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A QoE-Driven Resource Allocation Strategy for OFDM Multiuser-Multiservice System

机译:OFDM多用户多业务系统的QoE驱动资源分配策略

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摘要

Quality of Experience (QoE) is a widely used metric to measure the perceptive feeling of end users for multimedia service. In this paper, a QoE-driven radio resource allocation scheme has been developed for the multiuser-multiservice OFDM system. Different from the previous schemes, we take the service type into consideration when allocating radio resource. Three multimedia applications have been discussed in this work, including Voice over Internet Protocol (VoIP), Internet Protocol Television (IPTV) and File Download (FD). For all the multimedia applications, their QoE are related to the scheduled radio resource, the objective of our scheduling scheme is to maximize the overall QoE while guaranteeing all the users can perceive a relatively good QoE level. The proposed scheduling algorithm can be divided into two parts: Firstly, allocate subcarriers to all the users in order to guarantee their minimal transmit rate requirement, then the remaining subcarriers are allocated to the users who can achieve the best QoE gain. The simulation results indicate that our algorithm can reach high overall QoE performance while maintaining an acceptable fairness in the system.
机译:体验质量(QoE)是一种广泛使用的指标,用于衡量最终用户对多媒体服务的感知感受。在本文中,已经为多用户-多业务OFDM系统开发了一种QoE驱动的无线电资源分配方案。与以前的方案不同,在分配无线资源时我们考虑了服务类型。在这项工作中已经讨论了三种多媒体应用程序,包括Internet协议语音(VoIP),Internet协议电视(IPTV)和文件下载(FD)。对于所有多媒体应用,它们的QoE与已调度的无线电资源有关,我们的调度方案的目的是在保证所有用户都能感知到相对较好的QoE级别的同时,最大化整体QoE。所提出的调度算法可以分为两部分:首先,为所有用户分配子载波,以保证其最小的传输速率要求,然后将剩余的子载波分配给可以获得最佳QoE增益的用户。仿真结果表明,我们的算法可以在保持可接受的系统公平性的同时达到较高的总体QoE性能。

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