th International Conference on Control, Automation, Robotics and Vision, Kunming, China, 2004. 298–303
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Qiu, L., Xu, B. & Li, S. H 2/H ∞ control of networked control system with random time delays. Sci. China Inf. Sci. 54, 2615–2630 (2011). https://doi.org/10.1007/s11432-011-4463-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11432-011-4463-9