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
Link To Document