Networked predictive control of constrained linear systems with stability guarantee

This paper investigates the problem of stabilizing predictive control for networked control systems with state and input constraints. Both sensor-to-controller and controller-to-actuator delays are considered and described by a multirate method. The control scheme is characterized as a constrained finite horizon predictive control optimization problem with a multirate network-induced delays compensation strategy. It is shown that the proposed predictive controller not only efficiently reduces the negative effects of the network-induced delays but also guarantees the closed-loop stability and constraints satisfaction. Simulation studies are used to investigate the efficiency of the derived method.

[1]  Thomas Parisini,et al.  Networked predictive control of constrained nonlinear systems: Recursive feasibility and Input-to-State Stability analysis , 2009, 2009 American Control Conference.

[2]  James Lam,et al.  A new delay system approach to network-based control , 2008, Autom..

[3]  Tongwen Chen,et al.  Model predictive control for networked control systems , 2009 .

[4]  Qixin Zhu,et al.  Stochastic optimal control and analysis of stability of networked control systems with long delay , 2003, Autom..

[5]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[6]  Zhi-Hong Guan,et al.  Stabilization of Networked Control Systems with Random Delays: A New Multirate Method , 2008 .

[7]  Shaoyuan Li,et al.  A synthesis approach of on-line constrained robust model predictive control , 2004, Autom..

[8]  Hai Lin,et al.  Stability and persistent disturbance attenuation properties for a class of networked control systems: switched system approach , 2005 .

[9]  Panos J. Antsaklis,et al.  Guest Editorial Special Issue on Networked Control Systems , 2004, IEEE Trans. Autom. Control..

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

[11]  Tongwen Chen,et al.  A new method for stabilization of networked control systems with random delays , 2005 .

[12]  Clarence W. de Silva,et al.  Compensation for transmission delays in an ethernet-based control network using variable-horizon predictive control , 2006, IEEE Transactions on Control Systems Technology.

[13]  James Lam,et al.  Stabilization of Networked Control Systems With a Logic ZOH , 2009, IEEE Transactions on Automatic Control.

[14]  Shuang-Hua Yang,et al.  Multirate Control in Internet-Based Control Systems , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

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

[16]  João Pedro Hespanha,et al.  A Survey of Recent Results in Networked Control Systems , 2007, Proceedings of the IEEE.

[17]  Senchun Chai,et al.  Design and stability analysis of networked control systems with random communication time delay using the modified MPC , 2006 .