• DocumentCode
    2515228
  • Title

    Model reduction of linear systems over finite-frequency intervals via frequency-dependent balanced truncation: Singleton case

  • Author

    Du, Xin ; Yang, Guanghong ; Ye, Dan

  • Author_Institution
    Fac. of Electr. Eng., Math. & Comput. Sci., Shanghai Univ., Shanghai, China
  • fYear
    2011
  • fDate
    23-25 May 2011
  • Firstpage
    1374
  • Lastpage
    1376
  • Abstract
    The finite-frequency model reduction problem (FFMRP) was revisited, reformulated and rediscovered in this paper. Inspired by the Generalized KYP (GKYP) Lemma and classic balanced truncation (BT) method, it is conceived and believed that there exists a generalized frequency dependent balanced truncation (FDBT) method solving the FFMRP perfectly. For the special singleton case (i.e. the system´s operating at a fixed frequency), the conceived FDBT was successful developed. FDBT generate reduced-order model with an explicit frequency dependent approximation error bound which is not greater than the error bound obtained by the classic BT. A ladder RLC circuit example was carried out to illustrate the advantage of FDBT. Although the FDBT in this paper was incomplete and cannot deal with the general finite-frequency cases, it is believed that this results paved the way for the final solution of FFMRP.
  • Keywords
    reduced order systems; approximation error bound; classic balanced truncation; finite-frequency intervals; finite-frequency model reduction problem; frequency-dependent balanced truncation; generalized KYP lemma; linear systems; reduced-order model; Equations; Frequency control; Frequency dependence; Mathematical model; Observability; Reduced order systems; Time frequency analysis; Balanced Truncation; Finite frequency; Generalized Kalman-Yakubovich-Popov (GKYP) lemma; Model reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2011 Chinese
  • Conference_Location
    Mianyang
  • Print_ISBN
    978-1-4244-8737-0
  • Type

    conf

  • DOI
    10.1109/CCDC.2011.5968404
  • Filename
    5968404