Title :
Optimal output feedback architecture for triangular LQG problems
Author :
Tanaka, T. ; Parrilo, Pablo A.
Author_Institution :
Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
Distributed control problems under some specific information constraints can be formulated as (possibly infinite dimensional) convex optimization problems. The underlying motivation of this work is to develop an understanding of the optimal decision making architecture for such problems. In this paper, we particularly focus on the N-player triangular LQG problems and show that the optimal output feedback controllers have attractive state space realizations. The optimal controller can be synthesized using a set of stabilizing solutions to 2N linearly coupled algebraic Riccati equations, which turn out to be easily solvable under reasonable assumptions.
Keywords :
Riccati equations; convex programming; distributed control; feedback; linear quadratic control; multidimensional systems; state-space methods; N-player triangular LQG problem; convex optimization problem; distributed control problem; infinite dimensional problem; linearly coupled algebraic Riccati equation; optimal decision making architecture; optimal output feedback architecture; optimal output feedback controller; state space realization; Aerospace electronics; Decentralized control; Linear systems; Observers; Riccati equations; Transfer functions; Decentralized control; Optimal control; Output feedback;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858989