A control theoretic approach to achieve proportional fairness in 802.11e EDCA WLANs

Xiaomin Chen, Ibukunoluwa Akinyemi, Shuang-Hua Yang

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6 Citations (Scopus)
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Abstract

This paper considers proportional fairness amongst ACs in an EDCA WLAN for provision of distinct QoS requirements and priority parameters. A detailed theoretical analysis is provided to derive the optimal station attempt probability which leads to a proportional fair allocation of station throughputs. The desirable fairness can be achieved using a centralised adaptive control approach. This approach is based on multivariable state-space control theory and uses the Linear Quadratic Integral (LQI) controller to periodically update CWmin till the optimal fair point of operation. Performance evaluation demonstrates that the control approach has high accuracy performance and fast convergence speed for general network scenarios. To our knowledge this might be the first time that a closed-loop control system is designed for EDCA WLANs to achieve proportional fairness.
Original languageEnglish
Pages (from-to)39-49
Number of pages11
JournalComputer Communications
Volume75
Early online date2 Dec 2015
DOIs
Publication statusPublished - 1 Feb 2016

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