An optimizing FAMLB rules algorithm for traffic control in ATM communication networks

Author

Jiang, Zhifeng ; Liu, Zemin ; Lu, Feng

Author_Institution

Dept. of Radio Eng., Beijing Univ. of Posts & Telecommun., China

Volume

1

fYear

1997

fDate

9-12 Jun 1997

Firstpage

462

Abstract

This paper presents a fuzzy associate memory controlled leaky bucket (FAMLB) system model for multiple traffics usage parameter control (UPC) in ATM networks. We first give the conventional fuzzy control rules for all traffics and then propose the random fuzzy rule adjustment (RFRA) method to optimize fuzzy control rules for different traffics. It is proved that our FAMLB is a good dynamic mechanism of multiple traffics UPC and our RFRA method is a good optimizing fuzzy rules algorithm

Keywords

B-ISDN; asynchronous transfer mode; content-addressable storage; fuzzy control; fuzzy neural nets; telecommunication congestion control; ATM communication networks; fuzzy associate memory controlled leaky bucket system model; fuzzy control rules; random fuzzy rule adjustment method; traffic control; usage parameter control; Asynchronous transfer mode; Communication networks; Communication system traffic control; Fuzzy control; Fuzzy systems; Intelligent networks; Optimization methods; Quality of service; Telecommunication control; Traffic control;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks,1997., International Conference on

Conference_Location

Houston, TX

Print_ISBN

0-7803-4122-8

Type

conf

DOI

10.1109/ICNN.1997.611712

Filename

611712