Output Feedback Control and Stabilization for Networked Control Systems With Packet Losses

This paper mainly considers the optimal measurement feedback control and stabilization for networked control systems (NCSs) with packet losses. The problems are involved with fundamental difficulties of separation principle and optimal estimation (conditional expectation) for multiplicative noise stochastic systems. First, the optimal estimator (conditional expectation) for NCSs with packet losses is derived and the optimal measurement feedback controller is obtained by using the maximum principle. The sufficient and necessary solvability condition of finite horizon measurement feedback control problem is first presented. Moreover, the asymptotic stability of the optimal estimator is studied. Finally, for the infinite horizon case, based on the introduction of a new Lyapunov function, which is defined with the optimal cost function, it is shown that the system is stabilizable in the mean square sense if and only if an algebraic Riccati equation admits a unique positive definite solution.

[1]  Nan Xiao,et al.  Feedback Stabilization of Discrete-Time Networked Systems Over Fading Channels , 2012, IEEE Transactions on Automatic Control.

[2]  Kevin Wise Control in an Information Rich World , 2001 .

[3]  Shu-Li Sun,et al.  Optimal Linear Filters for Discrete-Time Systems With Randomly Delayed and Lost Measurements With/Without Time Stamps , 2013, IEEE Transactions on Automatic Control.

[4]  Li Qiu,et al.  Network-Based Robust $\mathscr {H}_{2}/\mathscr {H}_\infty $ Control for Linear Systems With Two-Channel Random Packet Dropouts and Time Delays , 2015, IEEE Transactions on Cybernetics.

[5]  Ling Shi,et al.  Convergence and Mean Square Stability of Suboptimal Estimator for Systems With Measurement Packet Dropping , 2010, IEEE Transactions on Automatic Control.

[6]  R. E. Kalman,et al.  New Results in Linear Filtering and Prediction Theory , 1961 .

[7]  S. Joshi On Optimal Control of Linear Systems in the Presence of Multiplicative Noise , 1976, IEEE Transactions on Aerospace and Electronic Systems.

[8]  Peng Shi,et al.  Control of Nonlinear Networked Systems With Packet Dropouts: Interval Type-2 Fuzzy Model-Based Approach , 2015, IEEE Transactions on Cybernetics.

[9]  D. Hinrichsen,et al.  H∞-type control for discrete-time stochastic systems , 1999 .

[10]  Jan Lunze,et al.  Event-based control with communication delays and packet losses , 2012, Int. J. Control.

[11]  Xun Yu Zhou,et al.  Linear matrix inequalities, Riccati equations, and indefinite stochastic linear quadratic controls , 2000, IEEE Trans. Autom. Control..

[12]  Guo-Ping Liu,et al.  Modeling and Stabilization of Continuous-Time Packet-Based Networked Control Systems , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[13]  Huanshui Zhang,et al.  Infinite horizon linear quadratic optimal control for discrete‐time stochastic systems , 2008 .

[14]  Christoforos N. Hadjicostis,et al.  Feedback control utilizing packet dropping network links , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[15]  Yuanqing Xia,et al.  Networked Data Fusion With Packet Losses and Variable Delays , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[16]  Huanshui Zhang,et al.  Adapted and casual maximum principle and analytical solution to optimal control for stochastic multiplicative-noise systems with multiple input-delays , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[17]  Tamer Basar,et al.  Optimal control of LTI systems over unreliable communication links , 2006, Autom..

[18]  Linda Bushnell,et al.  Stability analysis of networked control systems , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[19]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

[20]  Peter J Seiler,et al.  Analysis of communication losses in vehicle control problems , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[21]  Bruno Sinopoli,et al.  Foundations of Control and Estimation Over Lossy Networks , 2007, Proceedings of the IEEE.

[22]  Nasser E. Nahi,et al.  Optimal recursive estimation with uncertain observation , 1969, IEEE Trans. Inf. Theory.

[23]  Wei Zhang,et al.  Stability of networked control systems , 2001 .

[24]  Fuwen Yang,et al.  Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).