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

Department of Electrical Engineering

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

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.

Original language	English
Title of host publication	2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1303-1304
Number of pages	2
ISBN (Electronic)	9798350369908
DOIs	https://doi.org/10.1109/AP-S/INC-USNC-URSI52054.2024.10687197
Publication status	Published - 2024
Event	2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024 - Florence, Italy Duration: 14 Jul 2024 → 19 Jul 2024

Publication series

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

Conference

Conference	2024 IEEE International Symposium on Antennas and Propagation and INC/USNCURSI Radio Science Meeting, AP-S/INC-USNC-URSI 2024
Country/Territory	Italy
City	Florence
Period	14/07/24 → 19/07/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Access to Document

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

Cite this

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)).

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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",

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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.",

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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)).

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

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AU - Tighilt, Yamina

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AU - Rodriguez, Jonathan

AU - Zebiri, Chemseddine

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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

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