Applications of neural networks in high-speed communication networks

Author

Park, Young-Keun ; Lee, Gyungho

Author_Institution

Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA

Volume

33

Issue

10

fYear

1995

fDate

10/1/1995 12:00:00 AM

Firstpage

68

Lastpage

74

Abstract

Modern communication networks are expected to have hundreds or thousands of network nodes to which thousands of users are connected. Neural networks can contribute to this emerging new telecommunication infrastructure by providing fast, flexible, adaptive, and intelligent control. This article discusses the neural networks used for solving various control problems in high-speed communication networks

Keywords

adaptive control; intelligent control; neural nets; telecommunication computing; telecommunication congestion control; telecommunication network routing; adaptive control; high-speed communication networks; intelligent control; network nodes; neural networks; packet routing; scheduling; telecommunication infrastructure; Adaptive control; B-ISDN; Biological neural networks; Communication networks; Communication system control; Communication system traffic control; Intelligent networks; Neural networks; Neurons; Programmable control;

fLanguage

English

Journal_Title

Communications Magazine, IEEE

Publisher

ieee

ISSN

0163-6804

Type

jour

DOI

10.1109/35.466222

Filename

466222