Title :
Decentralized LQG control of systems with a broadcast architecture
Author :
Lessard, Laurent
Author_Institution :
Dept. of Autom. Control, Lund Univ., Lund, Sweden
Abstract :
In this paper, we consider dynamical subsystems interconnected in a broadcast architecture. In the broadcast-out case, the root node can affect several leaf nodes, but the leaf nodes do not affect any other nodes. Each subsystem is locally controlled via output feedback, and the controllers can communicate according to a structure that parallels the dynamic coupling between subsystems. Explicit state-space realizations for the optimal controllers are derived using a spectral factorization approach. An interpretation of the controller states is also provided in terms of optimal state estimators. We also address the dual broadcast-in case, where there is a single leaf node affected by multiple root nodes.
Keywords :
decentralised control; feedback; linear quadratic Gaussian control; matrix decomposition; state estimation; broadcast architecture; broadcast-out case; decentralized LQG control; dual broadcast-in case; dynamic coupling; dynamical subsystems; leaf nodes; multiple root nodes; optimal state estimators; output feedback; spectral factorization approach; state-space realizations; Cost function; Covariance matrix; Output feedback; Riccati equations; Standards;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426441