DocumentCode :
725952
Title :
Accurate modeling of microwave structures using variable-fidelity response features
Author :
Koziel, Slawomir ; Bandler, John W.
Author_Institution :
Sch. of Sci. & Eng., Reykjavik Univ., Reykjavik, Iceland
fYear :
2015
fDate :
17-22 May 2015
Firstpage :
1
Lastpage :
3
Abstract :
This paper describes a novel approach to low-cost, accurate modeling of microwave structures using response features. Computational efficiency of the proposed method originates from the less nonlinear dependence of the feature points on the designable parameters of the structure of interest than conventionally used responses (e.g., S-parameters vs. frequency). Further decrease of the surrogate model setup cost is obtained by exploiting variable-fidelity EM simulations that are blended together using co-kriging interpolation. Comprehensive verification and comparisons with benchmark techniques is provided.
Keywords :
S-parameters; interpolation; response surface methodology; S-parameters; co-kriging interpolation; microwave structure; nonlinear dependence; variable-fidelity EM simulation; variable-fidelity response features; Computational modeling; Silicon; Microwave component modeling; co-kriging; computer-aided design; feature-based modeling; kriging; space mapping; surrogates;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave Symposium (IMS), 2015 IEEE MTT-S International
Conference_Location :
Phoenix, AZ
Type :
conf
DOI :
10.1109/MWSYM.2015.7166730
Filename :
7166730
Link To Document :
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