Title :
B-ISDN network management by a fuzzy logic controller
Author_Institution :
Inst. for Electron. Syst. & Switching, Dortmund Univ., Germany
fDate :
28 Nov- 2 Dec 1994
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;
Conference_Titel :
Global Telecommunications Conference, 1994. GLOBECOM '94. Communications: The Global Bridge., IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-1820-X
DOI :
10.1109/GLOCOM.1994.512705
