Dynamic User Pairing and Power Allocation for Throughput Maximization in NOMA Systems
2019
会议录名称2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS)
发表状态已发表
DOI10.1109/ICCW.2019.8756777
摘要

Non-orthogonal multiple access (NOMA) can enhance the spectral efficiency of the fifth generation (5G) wireless networks. System level optimization on power allocation and user pairing for improving the throughput of NOMA systems has been well studied. However, most of the existing works have not taken into account dynamic traffic arrival and possible packet transmission failure. In this paper, we consider downlink transmission of a power-domain NOMA system with dynamic packet arrival, where the base station supports both NOMA and orthogonal multiple access (OMA). We propose a packet level scheduling scheme for the base station to decide using either NOMA or OMA, and to determine user pairing and power allocation, with an objective to maximize the aggregate throughput. To tackle the challenges introduced by dynamic packet arrivals and possible transmission failure, we first derive the probability of successful packet transmission with limited feedback on channel state information (CSI). We then formulate a throughput maximization problem as a stochastic network optimization problem taking into account the backlog stabilities. We decompose the problem into two subproblems for NOMA and OMA, respectively, and obtain the optimal user pairing and power allocation. Packet-level simulations show that the proposed scheme obtains a higher throughput compared with the distance based user pairing scheme and the CSI-based power allocation scheme.

会议地点Shanghai, China
收录类别EI ; CPCI-S ; CPCI
语种英语
WOS记录号WOS:000484917800057
出版者IEEE
EI入藏号20193207296507
EI主题词5G mobile communication systems ; Base stations ; Channel state information ; Stochastic systems ; Wireless networks
EI分类号Electric Power Systems:706.1 ; Radio Systems and Equipment:716.3 ; Systems Science:961
原始文献类型Proceedings Paper
引用统计
文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/49051
专题信息科学与技术学院_PI研究组_周勇组
通讯作者Hsiung, Cinnie
作者单位
1.University of British Columbia, Vancouver, Canada
2.ShanghaiTech University, Shanghai, China
推荐引用方式
GB/T 7714
Hsiung, Cinnie,Huang, Rui,Zhou, Yong,et al. Dynamic User Pairing and Power Allocation for Throughput Maximization in NOMA Systems[C]:IEEE,2019.
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