DocumentCode
3172185
Title
An improved method of extracting permeability using SVM
Author
Xiao Huaibao ; Lu Guizhen ; Li Yanfei ; Wang Ling
Author_Institution
Inf. Eng. Sch., Commun. Univ. of China, Beijing, China
fYear
2009
fDate
3-6 Nov. 2009
Firstpage
131
Lastpage
132
Abstract
The method extracting permeability from scattering coefficients was studied in this paper. The support vector machine (SVM) method is used to solve the inverse problem of parameters extraction. The mapping relationship is set up by calculating a large number of S parameters from the samples with different permeability by using transmission line theory. The simulated data set is used as training data set for SVM. After the training, the SVM is used to predict the permeability of material from the scattering coefficients.
Keywords
S-parameters; electrical engineering computing; electromagnetic wave scattering; permeability; support vector machines; transmission line theory; S parameters; SVM method; inverse problem; parameter extraction; permeability extraction; scattering coefficients; support vector machine; transmission line theory; Parameters Extraction; Permeability; SVM; Scattering Parameters;
fLanguage
English
Publisher
iet
Conference_Titel
Microwave Technology and Computational Electromagnetics, 2009. ICMTCE. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-84919-140-1
Type
conf
DOI
10.1049/cp.2009.1280
Filename
5521315
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