Improving network congestion: A RED-based FuzzyPID approach

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

Research output: Contribution to journalArticlepeer-review

21 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)426-438
Number of pages13
JournalComputer Standards and Interfaces
Volume34
Issue number5
DOIs
Publication statusPublished - 2012 Sep 1

All Science Journal Classification (ASJC) codes

  • Software
  • Hardware and Architecture
  • Law

Fingerprint Dive into the research topics of 'Improving network congestion: A RED-based FuzzyPID approach'. Together they form a unique fingerprint.

Cite this