Detail publikačního výsledku

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

RAIDA, Z.

Originální název

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

Anglický název

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Elman neural network, finite element method, planar transmission lines

Klíčová slova v angličtině

Elman neural network, finite element method, planar transmission lines

Autoři

RAIDA, Z.

Rok RIV

2011

Vydáno

07.05.2003

Nakladatel

Ústav radioelektroniky, FEKT VUT v Brně

Místo

Brno

ISBN

80-214-2383-8

Kniha

Proceedings of Radioelektronika 2003

Strany od

268

Strany počet

4

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"
}