The design of circular microstrip patch antenna by using Conjugate Gradient algorithm of ANN

Author

Mishra, Anadi ; Janvale, G. ; Pawar, Bhausaheb V. ; Patil, A.J.

Author_Institution

Dept. of Electron. Enggineering, North Maharashtra Univ., Jalgaon, India

fYear

2011

fDate

18-22 Dec. 2011

Firstpage

1

Lastpage

4

Abstract

The paper presents the Conjugate Gradient model of Artificial Neural Network for design of circular microstrip antenna (MSA). In this model, a closed form expression is used for accurate determination of the resonant frequency of circular microstrip patch antenna. The calculated resonant frequency results are in good agreement with the experimental results reported elsewhere. The results show better agreement with the trained and tested data of ANN models. The results are verified by the experimental results to produce accurate ANN models. This presents ANN model practically as an alternative method to the detailed electromagnetic design of circular microstrip antenna.

Keywords

conjugate gradient methods; electrical engineering computing; microstrip antennas; neural nets; ANN; artificial neural network; circular microstrip patch antenna design; conjugate gradient algorithm; electromagnetic design; resonant frequency determination; Analytical models; Artificial neural networks; Data models; Microstrip; Microstrip antennas; Predictive models; Resonant frequency; Artificial Neural Network (ANN); Circular Microstrip antenna (CMSA); Conjugate; Gradient (C.G);

fLanguage

English

Publisher

ieee

Conference_Titel

Applied Electromagnetics Conference (AEMC), 2011 IEEE

Conference_Location

Kolkata

Print_ISBN

978-1-4577-1098-8

Type

conf

DOI

10.1109/AEMC.2011.6256829

Filename

6256829