Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outperforming SDMA and NOMA.

IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Yijie Mao, Bruno Clerckx, Victor O K Li
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引用次数: 330

Abstract

Space-division multiple access (SDMA) utilizes linear precoding to separate users in the spatial domain and relies on fully treating any residual multi-user interference as noise. Non-orthogonal multiple access (NOMA) uses linearly precoded superposition coding with successive interference cancellation (SIC) to superpose users in the power domain and relies on user grouping and ordering to enforce some users to fully decode and cancel interference created by other users. In this paper, we argue that to efficiently cope with the high throughput, heterogeneity of quality of service (QoS), and massive connectivity requirements of future multi-antenna wireless networks, multiple access design needs to depart from those two extreme interference management strategies, namely fully treat interference as noise (as in SDMA) and fully decode interference (as in NOMA). Considering a multiple-input single-output broadcast channel, we develop a novel multiple access framework, called rate-splitting multiple access (RSMA). RSMA is a more general and more powerful multiple access for downlink multi-antenna systems that contains SDMA and NOMA as special cases. RSMA relies on linearly precoded rate-splitting with SIC to decode part of the interference and treat the remaining part of the interference as noise. This capability of RSMA to partially decode interference and partially treat interference as noise enables to softly bridge the two extremes of fully decoding interference and treating interference as noise and provides room for rate and QoS enhancements and complexity reduction. The three multiple access schemes are compared, and extensive numerical results show that RSMA provides a smooth transition between SDMA and NOMA and outperforms them both in a wide range of network loads (underloaded and overloaded regimes) and user deployments (with a diversity of channel directions, channel strengths, and qualities of channel state information at the transmitter). Moreover, RSMA provides rate and QoS enhancements over NOMA at a lower computational complexity for the transmit scheduler and the receivers (number of SIC layers).

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下行通信系统的分速多址:桥接、泛化和超越SDMA和NOMA。
空分多址(SDMA)利用线性预编码在空间域中实现用户分离,并将剩余的多用户干扰作为噪声进行充分处理。非正交多址(NOMA)采用线性预编码叠加编码和连续干扰抵消(SIC)技术在功率域中叠加用户,并依靠用户分组和排序来强制部分用户完全解码和抵消其他用户产生的干扰。本文认为,为了有效应对未来多天线无线网络的高吞吐量、异构服务质量(QoS)和海量连接需求,多址设计需要摆脱两种极端干扰管理策略,即完全将干扰视为噪声(如SDMA)和完全解码干扰(如NOMA)。考虑到多输入单输出广播信道,我们开发了一种新的多址框架,称为速率分割多址(RSMA)。RSMA是一种更通用、功能更强大的下行多天线多址系统,它包含了SDMA和NOMA作为特例。RSMA依靠与SIC的线性预编码速率分裂来解码部分干扰,并将剩余的干扰部分作为噪声处理。RSMA的这种部分解码干扰和部分将干扰视为噪声的能力,可以软地弥合完全解码干扰和将干扰视为噪声的两个极端,并为速率和QoS增强以及降低复杂性提供空间。对三种多址方案进行了比较,大量的数值结果表明,RSMA提供了SDMA和NOMA之间的平滑过渡,并且在大范围的网络负载(欠负载和过载状态)和用户部署(具有多种信道方向、信道强度和发射机信道状态信息质量)中都优于它们。此外,RSMA在传输调度器和接收器(SIC层数)的计算复杂度较低的情况下,为NOMA提供了速率和QoS增强。
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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来源期刊
CiteScore
7.70
自引率
3.80%
发文量
109
审稿时长
8.0 months
期刊介绍: The overall aim of the EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN) is to bring together science and applications of wireless communications and networking technologies with emphasis on signal processing techniques and tools. It is directed at both practicing engineers and academic researchers. EURASIP Journal on Wireless Communications and Networking will highlight the continued growth and new challenges in wireless technology, for both application development and basic research. Articles should emphasize original results relating to the theory and/or applications of wireless communications and networking. Review articles, especially those emphasizing multidisciplinary views of communications and networking, are also welcome. EURASIP Journal on Wireless Communications and Networking employs a paperless, electronic submission and evaluation system to promote a rapid turnaround in the peer-review process. The journal is an Open Access journal since 2004.
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