Detail publikačního výsledku

Exploration of Neural Networks in the Design of Microwave Structures

RAIDA, Z.

Originální název

Exploration of Neural Networks in the Design of Microwave Structures

Anglický název

Exploration of Neural Networks in the Design of Microwave Structures

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova v angličtině

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

Autoři

RAIDA, Z.

Vydáno

01.03.1999

ISSN

1210-2512

Periodikum

Radioengineering

Svazek

8

Číslo

1

Stát

Česká republika

Strany od

34

Strany počet

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"
}