吞吐量与延迟:多用户毫米波系统的以qos为中心的资源分配

Miltiades Filippou, Danilo De Donno, Camila Priale, J. Palacios, D. Giustiniano, J. Widmer
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引用次数: 3

摘要

毫米波通信是最近深入研究的主题,因为它可以显着提高未来5G网络的数据速率。在本文中,我们重点研究了一个由单个接入点(AP)和两个用户设备(UE)组成的毫米波系统,其中一个UE要求高吞吐量,而另一个则要求低延迟。鉴于这种设置,我们的目标是优化分配可用的AP硬件资源,用于波束训练阶段和数据通信,以便通过混合模拟-数字波束形成有效地服务于两个ue。对于另一个UE设置的给定延迟约束,我们评估了一个优化框架,其目标是最大化一个UE的期望速率。对于不同的延迟约束和利用AP侧完整RF链集的不同策略,说明了最佳数据速率。我们观察到,我们提出的接入方案比基本TDMA方法的性能高出22%。
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Throughput vs. latency: QoS-centric resource allocation for multi-user millimeter wave systems
Millimeter wave (mm-wave) communication is a topic of intensive recent study, as it allows to significantly boost data rates of future 5G networks. In this paper, we focus on a mm-wave system consisting of a single Access Point (AP) and two User Equipments (UEs), where one UE requires high throughput, while the other is characterized by a low latency demand. Given that setup, we aim at optimally allocating the available AP hardware resources for the beam training phase and data communication, in order to efficiently serve both UEs via hybrid analog-digital beamforming. We evaluate an optimization framework with the objective to maximize the expected rate of one UE, for a given latency constraint set by the other UE. The optimal data rates are illustrated for different latency constraints and for different strategies of exploiting the full RF chain set at the AP side. We observe that our proposed access schemes outperform the basic TDMA approach by up to 22 %.
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