Title :
The application of fuzzy logic in real-time traffic control in ATM networks
Author :
Xinyu, Wu ; Ling, Ge
Author_Institution :
Nanjing Univ. of Posts & Telecommun., China
Abstract :
A fuzzy logic-based system is presented to deal with the real-time traffic control problem in ATM networks. We have combined the modified leaky bucket (LB) technique with the moving window mechanism to identify the traffic parameters. The fuzzy leaky bucket (FLB) modifies the token rate according to the peak rate and the burst time which characterize the source behavior. Simulation results show that our system is transparent to sources that respect the parameter values negotiated at the call setup and is effective in detecting source violation with low response time
Keywords :
asynchronous transfer mode; fuzzy control; fuzzy logic; packet switching; quality of service; queueing theory; real-time systems; telecommunication congestion control; telecommunication networks; telecommunication traffic; ATM networks; burst time; call setup; connection admission control; fuzzy leaky bucket; fuzzy logic-based system; low response time; modified leaky bucket; moving window mechanism; peak rate; quality of services; queueing system; real-time traffic control; simulation results; source behavior; source violation detection; token rate; traffic parameters identification; Asynchronous transfer mode; Communication system traffic control; Delay; Fuzzy control; Fuzzy logic; Fuzzy systems; Intelligent networks; Quality of service; Real time systems; Traffic control;
Conference_Titel :
Communication Technology Proceedings, 1998. ICCT '98. 1998 International Conference on
Conference_Location :
Beijing
Print_ISBN :
7-80090-827-5
DOI :
10.1109/ICCT.1998.743307
