• DocumentCode
    2410659
  • Title

    Model-order reduction based on Prony´s method

  • Author

    Mansour, Makram M. ; Mehrotra, Amit

  • Author_Institution
    Coordinated Sci. Lab., Illinois Univ., Urbana, IL, USA
  • fYear
    2003
  • fDate
    2003
  • Firstpage
    530
  • Lastpage
    535
  • Abstract
    A new model-order reduction technique for linear dynamic systems is presented 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 least- squares approximation method 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 method gives much higher accuracy than the traditional Pade method, and results in lower-order approximations without significant increase in simulation time.
  • Keywords
    least squares approximations; linear systems; reduced order systems; accuracy; bilinear transformation; least-squares approximation method; linear dynamic systems; lower-order approximations; model-order reduction technique; simulation time; Approximation methods; Computational modeling; Equations; Frequency; Function approximation; Interpolation; Nonlinear dynamical systems; Performance analysis; Reduced order systems; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design, Automation and Test in Europe Conference and Exhibition, 2003
  • ISSN
    1530-1591
  • Print_ISBN
    0-7695-1870-2
  • Type

    conf

  • DOI
    10.1109/DATE.2003.1253663
  • Filename
    1253663