• 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