Title :
LQG control networked controls of MIMO networked control system
Author :
Sun Lian-kun ; Wan Zhen-kai ; Zhang Gui-Ling
Author_Institution :
Comput. Sci. & Software Instn., Tianjin Polytech. Univ., Tianjin, China
Abstract :
The LQG controller for a class of MIMO networked control systems with bandwidth constraints is studied. A pair of periodic communication sequences are proposed to reduce the effect of bandwidth constraint. Under the proposed model, we amend the extended plant model to include ZOH for inputs, by augmenting the state to include those inputs which are not updated. The Kalman filtering and LQ optimal control for NCSs can be formulated as a standard LQG problem for an equivalent periodic system. Furthermore, the controller gain is obtained by using dynamic programming method. At last, a numerical example is given to verify the effectiveness of the result presented in this paper.
Keywords :
MIMO systems; control system synthesis; distributed control; dynamic programming; linear quadratic Gaussian control; Kalman filtering; LQ optimal control; LQG control design; MIMO networked control system; bandwidth constraints; dynamic programming; linear quadratic Gaussian control; periodic communication sequences; Actuators; Equations; Kalman filters; Networked control systems; Sensors; Stability analysis; Bandwidth Constraints; Communication Sequences; Dynamic programming; LQG Controller; Networked Control System;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6