• DocumentCode
    1018843
  • Title

    Reduced-order modeling via oblique projections on a bandlimited Kautz basis

  • Author

    Knockaert, Luc ; Lippens, Gunther ; De Zutter, Daniël

  • Author_Institution
    Dept. of Inf. Technol., INTEC-IMEC, Ghent, Belgium
  • Volume
    53
  • Issue
    7
  • fYear
    2006
  • fDate
    7/1/2006 12:00:00 AM
  • Firstpage
    1544
  • Lastpage
    1555
  • Abstract
    A new bandlimited two-parameter Kautz basis, for application to reduced-order modeling (ROM), is proposed. It is derived from the original Kautz basis by means of a pertinent rational frequency transformation, and is shown to be orthonormal over a narrowband frequency interval. By means of obliquely projecting a general Mth-order state space transfer function onto this bandlimited Kautz basis, we obtain a new ROM technique, which does not belong to the class of Krylov methods, but to the rather more general family of oblique projection techniques. Pertinent features of the new method are the reduction in computational effort and the fact that a more efficient ROM approach is obtained by focusing on the frequency band under scrutiny. The robustness and accuracy of the new method is illustrated by applying it to a number of benchmark examples.
  • Keywords
    circuit complexity; reduced order systems; state-space methods; transfer functions; bandlimited Kautz basis; oblique projections; rational frequency transformation; reduced-order modeling; state space models; transfer function; Electric breakdown; Electromagnetic modeling; Frequency; Helium; Narrowband; Polynomials; Read only memory; Robustness; State-space methods; Transfer functions; Bandlimited systems; Kautz basis; oblique projections; reduced-order modeling (ROM);
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2006.876414
  • Filename
    1652976