Title :
Guaranteed Cost Control for Networked Control Systems Based on an Improved Predictive Control Method
Author :
Wang, Rui ; Liu, Guo-Ping ; Wang, Wei ; Rees, David ; Zhao, Yunbo B.
Author_Institution :
Fac. of Adv. Technol., Univ. of Glamorgan, Pontypridd, UK
Abstract :
This brief deals with the problem of guaranteed cost control for a class of uncertain networked control systems with time-varying delay. An improved predictive controller design strategy is proposed to compensate for the delay and data dropout in both the forward and backward channels to achieve the desired control performance. The varying controller gains which are designed to vary with delays can lead to less conservative results. Meanwhile, an algorithm involving a convex optimization problem is presented to achieve a suboptimal guaranteed cost. Furthermore, a numerical simulation and a practical experiment are given to illustrate the effectiveness of the proposed method.
Keywords :
control system synthesis; convex programming; cost optimal control; delays; distributed control; predictive control; time-varying systems; uncertain systems; backward channels; convex optimization problem; forward channel; guaranteed cost control; improved predictive controller design strategy; time-varying delay; uncertain networked control systems; Communication system control; Control systems; Cost function; Delay effects; Delay systems; Networked control systems; Numerical simulation; Performance analysis; Predictive control; Time varying systems; Guaranteed cost control; linear matrix inequalities (LMIs); networked control system (NCS); predictive control; switched systems;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2009.2035611