QoE and throughput aware radio resource allocation algorithm in LTE network with users using different applications

T. Hori, T. Ohtsuki
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引用次数: 4

Abstract

Recently, multimedia communication by smart-phones and tablets via mobile networks have become popular in daily life. Therefore, an effective method to use the limited wireless resources is necessary. When using wireless resources among multiple users, the schedulers allocate resources to each user. When allocating resources, assuring quality of experience (QoE) and achieving high system throughput are fundamental. In this paper, we present a two-step radio resource allocation algorithm for the downlink of a long term evolution (LTE) network, by taking into account the user's and the service provider's perspective. At the first step, it allocates resources dynamically to each user so that a minimum QoE is guaranteed for every user. In the second step, it allocates resources dynamically to improve the system throughput while achieving a high-level of QoE. We show that our proposed algorithm achieves a higher level of QoE than the conventional allocation algorithms based on quality of service (QoS) metrics, as well as a higher throughput compared to the conventional allocation algorithms based on QoE.
LTE网络中用户使用不同应用的QoE和吞吐量感知无线资源分配算法
最近,通过移动网络使用智能手机和平板电脑进行多媒体通信在日常生活中越来越流行。因此,需要一种有效的方法来利用有限的无线资源。当在多个用户之间使用无线资源时,调度器将资源分配给每个用户。在分配资源时,保证体验质量(QoE)和实现高系统吞吐量是最基本的。在本文中,我们通过考虑用户和服务提供商的观点,提出了一种用于长期演进(LTE)网络下行链路的两步无线电资源分配算法。在第一步,它动态地为每个用户分配资源,以便保证每个用户的最小QoE。在第二步中,它动态地分配资源以提高系统吞吐量,同时实现高水平的QoE。我们表明,我们提出的算法比基于服务质量(QoS)指标的传统分配算法实现了更高水平的QoE,并且与基于QoE的传统分配算法相比具有更高的吞吐量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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