On the Energy Efficiency of One-Layer SISO Rate-Splitting Multiple Access

Wilson De Souza Junior, Victor Croisfelt, T. Abrão
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引用次数: 2

Abstract

Rate-splitting multiple access (RSMA) combines the concepts of non-orthogonal multiple access (NOMA) and space-division multiple access (SDMA) to provide higher sum-rates (SRs). In particular, one-layer RSMA splits the users' message into two parts: a single common message for all users and a private message for each user. In this work, we consider the problem of maximizing the downlink (DL) energy efficiency (EE) for one-layer RSMA subject to specific quality of service (QoS) constraints and under consideration of a single-input single-output (SISO) system. The solution to this multi-objective problem depends on finding: i) the optimal DL transmit powers, ii) the optimal rate allocation, and iii) the optimal radio frequency (RF) transmit power that must be selected by the base station (BS) so as to obtain the best EE. Thus, we decouple the original problem into three sub-problems that find each part of the solution sequentially. We take advantage of an earlier solution available in the literature for the first two decoupled sub-problems and extend it to an algorithm that maximizes the EE. Numerical results demonstrate consistent performance bounds of our proposed algorithm to the optimal EE values, comparing them to NOMA and orthogonal multiple access (OMA) solutions.
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单层SISO分频多址的能效研究
RSMA (Rate-splitting multiple access)结合了非正交多址(NOMA)和空分多址(SDMA)的概念,以提供更高的和速率(SRs)。特别是,单层RSMA将用户的消息分成两部分:所有用户的单个公共消息和每个用户的私有消息。在这项工作中,我们考虑了在特定服务质量(QoS)约束下单层RSMA的下行链路(DL)能效(EE)最大化的问题,并考虑了单输入单输出(SISO)系统。这个多目标问题的解决取决于找到:i)最优DL发射功率,ii)最优速率分配,以及iii)基站(BS)为获得最佳EE而必须选择的最优射频(RF)发射功率。因此,我们将原始问题解耦为三个子问题,这些子问题依次找到解决方案的每个部分。我们利用文献中提供的前两个解耦子问题的早期解决方案,并将其扩展为最大化EE的算法。数值结果表明,与NOMA和正交多址(OMA)解决方案相比,我们提出的算法的性能边界与最优EE值一致。
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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