REFLECTION CHARACTERISTICS OF MICROSTRIP REFLECTARRAY ANTENNAS VIA THE FULL WAVE EM SIMULATION BASED ARTIFICIAL NEURAL NETWORKS


Belen A., Güneş F.

in: Academic Studies in Engineering - II, Prof. Dr. Reyhan İrkin, Editor, Gece Kitaplığı, Ankara, pp.143-156, 2020

  • Publication Type: Book Chapter / Chapter Research Book
  • Publication Date: 2020
  • Publisher: Gece Kitaplığı
  • City: Ankara
  • Page Numbers: pp.143-156
  • Editors: Prof. Dr. Reyhan İrkin, Editor

Abstract

In this work, a single, accurate and fast MLP NN model is completed for the reflection characteristic of a MRA double-layer unit element with the novel complicated patch configuration, based on the 3-D CST simulation to be employed in both design and analysis of the complete MRA. All the stages of building the MLP NN model are given in details as a general systematic method. It can be concluded that this method can be applied as a robust method for accurate, fast modelling for the reflection characteristics of the arbitrarily shaped multi-layer unit elements in design and analysis of a MRAs.