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受限接入窗口机制下IEEE 802.11ah网络总吞吐量的分析模型

An Analytical Model for the Aggregate Throughput of IEEE 802.11ah Networks under the Restricted Access Window Mechanism.

作者信息

Soares Stephanie M, Carvalho Marcelo M

机构信息

Department of Electrical Engineering, University of Brasilia, Brasilia 70297-400, Brazil.

出版信息

Sensors (Basel). 2022 Jul 26;22(15):5561. doi: 10.3390/s22155561.

Abstract

The IEEE 802.11ah is an amendment to the IEEE 802.11 standard to support the growth of the Internet of Things (IoT). One of its main novelties is the restricted access window (RAW), which is a channel access feature designed to reduce channel contention by dividing stations into RAW groups. Each RAW group is further divided into RAW slots, and stations only attempt channel access during the RAW slot they were assigned to. In this paper, we propose a discrete-time Markov chain model to evaluate the average aggregate throughput of IEEE 802.11ah networks using the RAW mechanism under saturated traffic and ideal channel conditions. The proposed analytical model describes the behavior of an active station within its assigned RAW slot. A key aspect of the model is the consideration of the event of RAW slot time completion during a station's backoff operation. We study the average aggregate network throughput for various numbers of RAW slots and stations in the network. The numerical results derived from our analytical model are compared to computer simulations based on an IEEE 802.11ah model developed for the ns-3 simulator by other researchers, and its performance is also compared to two other analytical models proposed in the literature. The presented results indicate that the proposed analytical model reaches the closest agreement with independently-derived computer simulations.

摘要

IEEE 802.11ah是对IEEE 802.11标准的一项修正案,旨在支持物联网(IoT)的发展。其主要创新之一是受限接入窗口(RAW),这是一种信道接入功能,旨在通过将站点划分为RAW组来减少信道争用。每个RAW组进一步划分为RAW时隙,站点仅在分配给它们的RAW时隙期间尝试信道接入。在本文中,我们提出了一种离散时间马尔可夫链模型,用于评估在饱和流量和理想信道条件下使用RAW机制的IEEE 802.11ah网络的平均总吞吐量。所提出的分析模型描述了活跃站点在其分配的RAW时隙内的行为。该模型的一个关键方面是考虑站点退避操作期间RAW时隙时间完成的事件。我们研究了网络中不同数量的RAW时隙和站点的平均总网络吞吐量。将我们分析模型得出的数值结果与其他研究人员基于为ns-3模拟器开发的IEEE 802.11ah模型进行的计算机模拟结果进行比较,并将其性能与文献中提出的另外两个分析模型进行比较。给出的结果表明,所提出的分析模型与独立得出的计算机模拟结果最为接近。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e447/9331850/556a0af6efe8/sensors-22-05561-g001.jpg

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