Artificial Neural Network in the Design of Rectangular Microstrip Antenna

Artificial Neural Network in the Design of Rectangular Microstrip Antenna

Adil Bouhous University of Jijel, Algeria

ABSTRACT

A simple design to compute accurate resonant frequencies and the electric fields of rectangular microstrip antennas using artificial neural networks (ANN) is proposed. The ANN is developed to calculate the frequency and antenna's field. ANN is designed using multilayer perceptron networks (MLP). The results that were obtained accord the trained and tested data of ANN models. As a result, the ANN model is presented as a substitutional method to the detailed electromagnetic design of rectangular microstrip antenna.

KEYWORDS Multilayer Perceptron Network, Rectangular Microstrip Antennas, Resonant Frequencies, Electric Fields. Original Source URL: http://airccse.org/journal/acii/papers/2215acii04.pdf http://airccse.org/journal/acii/vol2.html