New method based on genetic algorithm and Minkowski fractal for multiband antenna designs
In this paper, a new method based on a genetic algorithm and Minkowski Island fractal is proposed for multiband antennas. Three-antenna configurations are chosen to validate the proposed optimization procedure. The first configuration is a wide-band antenna, operating in the WLAN (wireless local are...
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Published in | International journal of microwave and wireless technologies Vol. 16; no. 3; pp. 466 - 477 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Cambridge
Cambridge University Press
01.04.2024
|
Subjects | |
Online Access | Get full text |
ISSN | 1759-0787 1759-0795 |
DOI | 10.1017/S1759078723001071 |
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Abstract | In this paper, a new method based on a genetic algorithm and Minkowski Island fractal is proposed for multiband antennas. Three-antenna configurations are chosen to validate the proposed optimization procedure. The first configuration is a wide-band antenna, operating in the WLAN (wireless local area network) UNII-2C band. The second configuration is a dual-band antenna, operating in the WLAN UNII-2 and UNII-2C bands. In contrast, the third is a tri-band antenna operating in the UNII-2, UNII-2C, and UNII-3 bands. The optimization process is accelerated by using the Computer Simulation Technology (CST) Application Programming Interface which allows all genetic operators to be performed in MATLAB while the numerical calculations are running in the internal CST Finite-Difference Time-Domain -solver using parallel computing with GPU acceleration. All three designed configurations are manufactured using a
$\textstyle0.8\;\text{mm}$
thick FR4 epoxy substrate with a relative dielectric constant of
$4.8$
. The return loss and the radiation pattern’s measurements agree well with the simulation results. Further, the methodology presented can be very effective in terms of size reduction; the designed antennas are
$24 \times 24 \times 0.8\;{\textrm{m}}{{\textrm{m}}^3}$
(
$460\;{\textrm{m}}{{\textrm{m}}^3}$
). |
---|---|
AbstractList | In this paper, a new method based on a genetic algorithm and Minkowski Island fractal is proposed for multiband antennas. Three-antenna configurations are chosen to validate the proposed optimization procedure. The first configuration is a wide-band antenna, operating in the WLAN (wireless local area network) UNII-2C band. The second configuration is a dual-band antenna, operating in the WLAN UNII-2 and UNII-2C bands. In contrast, the third is a tri-band antenna operating in the UNII-2, UNII-2C, and UNII-3 bands. The optimization process is accelerated by using the Computer Simulation Technology (CST) Application Programming Interface which allows all genetic operators to be performed in MATLAB while the numerical calculations are running in the internal CST Finite-Difference Time-Domain -solver using parallel computing with GPU acceleration. All three designed configurations are manufactured using a \(\textstyle0.8\;\text{mm}\) thick FR4 epoxy substrate with a relative dielectric constant of \(4.8\). The return loss and the radiation pattern’s measurements agree well with the simulation results. Further, the methodology presented can be very effective in terms of size reduction; the designed antennas are \(24 \times 24 \times 0.8\;{\textrm{m}}{{\textrm{m}}^3}\) (\(460\;{\textrm{m}}{{\textrm{m}}^3}\)). In this paper, a new method based on a genetic algorithm and Minkowski Island fractal is proposed for multiband antennas. Three-antenna configurations are chosen to validate the proposed optimization procedure. The first configuration is a wide-band antenna, operating in the WLAN (wireless local area network) UNII-2C band. The second configuration is a dual-band antenna, operating in the WLAN UNII-2 and UNII-2C bands. In contrast, the third is a tri-band antenna operating in the UNII-2, UNII-2C, and UNII-3 bands. The optimization process is accelerated by using the Computer Simulation Technology (CST) Application Programming Interface which allows all genetic operators to be performed in MATLAB while the numerical calculations are running in the internal CST Finite-Difference Time-Domain -solver using parallel computing with GPU acceleration. All three designed configurations are manufactured using a $\textstyle0.8\;\text{mm}$ thick FR4 epoxy substrate with a relative dielectric constant of $4.8$ . The return loss and the radiation pattern’s measurements agree well with the simulation results. Further, the methodology presented can be very effective in terms of size reduction; the designed antennas are $24 \times 24 \times 0.8\;{\textrm{m}}{{\textrm{m}}^3}$ ( $460\;{\textrm{m}}{{\textrm{m}}^3}$ ). |
Author | Elhamadi, Taj-Eddin Ezzahry, Bouchra Touhami, Naima Amar Lamsalli, Mohammed |
