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

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

6 Atıf (Scopus)

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2018 18th Mediterranean Microwave Symposium, MMS 2018
Yayınlayan	IEEE Computer Society
Sayfalar	13-16
Sayfa sayısı	4
ISBN (Elektronik)	9781538671320
DOI'lar	https://doi.org/10.1109/MMS.2018.8612069
Yayın durumu	Yayınlandı - 2 Tem 2018
Etkinlik	18th Mediterranean Microwave Symposium, MMS 2018 - Istanbul, Turkey Süre: 31 Eki 2018 → 2 Kas 2018

Yayın serisi

Adı	Mediterranean Microwave Symposium
Hacim	2018-October
ISSN (Basılı)	2157-9822
ISSN (Elektronik)	2157-9830

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	18th Mediterranean Microwave Symposium, MMS 2018
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	31/10/18 → 2/11/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Belgeye Erişim

10.1109/MMS.2018.8612069

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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). Makale 8612069 (Mediterranean Microwave Symposium; Hac. 2018-October). IEEE Computer Society. https://doi.org/10.1109/MMS.2018.8612069

@inproceedings{873e5925fb9242939e60a6e07df27c73,

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

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}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 18th Mediterranean Microwave Symposium, MMS 2018 ; Conference date: 31-10-2018 Through 02-11-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/MMS.2018.8612069",

language = "English",

series = "Mediterranean Microwave Symposium",

publisher = "IEEE Computer Society",

pages = "13--16",

booktitle = "2018 18th Mediterranean Microwave Symposium, MMS 2018",

address = "United States",

}

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, hac. 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; Hac. 2018-October).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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T1 - PSO Based Approach to the Synthesis of a Cylindrical-Rectangular Ring Microstrip Conformal Antenna Using SVR Models with RBF and Wavelet Kernels

AU - Yigit, Mahmud Esad

AU - Gunel, Tayfun

AU - Gunel, Gulay Oke

PY - 2018/7/2

Y1 - 2018/7/2

N2 - 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.

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.

KW - conformal antennas

KW - particle swarm optimization

KW - rectangular ring microstrip antenna

KW - support vector regression

KW - wavelet kernel

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U2 - 10.1109/MMS.2018.8612069

DO - 10.1109/MMS.2018.8612069

M3 - Conference contribution

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T3 - Mediterranean Microwave Symposium

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EP - 16

BT - 2018 18th Mediterranean Microwave Symposium, MMS 2018

PB - IEEE Computer Society

T2 - 18th Mediterranean Microwave Symposium, MMS 2018

Y2 - 31 October 2018 through 2 November 2018

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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

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