• DocumentCode
    2570211
  • Title

    ℋ2 Optimal model reduction of linear dynamical systems

  • Author

    Ahmad, Mian Ilyas ; Jaimoukha, Imad ; Frangos, Michalis

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    5368
  • Lastpage
    5371
  • Abstract
    In this paper we consider the ℋ2 optimal model reduction problem which has important applications in system approximation and has received considerable attention in the literature. An important link between special cases of this problem and rational interpolation using Krylov projection methods has been recently established. We use this link to derive a solution in the special case when the original system is single input single output (SISO) and the approximation has first order. We also indicate extensions to higher order approximations. Finally, we give a few examples to illustrate our procedure.
  • Keywords
    H∞ control; approximation theory; dynamics; interpolation; linear systems; ℋ2 optimal model reduction; Krylov projection method; higher order approximation; linear dynamical system; rational interpolation; single input single output; system approximation; Approximation algorithms; Eigenvalues and eigenfunctions; Heuristic algorithms; Interpolation; Reduced order systems; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5717292
  • Filename
    5717292