alexa DESIGN OF RECTANGULAR PATCH ANTENNA USING MLP ARTIFICIAL NEURAL NETWORK
ISSN: 1948-1432

Journal of Global Research in Computer Sciences
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Research Article

DESIGN OF RECTANGULAR PATCH ANTENNA USING MLP ARTIFICIAL NEURAL NETWORK

P. Kala*1, Rohini Saxena2, Mukesh kumar2,Anil Kumar2, Reena Pant3
  1. Shree Ganpati Institute of Technology Ghaziabad,India-201302
  2. ECE Department, SHIATS-DU, Allahabad, India-211007
  3. IETMJP Rohilkhand university bareilly,India-201001
Corresponding Author: P. Kala, E-mail: [email protected]
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Abstract

This paper presents the designing of a rectangular microstrip antenna using Multi Layer Preceptron (MLP) neural network model. The model was trained for 40 set of input-output (length of patch-resonant frequency) parameters. The output error and time delay (no. of epochs) were optimized by changing the learning rate and momentum term. In case of testing the output of the present model (resonant frequency) is found in good agreement with theoretical results.

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