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Reseach Article

Artificial Neural Network Model for Suspended Shorted 900 Sectoral Microstrip Antennas

Published on February 2016 by Amit A. Deshmukh, Shivali D. Kulkarni, Venkata A.p.c.
CAE Proceedings on International Conference on Communication Technology
Foundation of Computer Science USA
ICCT2015 - Number 1
February 2016
Authors: Amit A. Deshmukh, Shivali D. Kulkarni, Venkata A.p.c.
712e497a-579d-4241-a865-52b8dcfd54b0

Amit A. Deshmukh, Shivali D. Kulkarni, Venkata A.p.c. . Artificial Neural Network Model for Suspended Shorted 900 Sectoral Microstrip Antennas. CAE Proceedings on International Conference on Communication Technology. ICCT2015, 1 (February 2016), 0-0.

@article{
author = { Amit A. Deshmukh, Shivali D. Kulkarni, Venkata A.p.c. },
title = { Artificial Neural Network Model for Suspended Shorted 900 Sectoral Microstrip Antennas },
journal = { CAE Proceedings on International Conference on Communication Technology },
issue_date = { February 2016 },
volume = { ICCT2015 },
number = { 1 },
month = { February },
year = { 2016 },
issn = 2394-4714,
pages = { 0-0 },
numpages = 1,
url = { /proceedings/icct2015/number1/520-0161/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 CAE Proceedings on International Conference on Communication Technology
%A Amit A. Deshmukh
%A Shivali D. Kulkarni
%A Venkata A.p.c.
%T Artificial Neural Network Model for Suspended Shorted 900 Sectoral Microstrip Antennas
%J CAE Proceedings on International Conference on Communication Technology
%@ 2394-4714
%V ICCT2015
%N 1
%P 0-0
%D 2016
%I Communications on Applied Electronics
Abstract

The simplest way to realize broadband microstrip antenna is by selecting thicker air substrate for the radiating patch. The compact circular microstrip antenna is realized by placing the shorting plate/post along the zero field line at fundamental TM11 mode and by using only half of the shorted patch. To increase the bandwidth of compact shorted microstrip antenna, thicker air substrate is used. While designing shorted circular microstrip antenna, frequency formulations used in for conventional circular microstrip antenna on thinner substrate, gives closer approximation. However design formulations to realize shorted compact circular microstrip antenna on thicker substrate over wide range of frequencies are not available. In this paper, an artificial neural network model to predict the shorted circular patch radius in shorted 900 Sectoral microstrip antenna for varying frequencies and substrate thickness is proposed. The frequency calculated using the predicted shorted patch radius closely agrees with the simulated and measured shorted patch frequency.

References
  1. B. Bhartia and I. J. Bahl, Microstrip Antennas, USA, 1980.
  2. Kumar, G. , Ray, K. P. , 2003. Broadband Microstrip Antennas, 1st edn. , Artech House, USA.
  3. Wong, K. L. , 2002. Compact and Broadband Microstrip Antennas, 1st edn. , John Wiley & sons, Inc. , New York, USA.
  4. Garg, R. , Bhartia, P. , Bahl, I. , Ittipiboon, A. , 2001. Microstrip Antenna Design Handbook, Artech House, USA.
  5. Kushwah, V. S. , Tomar, G. S. , 2009. Design of Microstrip Patch Antennas Using Neural Network, Proceedings of Third Asia International Conference on Modelling & Simulation, Bali, (DOI - 10. 1109/AMS. 2009. 12).
  6. Turker, N. , Gunes, F. , Yildirim, T. , 2006. Artificial Neural Design of Microstrip Antennas, Turk J Elec Engin, 14, 3, 445 – 453.
  7. Can, S. , Kapusuz, K. Y. , and Aydin, E. , Calculation of Resonant frequencies of a shorting pin-loaded ETMSA with ANN, Microwave and Optical Technology Letters, Vol. 56, No. 3, March 2014, 660 – 663.
  8. Kapusuz, K. Y. Tora, H. , and Can, S. , Neural network based estimation of resonant frequency of an equilateral triangular microstrip antenna, Tech Gaz, 20, 2013, 1 – 6.
  9. Sagiroglu, S. , and Guney, K. , Calculation of Resonant frequency for an equilateral triangular microstrip antenna with the use of artificial neural networks, Microwave and Optical Technology Letters, Vol. 14, 1997, 89 – 93.
  10. Deshmukh, Amit A. , Kulkarni, Shivali D. , Venkata, A. P. C. , and Phatak, Neelam V. , Artificial Neural Network Model for Suspended Rectangular Microstrip Antennas, Proceedings of ICAC3 – 2015, 1st & 2nd April 2014, Mumbai, India
  11. Deshmukh, Amit A. , Kulkarni, Shivali D. , Venkata, A. P. C. , and Phatak, Neelam V. , Artificial Neural Network Model for Suspended Rectangular Microstrip Antennas, Proceedings of ICAC3 – 2015, 1st & 2nd April 2014, Mumbai, India
  12. IE3D 12. 1, Zeland Software, Freemont, USA, 2004.
Index Terms

Computer Science
Information Sciences

Keywords

Circular microstrip antenna Compact microstrip antenna Shorted 900 Sectoral antenna Artificial Neural Network model Supervised Network Back Propagation Algorithm