Title :
Transmission rate manager for fuzzy traffic control of ATM network
Author :
Raju, G.V.S. ; Qiu, Z. ; Wang, X.
Author_Institution :
Div. of Eng., Texas Univ., San Antonio, TX, USA
Abstract :
The paper presents methods for the improvement of performance of a fuzzy traffic controller that simultaneously manages congestion control and connection admission control for an asynchronous transfer mode (ATM) network. An ATM network requires a sophisticated, real time traffic controller that manages connection admission control and congestion control, to guarantee the quality of service (QOS) for existing calls and to achieve high system utilization. We introduce a new rule set for the congestion control part of the fuzzy traffic controller and add a transmission rate manager to adjust source rates of data traffic. Simulation results show that the total system utilization improves from 69% to 98.5% and cell loss probability reduces from 2.9 e-3 to 1.85 e-5
Keywords :
asynchronous transfer mode; fuzzy control; intelligent control; real-time systems; telecommunication computing; telecommunication congestion control; ATM network; asynchronous transfer mode network; cell loss probability; congestion control; connection admission control; data traffic; fuzzy traffic control; fuzzy traffic controller; high system utilization; quality of service; real time traffic controller; rule set; source rates; total system utilization; transmission rate manager; Admission control; Asynchronous transfer mode; Communication system traffic control; Control systems; Fuzzy control; Fuzzy sets; Quality management; Quality of service; Real time systems; Traffic control;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.885035