Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm

Mahmud Esad Yigit; Tayfun Günel

doi:10.1109/MMS.2018.8611954

Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm

Mahmud Esad Yigit
, Tayfun Günel

Elektronik ve Hab.Müh.Bölümü

Istanbul Technical University

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

16 Atıf (Scopus)

Özet

In this paper, a new hybrid optimization approach for the pattern synthesis of linear antenna array is proposed. Hybrid approach (TAGAPSO) contains Taguchi Algorithm(TA), Genetic Algorithm(GA) and Particle Swarm Optimization (PSO). The aim of the optimization is to obtain desired side lobe level and half power beam width of the linear antenna array. Optimization results obtained by TA, GA, PSO and TAGAPSO are compared. The results show that TAGAPSO is much better than TA, GA and PSO. Optimization goals satisfied via TAGAPSO are much better than the other methods. Results of TAGAPSO are also compared with the results obtained by High Frequency Structural Simulator (HFSS) in order to verify the results.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2018 18th Mediterranean Microwave Symposium, MMS 2018
Yayınlayan	IEEE Computer Society
Sayfalar	17-21
Sayfa sayısı	5
ISBN (Elektronik)	9781538671320
DOI'lar	https://doi.org/10.1109/MMS.2018.8611954
Yayın durumu	Yayınlandı - 14 Oca 2019
Etkinlik	18th Mediterranean Microwave Symposium, MMS 2018 - Istanbul, Türkiye 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	Türkiye
Şehir	Istanbul
Periyot	31/10/18 → 2/11/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Belgeye Erişim

10.1109/MMS.2018.8611954

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@inproceedings{e3ba2f74bb5345fba510b31ca8ab0b41,

title = "Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm",

abstract = "In this paper, a new hybrid optimization approach for the pattern synthesis of linear antenna array is proposed. Hybrid approach (TAGAPSO) contains Taguchi Algorithm(TA), Genetic Algorithm(GA) and Particle Swarm Optimization (PSO). The aim of the optimization is to obtain desired side lobe level and half power beam width of the linear antenna array. Optimization results obtained by TA, GA, PSO and TAGAPSO are compared. The results show that TAGAPSO is much better than TA, GA and PSO. Optimization goals satisfied via TAGAPSO are much better than the other methods. Results of TAGAPSO are also compared with the results obtained by High Frequency Structural Simulator (HFSS) in order to verify the results.",

keywords = "genetic algorithm, linear antenna array, particle swarm optimization, pattern synthesis, Taguchi algorithm",

author = "Yigit, \{Mahmud Esad\} and Tayfun G{\"u}nel",

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

year = "2019",

month = jan,

day = "14",

doi = "10.1109/MMS.2018.8611954",

language = "English",

series = "Mediterranean Microwave Symposium",

publisher = "IEEE Computer Society",

pages = "17--21",

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

address = "United States",

}

Yigit, ME & Günel, T 2019, Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm. in 2018 18th Mediterranean Microwave Symposium, MMS 2018., 8611954, Mediterranean Microwave Symposium, hac. 2018-October, IEEE Computer Society, pp. 17-21, 18th Mediterranean Microwave Symposium, MMS 2018, Istanbul, Türkiye, 31/10/18. https://doi.org/10.1109/MMS.2018.8611954

Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm. / Yigit, Mahmud Esad; Günel, Tayfun.
2018 18th Mediterranean Microwave Symposium, MMS 2018. IEEE Computer Society, 2019. p. 17-21 8611954 (Mediterranean Microwave Symposium; Hac. 2018-October).

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

TY - GEN

T1 - Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm

AU - Yigit, Mahmud Esad

AU - Günel, Tayfun

PY - 2019/1/14

Y1 - 2019/1/14

N2 - In this paper, a new hybrid optimization approach for the pattern synthesis of linear antenna array is proposed. Hybrid approach (TAGAPSO) contains Taguchi Algorithm(TA), Genetic Algorithm(GA) and Particle Swarm Optimization (PSO). The aim of the optimization is to obtain desired side lobe level and half power beam width of the linear antenna array. Optimization results obtained by TA, GA, PSO and TAGAPSO are compared. The results show that TAGAPSO is much better than TA, GA and PSO. Optimization goals satisfied via TAGAPSO are much better than the other methods. Results of TAGAPSO are also compared with the results obtained by High Frequency Structural Simulator (HFSS) in order to verify the results.

AB - In this paper, a new hybrid optimization approach for the pattern synthesis of linear antenna array is proposed. Hybrid approach (TAGAPSO) contains Taguchi Algorithm(TA), Genetic Algorithm(GA) and Particle Swarm Optimization (PSO). The aim of the optimization is to obtain desired side lobe level and half power beam width of the linear antenna array. Optimization results obtained by TA, GA, PSO and TAGAPSO are compared. The results show that TAGAPSO is much better than TA, GA and PSO. Optimization goals satisfied via TAGAPSO are much better than the other methods. Results of TAGAPSO are also compared with the results obtained by High Frequency Structural Simulator (HFSS) in order to verify the results.

KW - genetic algorithm

KW - linear antenna array

KW - particle swarm optimization

KW - pattern synthesis

KW - Taguchi algorithm

UR - https://www.scopus.com/pages/publications/85061779375

U2 - 10.1109/MMS.2018.8611954

DO - 10.1109/MMS.2018.8611954

M3 - Conference contribution

AN - SCOPUS:85061779375

T3 - Mediterranean Microwave Symposium

SP - 17

EP - 21

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

ER -

Pattern Synthesis of Linear Antenna Array via a New Hybrid Taguchi - Genetic - Particle Swarm Optimization Algorithm

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