Improving network congestion: A RED-based FuzzyPID approach

Jengchung V. Chen, Fu Chi Chen, J. Michael Tarn, David C. Yen

研究成果: Article同行評審

25 引文 斯高帕斯(Scopus)

摘要

This research proposes a new active queue management method (or FPID) to improve network congestion, which integrates the random early detection (RED) method and fuzzy proportional integral derivative (FuzzyPID) approach. Fuzzy theory applied together with PID helps control the buffer queue within the target. This article provides the literature and theoretical background of network congestion problems, active queue management methods, automatic control systems, and fuzzy controllers. Following the discussion of the proposed FPID method and the experimental design, a simulation test is conducted and analyzed in comparison to the existing popular active queue management methods. The results prove the superiority of the proposed method.

原文English
頁(從 - 到)426-438
頁數13
期刊Computer Standards and Interfaces
34
發行號5
DOIs
出版狀態Published - 2012 9月

All Science Journal Classification (ASJC) codes

  • 軟體
  • 硬體和架構
  • 法律

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