DocumentCode
1841987
Title
Design of square and rectangular microstrip antenna with the use of FFBP algorithm of artificial neural network
Author
Mishra, Abhilasha ; Nandgaonkar, A.B. ; Bhagile, V.D. ; Mehrotra, S.C. ; Patil, P.M.
Author_Institution
Dept. of Comput. Sci. Eng., North Maharashtra Univ., Jalgaon, India
fYear
2009
fDate
14-16 Dec. 2009
Firstpage
1
Lastpage
4
Abstract
In this paper, the analysis and synthesis design of square and rectangular microstrip antenna by using ANN is presented. The feed forward back propagation algorithm of ANN is used to design the parameters of square and rectangular patch antenna. Neural results of trained and tested data are in very good agreement with the experimental results available in the literature. Both models have been used in the field of computational electromagnetics of patch antenna as the most powerful optimizing tools. With the help of analysis model, we get the accurate value of resonant frequency while synthesis model helps to get the accurate value of width W and length L of MSA.
Keywords
computational electromagnetics; feedforward neural nets; microstrip antennas; artificial neural network; computational electromagnetics; feed forward back propogation algorithm; patch antenna; rectangular microstrip antenna; square microstrip antenna; ANN(Artificial Neural network); Analysis and synthesis model; FFBP(Feed forword backpropogation algorithm); MSA(Microstrip Antenna);
fLanguage
English
Publisher
ieee
Conference_Titel
Applied Electromagnetics Conference (AEMC), 2009
Conference_Location
Kolkata
Print_ISBN
978-1-4244-4818-0
Electronic_ISBN
978-1-4244-4819-7
Type
conf
DOI
10.1109/AEMC.2009.5430689
Filename
5430689
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