DOI: https://doi.org/10.14710/jtsiskom.6.2.2018.84-92

Desain dan Optimasi Antena Pita Lebar Planar Monopole Bentuk Sembarang dengan Algoritma Genetika dan Metoda Momen

Design and Optimization of Arbitrary Shape of Planar Monopole Wideband Antenna using Genetic Algorithm and Moment Method

Department of Telecommunication Engineering, Institut Teknologi Bandung, Indonesia

Received: 1 Mar 2018; Published: 30 Apr 2018.
Open Access Copyright (c) 2018 Jurnal Teknologi dan Sistem Komputer
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Citation Format:
Abstract

This paper presents a new approach in designing an ultra wideband minimum dispersion antenna optimally to avoid the degradation of broadband communications system performance. Design and iterative optimization are applied to an arbitrary shape of planar monopole antenna using a genetic algorithm combined with the moment method, abbreviated as AGMM method, and implemented with Matlab. Two arbitrary shapes of planar monopole antennas have been implemented in compact physical size using AGMM optimization, each having 9.1 GHz and 7.4 GHz bandwidths, the lowest frequency of 1.9 GHz and 2.7 GHz and fidelity 0.6 and 0.64 for any arbitrary discrete antenna and edge profile antenna. This method can be applied to design any arbitrary shapes of an ultra-wideband antenna with each has wide bandwidth more than 7 GHz, the lowest frequency below 3 GHz and a minimum fidelity of 0,55 that is suitable for high- speed communication, such as 5G system.

Fulltext View|Download Email colleagues
Keywords: ultra wideband antenna; minimum dispersion; genetic algorithm; moment method; optimal antenna

Article Metrics:

