Calculation of Resonating Frequency of an Equilateral Triangular Microstrip Antenna Using Artificial Neural Network, “This paper has been withdrawn”
-
https://doi.org/10.14419/ijet.v1i4.383
Received date: August 16, 2012
Accepted date: September 6, 2012
Published date: September 11, 2012
-
Abstract
This paper adopted a new method of calculation of resonating frequency of an equilateral triangular microstrip antenna using artificial neural network (ANN). The major advantage of an artificial neural network is proposed to predict the resonant frequency of an antenna as a function of its geometric parameters. The proposed neural model completely bypasses the required number of electromagnetic computation in training for design of such types of antenna. Thus resulting is an extremely fast solution and the ANN is ten times lower than that needed during antenna optimization process and resulting with high accuracy. The simulated software (Zealand IE3D version 12.0) based on method of moments has been used to generate data for training and validation set of ANN. The results of proposed ANN model are compared with the simulated results which were in very good agreement with the simulated results.
-
References
- Dipak K.Neog, Shyam S Pattnaik, “design of wideband microstrip antenna and the use of artificial neural networks in parameter calculation”, IEEE Antennas and propogation Magazine, Vol.47, No.3 june (2005).
- C.A. Balanis, Antenna Theory, John Wiley & Sons, Inc., (1997).
- D.M.Pozar, “Microstrip Antennas”, proceeding, IEEE,Vol. 80, pp.79-81,January,(1992).
- Nurhan Turker, Filiz gunes, Tulay yildrim, “Artificial Neural Design of Microstrip Antennas”, Turk J Engine, Vol.14, NO.3,(2006).
- S Sa gıro glu, K. Guney, “Calculation of resonant frequency for an equilateral triangular microstrip antenna using artificial neural Networks”, Microwave Opt. Technology Lett., Vol. 14, pp. 89-93, (1997).
- Vandana vikas thakre, pramod singhal, “calculation of resonating frequency of rectangular microstrip antenna using artificial neural network” ,Microwave and Millimetre Wave Technology. Vol. 3 pp. 1243-1245, April (2008).
- J.S. Dahele and K.F. Lee, "On the resonant frequencies of the triangular patch antenna," IEEE Trans. Antennas Propagat., vol.AP-35, pp. 100–101, Jan.(1987).
- K. Guney.” Resonant Frequency of a triangular Microstrip Antenna.” Microwave opt.Technol.Lett.Vol6.No9,PP 555–557 (1993).
- R. Gopalakrishnan, N. Gunasekaran, “Design Of Equilateral triangular Microstrip Antenna Using Artifical Neural Networks”, 0-7803-8842-9/05, pp 246–249.
- Q.J. Zhang, K.C. Gupta, Neural Network for RF and Microwave Design, Artech House Publishers, (2000).
- Simon Haykin, Neural Network second edition pHI.
- O. A. Abdalla, M. N. Zakaria, S. Sulaiman and W. F. W. Ahmad, “A Comparison of Feed-forward Back-propagation and Radial Basis Artificial Neural Networks: A Monte Carlo Study”, 2010 International Symposium in Information Technology, Kuala Lumpur, pp. 994-998, (2010).
- W. Gao, L. Ma, Z. Jia, and Y. Ning , “Comparison of the GRNN and BP Neural Network for the Prediction of Populus (p.xeuramericana cv."74176") seedlings' Water Consumption”, Proceedings of IEEE International Conference on Advanced Computer Theory and Engineering (ICACTE), Chengdu, Vol. 2, pp. 389-392, (2010).
- P.Pradhan, D.Sarkar, P.P.Sarkar “Development of a Relation between Slot Lengths of Microstrip Antenna and Its Resonant Frequencies Using Soft Computing Tool” International Journal of Computer Science & Communication Networks,Vol 2(2), 160-162.
- Tanushree Bose and Nisha Gupta “Neural Network Model for Aperture Coupled Microstrip Antennas” Microwave Review September, (2008).
- IE3D 12.0, Zeland Software.
-
Downloads
-
How to Cite
Gupta, P., Singhal, P., & Gupta, R. (2012). Calculation of Resonating Frequency of an Equilateral Triangular Microstrip Antenna Using Artificial Neural Network, “This paper has been withdrawn”. International Journal of Engineering and Technology, 1(4), 444-452. https://doi.org/10.14419/ijet.v1i4.383
