Kriging Models for Microwave Filters

Natalia Leszczynska; Selvakumar Ulaganathan; Adam Lamęcki; Tom Dhaene; Michał Mrozowski

doi:10.1109/nemo.2016.7561660

Kriging Models for Microwave Filters

Abstract

Surrogate modeling of microwave filters’ response is discussed. In particular, kriging is used to model either the scattering parameters of the filter or the rational representation of the filter’s characteristics. Surrogate models for these two variants of kriging are validated in solving a microwave filter optimization problem. A clear advantage of surrogate models based on the rational representation over the models based on scattering parameters is shown.

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Authors (5)

Natalia Leszczynska mgr inż.
Selvakumar Ulaganathan dr
- Ghent University-iMinds Department of Information Technology (INTEC)
Adam Lamęcki dr hab. inż.
Tom Dhaene
- Ghent University-iMinds Department of Information Technology (INTEC)
Michał Mrozowski prof. dr hab. inż.

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Category:: Conference activity
Type:: materiały konferencyjne indeksowane w Web of Science
Title of issue:: Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), 2016 IEEE MTT-S International Conference on strony 1 - 2
Language:: English
Publication year:: 2016
Bibliographic description:: Leszczynska N., Ulaganathan S., Lamęcki A., Dhaene T., Mrozowski M..: Kriging Models for Microwave Filters, W: Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), 2016 IEEE MTT-S International Conference on, 2016, IEEE,.
DOI:: Digital Object Identifier (open in new tab) 10.1109/nemo.2016.7561660
Verified by:: Gdańsk University of Technology