The MAC layer of the 802.11 standard, based on the CSMA/CA mechanism, specifies a set of parameters to control the aggressiveness
of stations when trying to access the channel. However, these parameters are statically set independently of the conditions
of the WLAN (e.g. the number of contending stations), leading to poor performance for most scenarios. To overcome this limitation
previous work proposes to adapt the value of one of those parameters, namely the CW, based on an estimation of the conditions
of the WLAN. However, these approaches suffer from two major drawbacks:
i) they require extending the capabilities of standard devices or
ii) are based on heuristics. In this paper we propose a control theoretic approach to adapt the CW to the conditions of the
WLAN, based on an analytical model of its operation, that is fully compliant with the 802.11e standard. We use a Proportional
Integrator controller in order to drive the WLAN to its optimal point of operation and perform a theoretic analysis to determine
its configuration. We show by means of an exhaustive performance evaluation that our algorithm maximizes the total throughput
of the WLAN and substantially outperforms previous standard-compliant proposals.
Keywords wireless LAN - 802.11 - 802.11e - EDCA - control theory - throughput performance - throughput optimization