Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks

Rania Ibtissam Benmelouka; Djamel Sayad; Rami Zegadi; Mohamed Lamine Bouknia; Yamina Tighilt; Kamil Karaçuha; Issa Elferghani; Jonathan Rodriguez; Chemseddine Zebiri

doi:10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks

Rania Ibtissam Benmelouka
, Djamel Sayad
, Rami Zegadi
, Mohamed Lamine Bouknia
, Yamina Tighilt
, Kamil Karaçuha
, Issa Elferghani
, Jonathan Rodriguez
, Chemseddine Zebiri

Elektrik Mühendisliği Bölümü

Ferhat Abbas Sétif University 1
Skikda University
Instituto de Telecomunicações
University of Bradford

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

Özet

This article describes the use of artificial neural networks for the estimate of reflection coefficients. In this work, synthesis and analysis are studied where parametric analysis presents the simulated values necessary for training and testing neural networks with HFSS simulation software. The simulation and results produced by ANNs are compared with HFSS simulation.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	1303-1304
Sayfa sayısı	2
ISBN (Elektronik)	9798350369908
DOI'lar	https://doi.org/10.1109/AP-S/INC-USNC-URSI52054.2024.10687197
Yayın durumu	Yayınlandı - 2024
Etkinlik	2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Florence, Italy Süre: 14 Tem 2024 → 19 Tem 2024

Yayın serisi

Adı	IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)
ISSN (Basılı)	1522-3965

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???event.eventtypes.event.conference???	2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024
Ülke/Bölge	Italy
Şehir	Florence
Periyot	14/07/24 → 19/07/24

Bibliyografik not

Publisher Copyright:
© 2024 IEEE.

Belgeye Erişim

10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Benmelouka, R. I., Sayad, D., Zegadi, R., Bouknia, M. L., Tighilt, Y., Karaçuha, K., Elferghani, I., Rodriguez, J., & Zebiri, C. (2024). Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks. In 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings (pp. 1303-1304). (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

Benmelouka, Rania Ibtissam ; Sayad, Djamel ; Zegadi, Rami et al. / Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks. 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 1303-1304 (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)).

@inproceedings{288bf05e50a54e4dbb3393933cfc300b,

title = "Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks",

abstract = "This article describes the use of artificial neural networks for the estimate of reflection coefficients. In this work, synthesis and analysis are studied where parametric analysis presents the simulated values necessary for training and testing neural networks with HFSS simulation software. The simulation and results produced by ANNs are compared with HFSS simulation.",

author = "Benmelouka, \{Rania Ibtissam\} and Djamel Sayad and Rami Zegadi and Bouknia, \{Mohamed Lamine\} and Yamina Tighilt and Kamil Kara{\c c}uha and Issa Elferghani and Jonathan Rodriguez and Chemseddine Zebiri",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 ; Conference date: 14-07-2024 Through 19-07-2024",

year = "2024",

doi = "10.1109/AP-S/INC-USNC-URSI52054.2024.10687197",

language = "English",

series = "IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1303--1304",

booktitle = "2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings",

address = "United States",

}

Benmelouka, RI, Sayad, D, Zegadi, R, Bouknia, ML, Tighilt, Y, Karaçuha, K, Elferghani, I, Rodriguez, J & Zebiri, C 2024, Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks. in 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings. IEEE Antennas and Propagation Society, AP-S International Symposium (Digest), Institute of Electrical and Electronics Engineers Inc., pp. 1303-1304, 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024, Florence, Italy, 14/07/24. https://doi.org/10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks. / Benmelouka, Rania Ibtissam; Sayad, Djamel; Zegadi, Rami et al.
2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2024. p. 1303-1304 (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)).

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

TY - GEN

T1 - Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks

AU - Benmelouka, Rania Ibtissam

AU - Sayad, Djamel

AU - Zegadi, Rami

AU - Bouknia, Mohamed Lamine

AU - Tighilt, Yamina

AU - Karaçuha, Kamil

AU - Elferghani, Issa

AU - Rodriguez, Jonathan

AU - Zebiri, Chemseddine

PY - 2024

Y1 - 2024

N2 - This article describes the use of artificial neural networks for the estimate of reflection coefficients. In this work, synthesis and analysis are studied where parametric analysis presents the simulated values necessary for training and testing neural networks with HFSS simulation software. The simulation and results produced by ANNs are compared with HFSS simulation.

AB - This article describes the use of artificial neural networks for the estimate of reflection coefficients. In this work, synthesis and analysis are studied where parametric analysis presents the simulated values necessary for training and testing neural networks with HFSS simulation software. The simulation and results produced by ANNs are compared with HFSS simulation.

UR - https://www.scopus.com/pages/publications/85207075892

U2 - 10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

DO - 10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

M3 - Conference contribution

AN - SCOPUS:85207075892

T3 - IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)

SP - 1303

EP - 1304

BT - 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024

Y2 - 14 July 2024 through 19 July 2024

ER -

Benmelouka RI, Sayad D, Zegadi R, Bouknia ML, Tighilt Y, Karaçuha K et al. Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks. In 2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2024. p. 1303-1304. (IEEE Antennas and Propagation Society, AP-S International Symposium (Digest)). doi: 10.1109/AP-S/INC-USNC-URSI52054.2024.10687197

Optimization of a circular slotted patch with a defected grounded monopole patch antenna using artificial neural networks

Özet

Yayın serisi

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Bibliyografik not

Belgeye Erişim

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