Joint High Level QP and Low Level Power Control in NOMA/OMA Downlink Wireless Multimedia Communications

Shuan He, Wei Wang, K. Sohraby
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引用次数: 4

Abstract

Improving Quality of Experience (QoE) of User Equipment (UE) in wireless multimedia services is a critical challenge. In this paper we study the joint design of high level dynamic video Quantization Parameter (QP) and the low level power control in QoE-driven downlink wireless multimedia services. Furthermore, we study QoE performance with new Non-Orthogonal Multiple Access (NOMA) schemes in the Base Station (BS) – UE multimedia downlink, and discuss the performance in comparison with conventional Orthogonal Multiple Access (OMA). We mathematically model UE’s QoE gain (also known as utility) by considering UE’s perceived data quality and the corresponding data cost. Then we show that there exists an optimal data consumption option for UE to achieve utility maximization based on different cost coefficients. In addition, the power allocation strategies and their associated constraints are investigated in both OMA and NOMA transmission schemes. Finally, through numerical simulations, we quantitatively analyze the impact of low level power allocation and high level QP control on UEs’ utility gain and the system throughput performance.
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NOMA/OMA下行无线多媒体通信中的高电平QP和低电平功率联合控制
在无线多媒体业务中,提高用户设备的体验质量(QoE)是一个重要的挑战。本文研究了qos驱动下行无线多媒体业务中高层次动态视频量化参数(QP)和低电平功率控制的联合设计。在此基础上,研究了新型非正交多址(NOMA)方案在基站(BS) - UE多媒体下行链路上的QoE性能,并与传统正交多址(OMA)方案进行了比较。我们通过考虑UE的感知数据质量和相应的数据成本,对UE的QoE增益(也称为效用)进行数学建模。在此基础上,我们证明了在不同的成本系数下,存在一个最优的数据消耗选项来实现UE的效用最大化。此外,还研究了OMA和NOMA两种传输方式下的功率分配策略及其约束。最后,通过数值模拟,定量分析了低电平功率分配和高电平QP控制对ue效用增益和系统吞吐量性能的影响。
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