B-ISDN network management by a fuzzy logic controller

Author

Jensen, Detlef

Author_Institution

Inst. for Electron. Syst. & Switching, Dortmund Univ., Germany

Volume

2

fYear

1994

fDate

28 Nov- 2 Dec 1994

Firstpage

799

Abstract

The paper is part of a research project to examine the use of intelligent technologies like fuzzy controllers, artificial neural networks, genetic algorithms or evolutionary strategies in the resource management of high speed networks. It deals with an investigation on adaptive flow-control mechanism based on fuzzy controllers integrated in ATM networks. In addition to a new overall concept, a new method for fair flow control of services or connections is presented. The results are verified by means of extensive simulations

Keywords

B-ISDN; adaptive control; asynchronous transfer mode; fuzzy control; telecommunication control; telecommunication network management; B-ISDN network management; adaptive flow-control mechanism; artificial neural networks; connection; evolutionary strategies; fair flow control; fuzzy logic controller; genetic algorithms; high speed network; intelligent technologies; resource management; services; Artificial intelligence; Artificial neural networks; B-ISDN; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Genetic algorithms; Intelligent networks; Paper technology; Resource management;

fLanguage

English

Publisher

ieee

Conference_Titel

Global Telecommunications Conference, 1994. GLOBECOM '94. Communications: The Global Bridge., IEEE

Conference_Location

San Francisco, CA

Print_ISBN

0-7803-1820-X

Type

conf

DOI

10.1109/GLOCOM.1994.512705

Filename

512705