• DocumentCode
    2153886
  • Title

    Vector Fitting vs. Levenberg-Marquardt : Some experiments

  • Author

    Knockaert, Luc ; Ferranti, Francesco ; Dhaene, Tom

  • Author_Institution
    IBBT-INTEC, Ghent Univ., Ghent
  • fYear
    2009
  • fDate
    12-15 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A discussion and evaluation of the Vector Fitting technique is presented, in comparison with a special flavor of the Levenberg-Marquardt method, which is one of the most successful quasi Gauss-Newton techniques. Although generally slower than Vector Fitting, the Levenberg-Marquardt method can achieve greater accuracy than Vector Fitting, because of its unique ability to navigate between local minima.
  • Keywords
    curve fitting; iterative methods; Levenberg-Marquardt method; local minima; quasi Gauss-Newton techniques; vector fitting; Equations; Iterative methods; Least squares methods; Navigation; Newton method; Polynomials; Recursive estimation; Robustness; Senior members; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Propagation on Interconnects, 2009. SPI '09. IEEE Workshop on
  • Conference_Location
    Strasbourg
  • Print_ISBN
    978-1-4244-4490-8
  • Electronic_ISBN
    978-1-4244-4489-2
  • Type

    conf

  • DOI
    10.1109/SPI.2009.5089858
  • Filename
    5089858