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
fDate :
4/1/2012 12:00:00 AM
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;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2011.2170110