A framework for designing adaptive AQM schemes

Authors:
Wen-hua Dou;Ming Liu;He-ying Zhang;Yan-xing Zheng
Affiliations:
Computer College, National University of Defense Technology, Hunan, PR China;Computer College, National University of Defense Technology, Hunan, PR China;Computer College, National University of Defense Technology, Hunan, PR China;Computer College, National University of Defense Technology, Hunan, PR China
Venue:
ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
Year:
2005

Citing 2
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Design of a robust active queue management algorithm based on feedback compensation

Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
REM: active queue management

IEEE Network: The Magazine of Global Internetworking

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Abstract

Active Queue Management(AQM) is an effective method to improve the performance of end-to-end congestion control. Several AQM schemes have been proposed to provide low delay and low loss service in best-effort networks in recent studies. This paper presents a generic framework which encompasses RED, P, PI, PIP, PD, SMVS, REM, AVQ as special cases by using Single neuron-based PID control. In addition, the framework expands the current AQM controllers by augmenting the update laws of packet-drop probability and provides an adaptive mechanism. Based on this framework and adaptive mechanism, we develop an adaptive single neuron-based PI controller. Simulation studies under a variety of network and traffic situations indicate that the proposed scheme exhibits more robust and adaptive congestion control behavior than the prior schemes.