Article Info
Section: Original Research Articles
Language : ID
Most viewed articles
Pengembangan Sistem Pakar Untuk Diagnosis Penyakit Hepatitis Berbasis Web Menggunakan Metode Certainty Factor Perancangan Perangkat Lunak untuk Analisis Tingkat Fokus pada Citra Mikroskop Digital Menggunakan Proses Ekstraksi Ciri K-means-SMOTE for handling class imbalance in the classification of diabetes with C4.5, SVM, and naive Bayes Implementasi Algoritma Kriptografi RSA untuk Enkripsi dan Dekripsi Email Decision Support System for Thesis Graduation Recommendation Using AHP-TOPSIS Method More articles
Most cited articles
Pembuatan Aplikasi Terintegrasi, Pendataan Barang di Gudang Berbasis Android Pengembangan Teknologi Informasi Mobile Learning Universitas Diponegoro Berbasis Android Desain dan Implementasi Sistem Pembelajaran Jarak Jauh Di Program Studi Sistem Komputer Perancangan Game Math Adventure Sebagai Media Pembelajaran Matematika Berbasis Android Identification of Herbal Medicinal Plants Based on Leaf Image Using Gray Level Co-occurence Matrix and K-Nearest Neighbor Algorithms More cited articles
  1. J. Suryana, "The Rainfall Intensity Effects on 1–13 GHz UWB-Based 5G System for Outdoor Applications", Wireless Communications and Mobile Computing, volume 2017, pp. 1-13, 2017
  2. R. L. Haupt and D. H. Werner, Genetic Algorithms in Electromagnetics. John Wiley & Sons, 2007
  3. J. M. Johnson and Y. Rahmat-Samii, "Genetic Algorithm and Method of Moments (GA/MoM) for the Design of Integrated Antennas," IEEE Transactions on Antennas and Propagation, vol. 47, no. 10, pp. 1606-1614, Oct. 1999
  4. D. W. Boeringer, D. W. Mchuga, and D. H. Werner, "Synthesis of Phased Array Amplitude Weights for Stationary Sidelobe Envelopes using Genetic Algorithms," in IEEE Antennas and Propagation Society International Symposium, Boston, 8-13 July 2001, pp. 684-687
  5. A. B. Teirab, J. A. Jervase, and S. S. Mneina, "Design of UWB Monopole Antenna using Genetic Algorithms," in 2013 7th IEEE GCC Conference and Exhibition (GCC), Doha, 17-20 Nov. 2013, pp. 89-92
  6. Y. L. Li, W. Shao, L. You, and B. Z. Wang, "An Improved PSO Algorithm and Its Application to UWB Antenna Design," IEEE Antennas and Wireless Propagation Letters, vol. 12, pp. 1236-1239, 2013
  7. A. Deb, J. S. Roy, and B. Gupta, "Performance Comparison of Differential Evolution, Particle Swarm Optimization and Genetic Algorithm in the Design of Circularly Polarized Microstrip Antennas," IEEE Transactions on Antennas and Propagation, vol. 62, no. 8, pp. 3920-3928, Aug. 2014
  8. Y. Wu, X. Wang, Y. Wang, S. Rashid, Y. Ding, and Y. Zhang, "The Design and Optimization of Ultra Wideband Antenna Based on Particle Swarm Algorithm," in IEEE International Conference on Computational Electromagnetics (ICCEM 2016), Guangzhou, 23 – 25 February 2016, pp. 205-207
  9. H. J. Mohammed, A. S. Abdullah, R. S. Ali, Y. I. Abdulraheem, and R. A. Abd-Alhameed, "Performance Comparison of Particle Swarm Optimization, And Genetic Algorithm in The Design Of UWB Antenna," Journal of Telecommunications, vol. 27, no. 2, pp. 22-26, 2014
  10. S. R. Martins, H. W. C. Lins, and C. R. M. Silva, "A Self-organizing Genetic Algorithm for UWB Microstrip Antenna Optimization Using a Machine Learning Technique," in International Conference on Intelligent Data Engineering and Automated Learning, Berlin, 2012, pp 642-649
  11. C. R. M. Silva, H. W. C. Lins, S. R. Martins, E. E. F. Barreto, and A. G. D'Assunção, "A Multiobjective Optimization of a UWB Antenna using a Self Organizing Genetic Algorithm," Microwave and Optical Technology Letters, vol. 54, no. 8, pp. 1824-1828, Aug. 2012
  12. J. Jayasinge, J. Anguera, and D. Uduwala, "Genetic Algorithm Optimization of a High-Directivity Microstrip Patch Antenna Having a Rectangular Profile," Radioengineering, vol. 22, no. 3, Sept. 2013
  13. M. H. Miry, G. A. Al-Suhail, F. Abdussalam, M. B. Child, and R. A. Abd-Alhameed, “Design of a Small Ultra Wideband Antenna using a Genetic Algorithm Approach”, in Internet Technologies and Applications (ITA), 2015, pp. 461-465
  14. M. T. Asghar, M. F. Shafique, I. Usman, N. Gogosh, and M. A. Khan, "Design and Optimization of an UWB Antenna with 5.8 GHz Band Suppression Using Genetic Algorithm," Journal of Basic and Applied, vol. 3, no. 7, pp. 701-707, 2013
  15. K. Fertas, H. Kimouche, M. Challal, F. Ghanem, F. Fertas, and R. Aksas, "Development of a Novel UWB Planar Antenna using a Genetic Algorithm," in 2017 5th International Conference on Electrical Engineering-Boumerdes (ICEE-B), Boumerdes, 29 Oct. 2017, pp. 1-4
  16. G. Quintero, J. F. Zürcher, and A. K. Skrivervik, "System Fidelity Factor: A New Method for Comparing UWB Antennas," IEEE Transactions on Antennas and Propagation, vol. 59, no. 7, pp. 2502–2512, 2011
  17. Davidson, Computational Electromagnetics for RF and Microwave Engineering. Cambridge University Press, July 2014
  18. S. M. Rao, D. R. Wilton, and A. W. Glisson, "Electromagnetic Scattering by Surfaces of Arbitrary Shape," IEEE Transactons on Antennas and Propagation, vol. 30, no. 3, pp. 409–418, May 1982
  19. B. Kaur and L. S. Solanski, "A Brief Review on Bowtie Antenna," in Proc. National Conference on Communication & Networking (NCCN-12), 3-4 February 2012
  20. Mathworks Inc, Partial Differential Equation Toolbox For Use with MATLAB. February 1996

Last update:

No citation recorded.

Last update: 2024-12-21 11:34:07

No citation recorded.