Neuro-fuzzy control in ATM networks

Author

Douligeris, Christos ; Develekos, George

Author_Institution

Miami Univ., USA

Volume

35

Issue

5

fYear

1997

fDate

5/1/1997 12:00:00 AM

Firstpage

154

Lastpage

162

Abstract

The aynchronous transfer mode (ATM) has been deemed the transfer technique of choice in an integrated environment supporting multimedia services. The authors present an extensive review of fuzzy-logic-based and artificial-neural-network-based traffic control mechanisms that have been proposed in the field of asynchronous transfer mode networking. Following a qualitative review of the models used, system architectures suggested and results obtained, future trends and directions are briefly discussed

Keywords

asynchronous transfer mode; fuzzy control; fuzzy logic; fuzzy neural nets; multimedia communication; telecommunication computing; telecommunication congestion control; telecommunication networks; telecommunication traffic; ATM; artificial neural network; asynchronous transfer mode networking; fuzzy logic; integrated environment; models; multimedia services; neurofuzzy control; system architectures; traffic control mechanisms; Admission control; Asynchronous transfer mode; Availability; Bandwidth; Communication system traffic control; Delay; Intelligent networks; Quality of service; Resource management; Telecommunication traffic;

fLanguage

English

Journal_Title

Communications Magazine, IEEE

Publisher

ieee

ISSN

0163-6804

Type

jour

DOI

10.1109/35.592110

Filename

592110