Title :
Analysis of microstrip antennas using neural networks
Author :
Vegni, Lucio ; Toscano, Alessandro
Author_Institution :
Dept. of Electron. Eng., Rome Univ., Italy
fDate :
3/1/1997 12:00:00 AM
Abstract :
This paper presents the application of non-linear neural optimization networks to the analysis of arbitrarily shaped microstrip patch antennas with a very general bianisotropic grounded slab. A neural network approach is presented to solve in a new and efficient way the integral equation which describes, from the electromagnetic point of view the planar integrated structure
Keywords :
antenna radiation patterns; backpropagation; electrical engineering; electrical engineering computing; electromagnetic wave scattering; integral equations; microstrip antennas; multilayer perceptrons; neural net architecture; antenna radiation properties; backpropagation neural network architecture; bianisotropic grounded slab; integral equation; microstrip patch antennas; nonlinear neural optimization networks; planar integrated structure; scattering problems; Constraint optimization; Electromagnetic scattering; Geometry; Green´s function methods; Integral equations; Microstrip antenna arrays; Microstrip antennas; Neural networks; Patch antennas; Slabs;
Journal_Title :
Magnetics, IEEE Transactions on
