Result Details

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

RAIDA, Z. Broadband Modeling of Planar Transmission Lines by Elman Neural Network. In Proceedings of Radioelektronika 2003. Brno: Ústav radioelektroniky, FEKT VUT v Brně, 2003. 4 p. ISBN: 80-214-2383-8.
Type
conference paper
Language
English
Authors
Raida Zbyněk, prof. Dr. Ing.
Abstract

In the paper, exploitation of Elman neural network for broadband modeling of a shielded microstrip transmission line in layered media is discussed. The structure is numerically modeled by finite-element method. The numerical model acts as a teacher for Elman neural network representing the behavior of the structure. Elman neural model is compared to a feed-forward neural one from the point of view of accuracy, approximation abilities, CPU-time demands and elaborateness of the development.

Keywords

Elman neural network, finite element method, planar transmission lines

Published
2003
Pages
4
Proceedings
Proceedings of Radioelektronika 2003
Edition
1.
Conference
Radioelektronika 2003
ISBN
80-214-2383-8
Publisher
Ústav radioelektroniky, FEKT VUT v Brně
Place
Brno
BibTeX 
@inproceedings{BUT7271,
  author="Zbyněk {Raida}",
  title="Broadband Modeling of Planar Transmission Lines by Elman Neural Network",
  booktitle="Proceedings of Radioelektronika 2003",
  year="2003",
  number="1.",
  pages="4",
  publisher="Ústav radioelektroniky, FEKT VUT v Brně",
  address="Brno",
  isbn="80-214-2383-8"
}
Departments
Department of Radio Electronics (UREL)
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