Title :
Embedded KBNN and its application to square ring microstrip patch antenna
Author :
Panda, Dhruba C. ; Kumari, E. Kusuma
Author_Institution :
Dept. of Electron. & Commun. Eng., Centurion Univ. of Technol. & Manage., Paralakhemundi, India
Abstract :
This paper discuss about a simple and efficient approach to embed empirical knowledge into a multilayer neural network using backpropagation algorithm. The developed scheme is applied to square ring microstrip patch antenna to calculate resonant frequency.
Keywords :
backpropagation; electrical engineering computing; knowledge based systems; microstrip antennas; multilayer perceptrons; backpropagation algorithm; embedded knowledge based neural network; multilayer neural network; square ring microstrip patch antenna; Knowledge based systems; Microstrip; Microstrip antennas; Patch antennas; Resonant frequency; Training; Training data; Knowledge Based Neural Network; Microstip Ring Antenna;
Conference_Titel :
Applied Electromagnetics Conference (AEMC), 2011 IEEE
Conference_Location :
Kolkata
Print_ISBN :
978-1-4577-1098-8
DOI :
10.1109/AEMC.2011.6256818
