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A Control Theoretic Scheme for Efficient Video Transmission over IEEE 802.11e EDCA WLANs

机译:通过IEEE 802.11e EDCA WLAN进行有效视频传输的控制理论方案

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摘要

The EDCA mechanism of the IEEE 802.11 standard has been designed to support, among others, video traffic. This mechanism relies on a number of parameters whose configuration is left open by the standard. Although there are some recommended values for these parameters, they are fixed independent of the WLAN conditions, which results in suboptimal performance. Following this observation, a number of approaches in the literature have been devised to set the EDCA parameters based on an estimation of the WLAN conditions. However, these previous approaches are based on heuristics and hence do not guarantee optimized performance. In this article we propose a novel algorithm to adjust the EDCA parameters to carry video traffic which, in contrast to previous approaches, is sustained on mathematical foundations that guarantee optimal performance. In particular, our approach builds upon (ⅰ) an analytical model of the WLAN performance under video traffic, used to derive the optimal point of operation of EDCA, and (ⅱ) a control theoretic designed mechanism which drives the WLAN to this point of operation. Via extensive simulations, we show that the proposed approach performs optimally and substantially outperforms the standard recommended configuration as well as previous adaptive proposals.
机译:IEEE 802.11标准的EDCA机制旨在支持视频流量。该机制依赖于许多参数,这些参数的配置由标准保留。尽管这些参数有一些建议值,但它们是固定的,与WLAN条件无关,从而导致性能欠佳。根据这一观察结果,已经设计了许多方法来基于WLAN条件的估计来设置EDCA参数。但是,这些先前的方法基于启发式方法,因此不能保证优化的性能。在本文中,我们提出了一种新颖的算法来调整EDCA参数以承载视频流量,与以前的方法相比,该算法在保证最佳性能的数学基础上得到了维持。尤其是,我们的方法建立在(ⅰ​​)视频流量下WLAN性能的分析模型,用于得出EDCA的最佳运行点以及(ⅱ)一种控制理论设计的机制的基础上,该机制将WLAN驱动到该运行点。通过广泛的仿真,我们证明了所提出的方法性能最佳,并且大大优于标准推荐的配置以及以前的自适应提议。

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