• 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