Title :
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
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);
Conference_Titel :
Applied Electromagnetics Conference (AEMC), 2011 IEEE
Conference_Location :
Kolkata
Print_ISBN :
978-1-4577-1098-8
DOI :
10.1109/AEMC.2011.6256829
