DocumentCode
2264603
Title
The method of determining electromagnetic parameters using SVM and open-ended rectangular waveguide
Author
Xiao, Huaibao ; Lu, Guizhen ; Xia, Yu
Author_Institution
Commun. Univ. of China, Beijing, China
fYear
2010
fDate
Nov. 29 2010-Dec. 2 2010
Firstpage
630
Lastpage
631
Abstract
An electromagnetic parameter extraction method using SVM (Support Vector Machines) and open-ended rectangular waveguide, is established in this paper. A lot of S parameters, which are used to train the SVM, are calculated from the finite element models. After being trained, the SVM is used to predict the permittivity of the material using the known scattering coefficients. The simulation results show that the data predicted by SVM is satisfying.
Keywords
S-parameters; finite element analysis; permittivity measurement; rectangular waveguides; support vector machines; S-parameters; electromagnetic parameter extraction; finite element models; open-ended rectangular waveguide; permittivity; support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas Propagation and EM Theory (ISAPE), 2010 9th International Symposium on
Conference_Location
Guangzhou
Print_ISBN
978-1-4244-6906-2
Type
conf
DOI
10.1109/ISAPE.2010.5696544
Filename
5696544
Link To Document