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A QoE aware fairness bi-level resource allocation algorithm for multiple video streaming in WLAN

机译:WLAN中用于多个视频流的QoE感知公平性双层资源分配算法

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摘要

With the increasing of smart devices such as mobile phones and tablets, the scenario of multiple video users watching video streaming simultaneously in one wireless local area network (WLAN) becomes more and more popular. However, the quality of experience (QoE) and the fairness among multiple users are seriously impacted by the limited bandwidth and shared resources of WLAN. In this paper, we propose a novel bi-level resource allocation algorithm. To maximize the total throughput of the network, the WLAN is firstly tuned to the optimal operation point. Then the wireless resource is carefully allocated at the first level, i.e., between AP and uplink background traffic users, and the second level, i.e., among downlink video users. The simulation results show that the proposed algorithm can guarantee the QoE and the fairness for all the video users, and there is little impact on the average throughput of the background traffic users.
机译:随着诸如手机和平板电脑之类的智能设备的增加,多个视频用户在一个无线局域网(WLAN)中同时观看视频流的情况变得越来越流行。但是,WLAN的有限带宽和共享资源严重影响了体验质量(QoE)和多个用户之间的公平性。在本文中,我们提出了一种新颖的双层资源分配算法。为了最大化网络的总吞吐​​量,首先将WLAN调整到最佳操作点。然后,在第一级,即在AP和上行链路背景业务用户之间,以及在第二级,即在下行链路视频用户之间,仔细地分配无线资源。仿真结果表明,该算法可以保证所有视频用户的QoE和公平性,对背景流量用户的平均吞吐量影响不大。

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