Publication detail

Exploration of Neural Networks in the Design of Microwave Structures

RAIDA, Z.

Original Title

Exploration of Neural Networks in the Design of Microwave Structures

Type

journal article - other

Language

English

Original Abstract

Artificial neural networks can be used for modeling microwave structures in order to obtain computationally efficient models of investigated systems. In conjunction with proper optimization techniques, these neural models can be explored for an efficient full-wave design of microwave structures. Moreover, neural networks can serve as a direct design tool of microwave systems. In this paper, an overview of the so-far published applications of neural networks in microwaves is presented and their exploration in the full-wave design is discussed. Described neural modeling and design is illustrated by modeling and design of frequency-selective surfaces.

Key words in English

Artificial Neural Networks, Linear Random Search, Frequency-Selective Surfaces, Method of Moments

Authors

RAIDA, Z.

RIV year

1999

Released

1. 3. 1999

ISBN

1210-2512

Periodical

Radioengineering

Year of study

8

Number

1

State

Czech Republic

Pages from

34

Pages to

37

Pages count

4

BibTex

@article{BUT37599,
  author="Zbyněk {Raida}",
  title="Exploration of Neural Networks in the Design of Microwave Structures",
  journal="Radioengineering",
  year="1999",
  volume="8",
  number="1",
  pages="4",
  issn="1210-2512"
}