Hostname: page-component-848d4c4894-sjtt6 Total loading time: 0 Render date: 2024-07-07T15:42:21.807Z Has data issue: false hasContentIssue false

New method based on genetic algorithm and Minkowski fractal for multiband antenna designs

Published online by Cambridge University Press:  03 October 2023

Bouchra Ezzahry*
Affiliation:
Electronic & Smart Systems (ESS) Team, Intelligent Systems Design (ISD) laboratory, Faculty of Sciences, Abdelmalek Essaadi University, Tetouan, Morocco
Taj-Eddin Elhamadi
Affiliation:
Electronic & Smart Systems (ESS) Team, Intelligent Systems Design (ISD) laboratory, Faculty of Sciences, Abdelmalek Essaadi University, Tetouan, Morocco
Mohammed Lamsalli
Affiliation:
Electronic & Smart Systems (ESS) Team, Intelligent Systems Design (ISD) laboratory, Faculty of Sciences, Abdelmalek Essaadi University, Tetouan, Morocco
Naima Amar Touhami
Affiliation:
Electronic & Smart Systems (ESS) Team, Intelligent Systems Design (ISD) laboratory, Faculty of Sciences, Abdelmalek Essaadi University, Tetouan, Morocco
*
Corresponding author: Bouchra Ezzahry; Email: [email protected]

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 $24 \times 24 \times 0.8\;{\textrm{m}}{{\textrm{m}}^3}$ ($460\;{\textrm{m}}{{\textrm{m}}^3}$).

Type
Research Paper
Copyright
© The Author(s), 2023. Published by Cambridge University Press in association with the European Microwave Association

