DocumentCode
1337204
Title
Decentralized Control via Gröbner Bases and Variable Elimination
Author
Shin, Hyung Sik ; Lall, Sanjay
Author_Institution
Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
Volume
57
Issue
4
fYear
2012
fDate
4/1/2012 12:00:00 AM
Firstpage
1030
Lastpage
1035
Abstract
We consider the problem of optimal decentralized controller synthesis. There are several classes of such problems for which effective solution methods are known, including the quadratically invariant one. In this technical note, we use Gröbner bases and elimination theory to characterize all closed-loop maps achievable by forming a feedback loop with decentralized controllers. We show that this approach allows solution of a wide class of optimal decentralized control problems; it includes not only quadratically invariant problems under a technical condition but also some other problems which are not quadratically invariant.
Keywords
closed loop systems; control system synthesis; decentralised control; feedback; optimal control; Gröbner bases; closed-loop maps; effective solution methods; elimination theory; feedback loop; optimal decentralized controller synthesis; quadratically invariant problems; technical condition; variable elimination; Convex functions; Distributed control; Feedback loop; Geometry; Linear systems; Polynomials; Decentralized control; Gröbner basis; linear system; optimal control;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2011.2170110
Filename
6032072
Link To Document