• DocumentCode
    529157
  • Title

    H2 model reduction using an algebraic approach

  • Author

    Kanno, Masaaki

  • Author_Institution
    Inst. of Sci. & Technol., Niigata Univ., Niigata, Japan
  • fYear
    2010
  • fDate
    18-21 Aug. 2010
  • Firstpage
    2705
  • Lastpage
    2708
  • Abstract
    This paper proposes a solution approach to the H2 model reduction problem based on an algebraic method called Gröbner bases. In the proposed approach, a necessary optimality condition is reduced to a set of algebraic equations in terms of the coefficients of the characteristic polynomial of the approximant and an axillary polynomial. Then, all the solutions yielding candidate approximants are computed by means of Gröbner bases, and the optimal approximant which is a real stable system minimizing the H2 error is chosen from all the candidates. Numerical examples are given to demonstrate the suggested approach.
  • Keywords
    H control; linear systems; polynomial approximation; reduced order systems; Grobner basis; H2 model reduction; algebraic equation; approximant polynomial; axillary polynomial; linear dynamical system; optimal approximant; Approximation methods; Linear systems; Mathematical model; Polynomials; Reduced order systems; Shape; Gröbner bases; H2-norm; linear dynamical systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference 2010, Proceedings of
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4244-7642-8
  • Type

    conf

  • Filename
    5602329