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Song, Y, Jiao, YC, Zhao, G and Zhang, FS (2007) Multiband CPW-fed triangle-shaped monopole antenna for wireless applications. Progress in Electromagnetics Research 70, 329336.CrossRefGoogle Scholar
Cui, Y, Yang, L, Liu, B and Li, R (2016) Multiband planar antenna for LTE/GSM/UMTS and WLAN/WiMAX handsets. IET Microwaves, Antennas & Propagation 10(5), 502506.CrossRefGoogle Scholar
Singh, PP, Goswami, PK, Sharma, SK and Goswami, G (2020) Frequency reconfigurable multiband antenna for IoT applications in WLAN, Wi-Max, and C-band. Progress in Electromagnetics Research C 102, 149162.CrossRefGoogle Scholar
Gao, SS, Luo, Q and Zhu, F (2014) Circularly Polarized Antennas. Chichester: John Wiley & Sons.CrossRefGoogle Scholar
Byndas, A, Hossa, R, Bialkowski, ME and Kabacik, P (2007) Investigations into operation of single-and multi-layer configurations of planar inverted-F antenna. IEEE Antennas and Propagation Magazine 49(4), 2233.CrossRefGoogle Scholar
Fernandes, EMF, da Silva, MW, da Silva Briggs, L, de Siqueira Campos, AL, de Araújo, HX, Casella, IR, Capovilla, CE, Souza, VP and de Matos, LJ (2019) 2.4–5.8 GHz dual-band patch antenna with FSS reflector for radiation parameters enhancement. AEU-International Journal of Electronics and Communications 108, 235241.Google Scholar
Christydass, SPJ and Gunavathi, N (2021) Octa-band metamaterial inspired multiband monopole antenna for wireless application. Progress in Electromagnetics Research C 113, 97110.CrossRefGoogle Scholar
Rajkumar, R and Usha Kiran, K (2016) A compact metamaterial multiband antenna for WLAN/WiMAX/ITU band applications. AEU-International Journal of Electronics and Communications 70(5), 599604.Google Scholar
Karmakar, A (2021) Fractal antennas and arrays: A review and recent developments. International Journal of Microwave and Wireless Technologies 13(2), 173197.CrossRefGoogle Scholar
Bhatia, SS and Singh Sivia, J (2019) On the design of fractal antenna array for multiband applications. Journal of the Institution of Engineers (India): Series B 100(5), 471476.Google Scholar
Liu, G, Liang, X and Zhensen, W (2013) Dual-band microstrip RFID antenna with tree-like fractal structure. IEEE Antennas and Wireless Propagation Letters 12, 976978.CrossRefGoogle Scholar
Yadav, K, Jain, A, Osman Sid Ahmed, NM, Saad Hamad, SA, Dhiman, G and Alotaibi, SD (2022) Internet of thing based Koch fractal curve fractal antennas for wireless applications. IETE Journal of Research, 110.Google Scholar
Rengasamy, R, Dhanasekaran, D, Chakraborty, C and Ponnan, S (2021) Modified Minkowski fractal multiband antenna with circular-shaped split-ring resonator for wireless applications. Measurement 182, .CrossRefGoogle Scholar
Alibakhshi‐Kenari, M, Naser‐Moghadasi, M, Ali Sadeghzadeh, R, Virdee, BS and Limiti, E (2016) Dual‐band RFID tag antenna based on the Hilbert‐curve fractal for HF and UHF applications. IET Circuits, Devices & Systems 10(2), 140146.CrossRefGoogle Scholar
Sivasundarapandian, S and Suriyakala, CD (2017) A planar multiband Koch snowflake fractal antenna for cognitive radio. International Journal of Microwave and Wireless Technologies 9(2), 335339.CrossRefGoogle Scholar
Moradi-Pari, E (2019) 5.9 GHz spectrum sharing. In Miucic, R (ed), Connected Vehicles. Cham: Springer, 203216.CrossRefGoogle Scholar
Haupt, RL and Ellen Haupt, S (2004) Practical Genetic Algorithms. Hoboken: John Wiley & Sons.Google Scholar
Gulati, M, Siddharth, S, Vedi, Y and Susila, M (2018) Genetic-algorithm based planar antenna design. In 2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India, pp. 1–2.CrossRefGoogle Scholar
Lamsalli, M, El Hamichi, A, Boussouis, M, Touhami, NA and Elhamadi, T (2016) Genetic algorithm optimization for microstrip patch antenna miniaturization. Progress In Electromagnetics Research Letters 60, 113120.CrossRefGoogle Scholar
Kanni, VR and Brinda, R (2019) Design of high gain microstrip antenna for vehicle to vehicle communication using genetic algorithm. Progress in Electromagnetics Research M 81, 167179.CrossRefGoogle Scholar
Jayasinghe, JW (2021) Application of genetic algorithm for binary optimization of microstrip antennas: A review. AIMS Electronics and Electrical Engineering 5(4), 315333.CrossRefGoogle Scholar
Pérez‐Moroyoqui, R, Rodríguez‐Romo, S and Ibáñez‐Orozco, O (2022) Genetic algorithm for the design of a multiband microstrip antenna with self‐avoiding geometry obtained by backtracking. International Journal of Communication Systems 35(18), .CrossRefGoogle Scholar
Villegas, FJ, Cwik, T, Rahmat-Samii, Y and Manteghi, M (2004) A parallel electromagnetic genetic-algorithm optimization (EGO) application for patch antenna design. IEEE Transactions on Antennas and Propagation 52(9), 24242435.CrossRefGoogle Scholar
Chen, Y, Zhang, Y, Lin, Z, Zhao, X and Jiang, S (2014) GPU accelerated parallel MoM for simulating microstrip antenna array. In Proceedings of 2014 3rd Asia-Pacific Conference on Antennas and Propagation. IEEE.CrossRefGoogle Scholar
Liu, J-C, Liu, HH, Yeh, KD, Liu, CY, Zeng, BH and Chen, CC (2012) Miniaturized dual-mode resonators with Minkowski-island-based fractal patch for WLAN dual-band systems. Progress in Electromagnetics Research C 26, 229243.CrossRefGoogle Scholar
Jayasinghe, JM and Uduwawala, D (2015) A novel multiband miniature planar inverted F antenna design for bluetooth and WLAN applications. International Journal of Antennas and Propagation 2015, 16.Google Scholar
Wakrim, L, Ibnyaich, S and Hassani, MM (2017) Multiband operation and performance enhancement of the PIFA antenna by using particle swarm optimization and overlapping method. Applied Computational Intelligence and Soft Computing 2017, 18.CrossRefGoogle Scholar
Wakrim, L, Yassini, AE, Khabba, A, Ibnyaich, S and Hassani, MMR (2021) Novel design of a triple band PIFA antenna by using a binary genetic algorithm. Journal of Computational Electronics 20(3), 13731386.CrossRefGoogle Scholar
Sedghi, MS, Naser-Moghadasi, M and Zarrabi, FB (2017) Microstrip antenna miniaturization with fractal EBG and SRR loads for linear and circular polarizations. International Journal of Microwave and Wireless Technologies 9(4), 891901.CrossRefGoogle Scholar