Neural model of wideband tapered slot antenna

Authors

DOI:

https://doi.org/10.20535/RADAP.2014.56.55-61

Keywords:

antenna, antenna parameters, optimal neural network, Vivaldi antenna

Abstract

This paper presents an analysis of topology and parameters of neural network for simulation reflection coefficient and gain of wideband tapered slot antenna. The optimal parameters were found. This optimal parameters provides an average error of 0,023 for reflection coefficient and 0.163 for gain.

Author Biographies

H. M. Mazurkevych, National Technical University of Ukraine, Kyiv Politechnic Institute, Kiev

B.S.

D. O. Vasylenko, Aerotechnica–MLT LTD

Cand. of  Sci.(Techn.)

References

Перелік посилань

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Reid E. W. A 324–element Vivaldi antenna array for radio astronomy instrumentation / E. W. Reid, L. Ortiz–Balbuena, A. Ghadiri, K. Moez // IEEE Transactions on instrumentation and measurement. – 2012. – Vol. 61, № 1. – C. 241–249.

Schaubert D. H. Endfire tapered slot antennas on dielectric substrates / D. H. Schaubert, E.L. Kollberg, T. Korzeniowski, T.Thungren, J. Johansson, K.S. Yngvesson // IEEE Transactions on antennas and propagation. – 1985. – Vol. SP – 33, № 12. – P. 1392 – 1400.

Christodoulou C. Applications of neural networks in electromagnetics / C. Christodoulou, M. Georgiopoulos. – Norwood: Artech House, 2001. – 515 p.

Дубровка Ф.Ф. Синтез ультраширокосмугової планарної дипольної bow-tie антени нейронно-генетичним методом / Ф.Ф. Дубровка, Д.О. Василенко // Вісник НТУУ «КПІ». Серія Радіотехніка. Радіоапаратобудування. – 2008. – № 37. – с. 53-60.

Дубровка Ф. Ф. Конструктивный синтез планарных антенн с помощью природных алгоритмов оптимизации / Ф.Ф. Дубровка, Д.О. Василенко // Известия вузов. Радиоэлектроника. – 2009. – Т. 52, № 4. – С. 3–22.

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References

Ostadrahimi M., Mojabi P. and Noghanian S. (2012) A novel microwave tomography system based on the scattering probe technique. IEEE Transactions on instrumentation and measurement. Vol. 61, No 2, pp. 379–390.

Reid E.W., Ortiz–Balbuena L., Ghadiri A. and Moez K. (2012) A 324–element Vivaldi antenna array for radio astronomy instrumentation. IEEE Transactions on instrumentation and measurement. Vol. 61, No 1. pp. 241–249.

Schaubert D.H., Yngvesson K.S., and Thomas L. (1985) Endfire tapered slot antennas on dielectric substrates. IEEE Transactions on antennas and propagation. Vol. SP–33, No 12. pp. 1392–1400.

Christodoulou, C. and Georgiopoulos, M. (2001) Applications of neural networks in electromagnetics. Norwood: Artech House, 515 p.

Dubrovka, F. F. and Vasylenko, D. O. (2008) Synthesis of ultrawideband planar dipole bow-tie antenna by neural-genetic method. Visn. NTUU KPI, Ser. Radioteh. radioaparatobuduv. no. 37, pp. 53-60. (in Ukrainian)

Dubrovka F. F. and Vasylenko D.O. (2009) Synthesis of UWB planar antennas by means of natural optimization algorithms. Radioelectronics and Communications Systems. Vol. 52, No 4, pp. 3-22.

Zhang Q. J. and Gupta K. C. (2000) Neural networks for RF and microwave design. Norwood, Artech House, 369 p.

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Published

2014-04-03

How to Cite

Мазуркевич, Г. and Василенко, Д. (2014) “Neural model of wideband tapered slot antenna”, Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, 0(56), pp. 55-61. doi: 10.20535/RADAP.2014.56.55-61.

Issue

No. 56 (2014)

Section

Electrodynamics. Microwave devices. Antennas

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