SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS

Ali Durmuş; Zafer Yıldırım

doi:10.31796/ogummf.1012709

EN TR

SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS

Abstract

In this study, the positions only of linear antenna array (LAA) elements are optimized for the first time in the literature by using Honey Badger Algorithm (HBA) and Chameleon Swarm Algorithm (CSA) methods, one of the new metaheuristic algorithms, for antenna design with the desired radiation pattern. LAAs with 10, 12, 24 and 32 elements are considered in the simulations. While designing the antenna, the half-beam power width (HPBW) of the antenna array is kept at a minimum level and the maximum sidelobe level (MSL) is suppressed as much as possible. In addition, to test the performance and accuracy of the HBA and CSA methods, the results obtained with the swarm-based metaheuristic algorithms Artificial Bee Colony (ABC) and Particular Swarm Algorithm (PSO) methods, which are quite well known in the literature are compared. As a result of these comparisons, the antenna design with high directivity, gain and desired pattern has been successfully obtained with the HBA and CSA optimization methods.

Keywords

Artificial intelligence , Optimization , Antenna array synthesis , Maximum sidelobe reduction

YENİ METASEZGİSEL OPTİMİZASYON YÖNTEMLERİNİ KULLANARAK YALNIZCA KONUM KONTROLÜYLE DOĞRUSAL ANTEN DİZİLERİNİN YAN DEMET SEVİYELERİNİN BASTIRILMASI

Öz

Bu çalışmada, istenen ışıma diyagramına sahip anten tasarımı için yeni metasezgisel algoritmalardan biri olan Bal Porsuğu Algoritması (Honey Badger Algorithm-HBA) ve Bukalemun Sürüsü Algoritması (Chameleon Swarm Algorithm-CSA) yöntemleri kullanılarak lineer anten dizi (Linear Antenna Array-LAA) elemanlarının konumları optimize edilmiştir. Simülasyonlarda 10, 12, 24 ve 32 elemanlı Lineer anten dizileri dikkate alınmıştır. Anten tasarımı yapılırken dizinin yarı demet güç genişliği (Half Power Beam Width-HPBW) minimum seviyede tutulmuş ve maksimum yan demet seviyesi mümkün olduğunca bastırılmıştır. Ayrıca HBA ve CSA yöntemlerinin performans ve doğruluğunu test etmek için literatürde oldukça iyi bilinen sürü tabanlı metasezgisel algoritmalar Yapay Arı Kolonisi (ABC) ve Parçacık Sürüsü Optimizasyonu (PSO) yöntemleri ile elde edilen sonuçlar karşılaştırılarak verilmiştir. Bu karşılaştırmalar sonucunda, HBA ve CSA optimizasyon yöntemleri ile yüksek yönlülük, kazanç ve istenilen ışıma diyagramına sahip anten tasarımı başarılı bir şekilde elde edilmiştir.

Anahtar Kelimeler

Yapay zeka , Optimizasyon , Anten dizi sentezi , Maksimum yan demet bastırma

Kaynakça

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Banerjee, S. M. I. T. A. & Dwivedi, V. V. (2013). Review of adaptive linear antenna array pattern optimization. International Journal of Electronics and Communication Engineering, 2(1), 25-42.
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Ayrıntılar

Birincil Dil

İngilizce

Konular

Elektrik Mühendisliği

Bölüm

Araştırma Makalesi

Yazarlar

Ali Durmuş ^*
0000-0001-8283-8496
Türkiye

Zafer Yıldırım Bu kişi benim
0000-0003-3584-6770
Türkiye

Yayımlanma Tarihi

18 Ağustos 2022

Gönderilme Tarihi

20 Ekim 2021

Kabul Tarihi

27 Ocak 2022

Yayımlandığı Sayı

Yıl 2022 Cilt: 30 Sayı: 2

DOI

https://doi.org/10.31796/ogummf.1012709

IZ

https://izlik.org/JA92KG28FW

APA

Durmuş, A., & Yıldırım, Z. (2022). SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, 30(2), 171-179. https://doi.org/10.31796/ogummf.1012709

AMA

1.Durmuş A, Yıldırım Z. SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS. ESOGÜ Müh Mim Fak Derg. 2022;30(2):171-179. doi:10.31796/ogummf.1012709

Chicago

Durmuş, Ali, ve Zafer Yıldırım. 2022. “SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 30 (2): 171-79. https://doi.org/10.31796/ogummf.1012709.

EndNote

Durmuş A, Yıldırım Z (01 Ağustos 2022) SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 30 2 171–179.

IEEE

[1]A. Durmuş ve Z. Yıldırım, “SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS”, ESOGÜ Müh Mim Fak Derg, c. 30, sy 2, ss. 171–179, Ağu. 2022, doi: 10.31796/ogummf.1012709.

ISNAD

Durmuş, Ali - Yıldırım, Zafer. “SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 30/2 (01 Ağustos 2022): 171-179. https://doi.org/10.31796/ogummf.1012709.

JAMA

1.Durmuş A, Yıldırım Z. SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS. ESOGÜ Müh Mim Fak Derg. 2022;30:171–179.

MLA

Durmuş, Ali, ve Zafer Yıldırım. “SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, c. 30, sy 2, Ağustos 2022, ss. 171-9, doi:10.31796/ogummf.1012709.

Vancouver

1.Ali Durmuş, Zafer Yıldırım. SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS. ESOGÜ Müh Mim Fak Derg. 01 Ağustos 2022;30(2):171-9. doi:10.31796/ogummf.1012709

SIDELOBE REDUCTION OF LINEAR ANTENNA ARRAY BY POSITION-ONLY CONTROL USING NOVEL METAHEURISTIC OPTIMIZATION METHODS

Abstract

Keywords

YENİ METASEZGİSEL OPTİMİZASYON YÖNTEMLERİNİ KULLANARAK YALNIZCA KONUM KONTROLÜYLE DOĞRUSAL ANTEN DİZİLERİNİN YAN DEMET SEVİYELERİNİN BASTIRILMASI

Öz

Anahtar Kelimeler

Kaynakça

Ayrıntılar

Birincil Dil

Konular

Bölüm

Yazarlar

Yayımlanma Tarihi

Gönderilme Tarihi

Kabul Tarihi

Yayımlandığı Sayı

DOI

IZ

Kaynak Göster