Referenced Items are not available for this document.
This paper addresses the problem of rate control for the available bit rate (ABR) service class in an ATM network. A Sugeno's method based fuzzy ABR rate controller is proposed in this center. This fuzzy congestion control approach is optimized by a conventional gradient search method, in which the parameters of the output fuzzy functions are adapted based on the gradient of a certain control criterion. By simulation using real trace data we show that ATM networks can approach the desired output behavior very effectively and also maintain high utilization of the network through the proposed self-tuning fuzzy congestion control scheme. Low cell loss ratio and high link utilization are achieved
Published in:
Communications, 1996. ICC '96, Conference Record, Converging Technologies for Tomorrow's Applications. 1996 IEEE International Conference on
(Volume:1
)
Date of Conference: 23-27 Jun 1996
- Page(s):
- 424 - 428 vol.1
- Meeting Date :
- 23 Jun 1996-27 Jun 1996
- Print ISBN:
- 0-7803-3250-4
- INSPEC Accession Number:
- 5430280
- Conference Location :
- Dallas, TX
- Digital Object Identifier :
- 10.1109/ICC.1996.542223
- Product Type:
- Conference Publications
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