PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels

Mahmud Esad Yigit; Tayfun Gunel; Gulay Oke Gunel

doi:10.1109/MMS.2018.8612069

PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels

Mahmud Esad Yigit, Tayfun Gunel, Gulay Oke Gunel

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

In this work, particle swarm optimization (PSO) based approach to the synthesis of a cylindrical-rectangular ring microstrip conformal antenna using support vector regression (SVR) models is presented. Resonant frequency of the antenna is obtained by PSO of trained SVR models. Radial basis function (RBF) and wavelet kernel functions are used in SVR models. Simulation examples are given and the results are compared.

Original language	English
Title of host publication	2018 18th Mediterranean Microwave Symposium, MMS 2018
Publisher	IEEE Computer Society
Pages	13-16
Number of pages	4
ISBN (Electronic)	9781538671320
DOIs	https://doi.org/10.1109/MMS.2018.8612069
Publication status	Published - 2 Jul 2018
Event	18th Mediterranean Microwave Symposium, MMS 2018 - Istanbul, Turkey Duration: 31 Oct 2018 → 2 Nov 2018

Publication series

Name	Mediterranean Microwave Symposium
Volume	2018-October
ISSN (Print)	2157-9822
ISSN (Electronic)	2157-9830

Conference

Conference	18th Mediterranean Microwave Symposium, MMS 2018
Country/Territory	Turkey
City	Istanbul
Period	31/10/18 → 2/11/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

conformal antennas
particle swarm optimization
rectangular ring microstrip antenna
support vector regression
wavelet kernel

Access to Document

10.1109/MMS.2018.8612069

Cite this

Yigit, M. E., Gunel, T., & Gunel, G. O. (2018). PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels. In 2018 18th Mediterranean Microwave Symposium, MMS 2018 (pp. 13-16). Article 8612069 (Mediterranean Microwave Symposium; Vol. 2018-October). IEEE Computer Society. https://doi.org/10.1109/MMS.2018.8612069

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abstract = "In this work, particle swarm optimization (PSO) based approach to the synthesis of a cylindrical-rectangular ring microstrip conformal antenna using support vector regression (SVR) models is presented. Resonant frequency of the antenna is obtained by PSO of trained SVR models. Radial basis function (RBF) and wavelet kernel functions are used in SVR models. Simulation examples are given and the results are compared.",

keywords = "conformal antennas, particle swarm optimization, rectangular ring microstrip antenna, support vector regression, wavelet kernel",

author = "Yigit, {Mahmud Esad} and Tayfun Gunel and Gunel, {Gulay Oke}",

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year = "2018",

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doi = "10.1109/MMS.2018.8612069",

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Yigit, ME, Gunel, T & Gunel, GO 2018, PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels. in 2018 18th Mediterranean Microwave Symposium, MMS 2018., 8612069, Mediterranean Microwave Symposium, vol. 2018-October, IEEE Computer Society, pp. 13-16, 18th Mediterranean Microwave Symposium, MMS 2018, Istanbul, Turkey, 31/10/18. https://doi.org/10.1109/MMS.2018.8612069

PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels. / Yigit, Mahmud Esad; Gunel, Tayfun ; Gunel, Gulay Oke.
2018 18th Mediterranean Microwave Symposium, MMS 2018. IEEE Computer Society, 2018. p. 13-16 8612069 (Mediterranean Microwave Symposium; Vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - In this work, particle swarm optimization (PSO) based approach to the synthesis of a cylindrical-rectangular ring microstrip conformal antenna using support vector regression (SVR) models is presented. Resonant frequency of the antenna is obtained by PSO of trained SVR models. Radial basis function (RBF) and wavelet kernel functions are used in SVR models. Simulation examples are given and the results are compared.

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PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels

Abstract

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Keywords

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