DocumentCode
184210
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
fYear
2014
fDate
4-6 June 2014
Firstpage
5730
Lastpage
5735
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;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2014
Conference_Location
Portland, OR
ISSN
0743-1619
Print_ISBN
978-1-4799-3272-6
Type
conf
DOI
10.1109/ACC.2014.6858989
Filename
6858989
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