• DocumentCode
    393353
  • Title

    Reduced-order modeling based on Prony´s and Shank´s methods via the bilinear transformation

  • Author

    Mansour, Makram M. ; Mehrotra, Amit

  • Author_Institution
    ECE Dept., Illinois Univ., Urbana, IL, USA
  • fYear
    2003
  • fDate
    24-26 March 2003
  • Firstpage
    299
  • Lastpage
    304
  • Abstract
    In this paper, we propose a new model-order reduction technique for linear dynamic systems. The idea behind this technique is to transform the dynamic system function from the s-domain into the z-domain via the bilinear transformation, then use Prony´s or Shank´s least-squares approximation methods instead of the commonly employed Pade approximation method, and finally transform the reduced system back into the s-domain using the inverse bilinear transformation. Simulation results for large practical systems show that this technique based on Prony´s and Shank´s methods give much higher accuracy than the traditional Pade method. and result in lower-order approximations with negligible increase in simulation time.
  • Keywords
    bilinear systems; least squares approximations; linear network analysis; linear systems; reduced order systems; transfer functions; Pade approximation method; Prony method; Shank methods; bilinear transformation; inverse bilinear transformation; least squares approximation; linear dynamic systems; reduced order modeling; s domain; simulation time; z domain; Approximation methods; Computational modeling; Equations; Error correction; Frequency; Function approximation; Interpolation; Nonlinear dynamical systems; Performance analysis; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Quality Electronic Design, 2003. Proceedings. Fourth International Symposium on
  • Print_ISBN
    0-7695-1881-8
  • Type

    conf

  • DOI
    10.1109/ISQED.2003.1194749
  • Filename
    1194749