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Performance Analysis of the IEEE 802.11ax MAC Protocol for Heterogeneous Wi-Fi Networks in Non-Saturated Conditions

机译:非饱和条件下异构Wi-Fi网络的IEEE 802.11ax MAC协议性能分析

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摘要

The IEEE 802.11ax standard, which realizes multi-user transmission based on orthogonal frequency division multiple access (OFDMA), has been highlighted as a key technology to meet high future demand for Wi-Fi systems. Since this standard is still being developed, performance analysis through mathematical modeling is of paramount importance; however, existing studies have several limitations. Firstly, most of these consider only the saturation network throughput, whereas for 802.11ax in particular, the access delay of the nodes needs to be studied carefully, since they no longer acquire the medium independently but depend solely on the access point’s (AP’s) schedule. Secondly, since the network performance may be affected to a greater extent by legacy nodes than by 802.11ax nodes, it is desirable to consider various heterogeneous cases of networks with existing legacy nodes. In this paper, a new analytical framework for the 802.11ax MAC protocol is provided. Markov-chain-based models are developed to represent the behavior of the 802.11ax nodes, and both non-saturated traffic conditions and co-existence with the legacy nodes are considered. Through both analysis and MATLAB simulations, it is shown that the proposed model accurately evaluates the throughput and the delay performance under various network conditions.
机译:IEEE 802.11ax标准实现了基于正交频分多址(OFDMA)的多用户传输,已成为满足Wi-Fi系统未来高需求的关键技术。由于该标准仍在开发中,因此通过数学建模进行性能分析至关重要。但是,现有研究存在一些局限性。首先,其中大多数都只考虑饱和网络吞吐量,而对于802.11ax尤其如此,需要仔细研究节点的访问延迟,因为它们不再独立获取媒体,而仅取决于接入点(AP)的时间表。其次,由于网络性能受传统节点的影响可能比受802.11ax节点的影响更大,因此需要考虑具有现有传统节点的网络的各种异构情况。本文为802.11ax MAC协议提供了一个新的分析框架。开发了基于马尔可夫链的模型来表示802.11ax节点的行为,并考虑了非饱和流量条件和与传统节点的共存。通过分析和MATLAB仿真,表明所提出的模型可以准确评估各种网络条件下的吞吐量和延迟性能。

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