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
Link To Document :
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