標題: A Fuzzy Inter-Ring Route Control with PRNN Predictor Bridged Resilient Packet Rings
作者: Tang, Wen-Shiang
Chang, Chung-Ju
電機工程學系
Department of Electrical and Computer Engineering
關鍵字: resilient packet ring (RPR);route control;fairRate;congestion control;fuzzy logics;pipeline recurrent neural networks (PRNN)
公開日期: 2010
摘要: In this paper, we propose an intelligent inter-ring route control, called fuzzy inter-ring route control with PRNN predictor (FIRC-P), for the bridged resilient packet rings (BRPR). The FIRC-P contains three functional blocks implemented by fuzzy logic systems or pipeline recurrent neural networks (PRNN): fuzzy bridge-node congestion indicator (FBCI), PRNN downstream-node fairness predictor (PDFP), and fuzzy route controller (FRC). The determination of the FIRC-P is based on the load balancing principle, in which the CW or CCW ringlet with lower congestion degree and higher service rate will be chosen. Simulation results show that the FIRC-P improves the performance by about 10% and 220% in packet dropping probability, by about 13% and 18% in average packet delay, and by about 6% and 19% in throughput over the queue length threshold route controller (QTRC) and the shortest path route controller (SPRC), respectively.
URI: http://hdl.handle.net/11536/134849
ISBN: 978-1-4244-5638-3
ISSN: 1930-529X
期刊: 2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010
Appears in Collections:Conferences Paper