Title :
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
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;
Conference_Titel :
Neural Networks,1997., International Conference on
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-4122-8
DOI :
10.1109/ICNN.1997.611712
