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


Belen A., Güneş F.

Academic Studies in Engineering - II, Prof. Dr. Reyhan İrkin, Editör, Gece Kitaplığı, Ankara, ss.143-156, 2020

  • Yayın Türü: Kitapta Bölüm / Araştırma Kitabı
  • Basım Tarihi: 2020
  • Yayınevi: Gece Kitaplığı
  • Basıldığı Şehir: Ankara
  • Sayfa Sayıları: ss.143-156
  • Editörler: Prof. Dr. Reyhan İrkin, Editör

Özet

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.