Title :
ANN solution of partial differential equation in the cylindrical coordinate system for circular patch antenna
Author :
Pattanaik, Sridhar ; Mishra, R.K.
Author_Institution :
Dept. of Electron. Sci., Berhampur Univ., Berhampur
Abstract :
The cavity model is suitable for analytical solution to Helmholtzpsilas equation of patch antennas. Neural network based solutions are suggested as alternatives to conventional cavity methods for the circular microstrip antenna. A trial solution of the differential equation is developed incorporating the boundary conditions. Then the network is trained to satisfy the differential equation.
Keywords :
electrical engineering computing; learning (artificial intelligence); microstrip antennas; neural nets; partial differential equations; ANN solution; Helmholtz equation; cavity model; circular microstrip antenna; circular patch antenna; cylindrical coordinate system; neural network training; partial differential equation; Artificial neural networks; Boundary conditions; Differential equations; Electronics packaging; Microstrip antennas; Mobile antennas; Mobile communication; Neural networks; Partial differential equations; Patch antennas; ANN; Cavity model; Helhmoltz equation; Neural networks; Wave equation;
Conference_Titel :
Recent Advances in Microwave Theory and Applications, 2008. MICROWAVE 2008. International Conference on
Conference_Location :
Jaipur
Print_ISBN :
978-1-4244-2690-4
Electronic_ISBN :
978-1-4244-2691-1
DOI :
10.1109/AMTA.2008.4763172
