Title :
Linear quadratic team theory revisited
Author_Institution :
Dept. of Autom. Control, Lund Univ.
Abstract :
A linear quadratic stochastic control problem is considered. The problem involves several different controllers acting as a team, but with access to different measurements. Under appropriate assumptions on communication delays between the controllers, a quadratic control objective can be optimized using finite-dimensional convex optimization. Versions of this problem has been discussed in economic literature, as well as in statistical decision theory. Some instances were solved in the 1960-70´s, but significant progress on convexity properties and the role of communication delays has recently been made. In this paper a stochastic criterion is optimized subject to communication delays. Control of vehicle formations is considered as an example
Keywords :
delays; linear quadratic control; multidimensional systems; optimisation; stochastic systems; communication delays; finite-dimensional convex optimization; linear quadratic stochastic control problem; linear quadratic team theory; quadratic control objective; stochastic criterion; Communication system control; Constraint optimization; Control theory; Decision making; Decision theory; Delay; Distributed control; Stochastic processes; Uncertainty; Vehicle dynamics;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1656453