Observer-based H∞ control for networked systems with consecutive packet delays and losses

This paper considers the control problem for networked control systems (NCSs) with unreliable data communication. The unreliable data communication simultaneously exists in both control channel (from controller to actuator) and measurement channel (from sensor to controller) and may cause consecutive packet delays and losses. A new model is established based on all possible consecutive packet delays and losses. The observer-based controller is designed to exponentially stabilize the networked system in the sense of mean square, and also achieve the prescribed H∞ disturbance attenuation level. An iterative algorithm is developed to compute the optimal H∞ disturbance attenuation and the controller parameters by solving the semi-definite programming problem via interior-point approach. An illustrative example is provided to show the applicability of the proposed method.

[1]  Hu Shousong,et al.  Brief Stochastic optimal control and analysis of stability of networked control systems with long delay , 2003 .

[2]  Raja Sengupta,et al.  An H/sub /spl infin// approach to networked control , 2005, IEEE Transactions on Automatic Control.

[3]  Heinz Schättler,et al.  Time-stamped model predictive control: an algorithm for control of processes with random delays , 2004, Comput. Chem. Eng..

[4]  Guang-Hong Yang,et al.  H/sub /spl infin// control of networked control systems with time delay and packet disordering , 2007 .

[5]  Graham C. Goodwin,et al.  A moving horizon approach to Networked Control system design , 2004, IEEE Transactions on Automatic Control.

[6]  Asok Ray,et al.  Output Feedback Control Under Randomly Varying Distributed Delays , 1994 .

[7]  T. Tarn,et al.  Observers for nonlinear stochastic systems , 1975, 1975 IEEE Conference on Decision and Control including the 14th Symposium on Adaptive Processes.

[8]  Lihua Xie,et al.  Optimal linear estimation for systems with multiple packet dropouts , 2008, Autom..

[9]  Tongwen Chen,et al.  Optimal ${\cal H}_{2}$ Filtering in Networked Control Systems With Multiple Packet Dropout , 2007, IEEE Transactions on Automatic Control.

[10]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[11]  Umit Ozguner,et al.  Stability of linear feedback systems with random communication delays , 1994 .

[12]  Andrey V. Savkin,et al.  Optimal control of networked systems via asynchronous communication channels with irregular delays , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[13]  Sirish L. Shah,et al.  Optimal H2 filtering with random sensor delay, multiple packet dropout and uncertain observations , 2007, Int. J. Control.

[14]  Y. Tipsuwan,et al.  Control methodologies in networked control systems , 2003 .

[15]  Fuwen Yang,et al.  H∞ control for networked systems with random communication delays , 2006, IEEE Trans. Autom. Control..

[16]  Stephen P. Boyd,et al.  Semidefinite Programming , 1996, SIAM Rev..

[17]  Ilya V. Kolmanovsky,et al.  Optimal control of continuous-time linear systems with a time-varying, random delay , 2001, Syst. Control. Lett..

[18]  Wen-an Zhang,et al.  Output Feedback Stabilization of Networked Control Systems With Packet Dropouts , 2007, IEEE Transactions on Automatic Control.

[19]  Jing Wu,et al.  Design of Networked Control Systems With Packet Dropouts , 2007, IEEE Transactions on Automatic Control.

[20]  Björn Wittenmark,et al.  Stochastic Analysis and Control of Real-time Systems with Random Time Delays , 1999 .

[21]  N. Tsai,et al.  Stochastic optimal control under randomly varying distributed delays , 1997 .

[22]  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).

[23]  Nathan van de Wouw,et al.  Stability of Networked Control Systems With Uncertain Time-Varying Delays , 2009, IEEE Transactions on Automatic Control.

[24]  Biao Huang,et al.  A new method for stabilization of networked control systems with random delays , 2005, Proceedings of the 2005, American Control Conference, 2005..

[25]  Fuwen Yang,et al.  Robust $H_{\infty }$ Control With Missing Measurements and Time Delays , 2007, IEEE Transactions on Automatic Control.

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

[27]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.