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Cites_doi | 10.1155/2017/3481709 10.1109/LAWP.2013.2276933 10.2528/PIERM19040505 10.2528/PIERL16041907 10.1049/iet-map.2015.0545 10.1017/S1759078720000963 10.1109/MAP.2007.4385593 10.1109/TAP.2004.834071 10.1007/978-3-319-94785-3_8 10.1002/9781118790526 10.1007/s10825-021-01676-w 10.1017/S1759078716000726 10.2528/PIERC20022503 10.1109/APCAP.2014.6992681 10.1016/j.measurement.2021.109766 10.1049/iet-cds.2015.0221 10.2528/PIERC11111502 10.2528/PIER07020201 10.1002/dac.5345 10.1017/S1759078715001324 10.2528/PIERC21041102 10.1109/WiSPNET.2018.8538585 10.3934/electreng.2021016 |
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Copyright | The Author(s), 2023. Published by Cambridge University Press in association with the European Microwave Association |
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References | Jayasinghe (S1759078723001071_ref26) 2015; 2015 S1759078723001071_ref20 S1759078723001071_ref25 S1759078723001071_ref7 S1759078723001071_ref5 S1759078723001071_ref27 S1759078723001071_ref28 S1759078723001071_ref21 S1759078723001071_ref3 S1759078723001071_ref4 S1759078723001071_ref22 S1759078723001071_ref23 S1759078723001071_ref1 S1759078723001071_ref2 S1759078723001071_ref24 S1759078723001071_ref29 S1759078723001071_ref9 Rajkumar (S1759078723001071_ref8) 2016; 70 Yadav (S1759078723001071_ref12) 2022 Bhatia (S1759078723001071_ref10) 2019; 100 S1759078723001071_ref14 S1759078723001071_ref15 S1759078723001071_ref16 Fernandes (S1759078723001071_ref6) 2019; 108 S1759078723001071_ref11 S1759078723001071_ref13 Haupt (S1759078723001071_ref17) 2004 S1759078723001071_ref18 S1759078723001071_ref19 |
References_xml | – volume-title: Practical Genetic Algorithms year: 2004 ident: S1759078723001071_ref17 – volume: 108 start-page: 235 year: 2019 ident: S1759078723001071_ref6 article-title: 2.4–5.8 GHz dual-band patch antenna with FSS reflector for radiation parameters enhancement publication-title: AEU-International Journal of Electronics and Communications – ident: S1759078723001071_ref27 doi: 10.1155/2017/3481709 – ident: S1759078723001071_ref11 doi: 10.1109/LAWP.2013.2276933 – ident: S1759078723001071_ref20 doi: 10.2528/PIERM19040505 – ident: S1759078723001071_ref19 doi: 10.2528/PIERL16041907 – ident: S1759078723001071_ref2 doi: 10.1049/iet-map.2015.0545 – volume: 2015 start-page: 1 year: 2015 ident: S1759078723001071_ref26 article-title: A novel multiband miniature planar inverted F antenna design for bluetooth and WLAN applications publication-title: International Journal of Antennas and Propagation – ident: S1759078723001071_ref9 doi: 10.1017/S1759078720000963 – ident: S1759078723001071_ref5 doi: 10.1109/MAP.2007.4385593 – volume: 100 start-page: 471 year: 2019 ident: S1759078723001071_ref10 article-title: On the design of fractal antenna array for multiband applications publication-title: Journal of the Institution of Engineers (India): Series B – ident: S1759078723001071_ref23 doi: 10.1109/TAP.2004.834071 – ident: S1759078723001071_ref16 doi: 10.1007/978-3-319-94785-3_8 – ident: S1759078723001071_ref4 doi: 10.1002/9781118790526 – ident: S1759078723001071_ref28 doi: 10.1007/s10825-021-01676-w – ident: S1759078723001071_ref29 doi: 10.1017/S1759078716000726 – ident: S1759078723001071_ref3 doi: 10.2528/PIERC20022503 – ident: S1759078723001071_ref24 doi: 10.1109/APCAP.2014.6992681 – ident: S1759078723001071_ref13 doi: 10.1016/j.measurement.2021.109766 – ident: S1759078723001071_ref14 doi: 10.1049/iet-cds.2015.0221 – ident: S1759078723001071_ref25 doi: 10.2528/PIERC11111502 – volume: 70 start-page: 599 year: 2016 ident: S1759078723001071_ref8 article-title: A compact metamaterial multiband antenna for WLAN/WiMAX/ITU band applications publication-title: AEU-International Journal of Electronics and Communications – ident: S1759078723001071_ref1 doi: 10.2528/PIER07020201 – ident: S1759078723001071_ref22 doi: 10.1002/dac.5345 – ident: S1759078723001071_ref15 doi: 10.1017/S1759078715001324 – ident: S1759078723001071_ref7 doi: 10.2528/PIERC21041102 – ident: S1759078723001071_ref18 doi: 10.1109/WiSPNET.2018.8538585 – ident: S1759078723001071_ref21 doi: 10.3934/electreng.2021016 – start-page: 1 year: 2022 ident: S1759078723001071_ref12 article-title: Internet of thing based Koch fractal curve fractal antennas for wireless applications publication-title: IETE Journal of Research |
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SubjectTerms | Antenna design Antennas Application programming interface Chromosomes Computer simulation Configurations Design Fractals Genetic algorithms Local area networks Numerical analysis Optimization Simulation |
Title | New method based on genetic algorithm and Minkowski fractal for multiband antenna designs |
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