Joint Clustering and Precoding for a Downlink Non-Orthogonal Multiple Access System with Multiple Antennas

Chin-Liang Wang, Jyun-Yu Chen, Siu-Hang Lam, P. Xiao
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引用次数: 2

Abstract

In this paper, we first consider a downlink multiple- input multiple-output non-orthogonal multiple access (MIMO-NOMA) system with a base station and four users, where the users are equally divided into two clusters and inter-cluster interference is induced in transmission. Then we propose a joint clustering and precoding algorithm for the system such that not only the inter-cluster interference can be effectively eliminated but also the sum capacity can be enhanced. Specifically, a set of precoder pairs (one pair having two precoders for the two clusters) are constructed based on the eigenspaces of channel matrices, and one of them is selected to maximize the sum capacity. The proposed joint algorithm involves a high-complexity issue due to the need of exhaustive search for the best precoder pair. To reduce the search complexity, we explore the channel gain of each user and construct a reduced-size precoding set for selection. Combined with orthogonal frequency division multiplexing, the proposed four-user scheme is further extended to the general multiuser case, where every four users share a subcarrier for MIMO-NOMA transmission. Simulation results show that the proposed MIMO-NOMA scheme can provide more system capacity than a MIMO orthogonal multiple access approach.
多天线下行非正交多址系统的联合聚类和预编码
在本文中,我们首先考虑了具有一个基站和四个用户的下行链路多输入多输出非正交多址(MIMO-NOMA)系统,其中用户平均分为两个集群,并且在传输过程中会引起集群间干扰。在此基础上,提出了一种联合聚类和预编码算法,既能有效消除聚类间干扰,又能提高系统的和容量。具体而言,基于信道矩阵的特征空间构造一组预编码器对(一对具有两个预编码器的两个簇),并从中选择一个使求和容量最大化。所提出的联合算法由于需要穷举搜索最佳预编码器对而涉及到一个高复杂性问题。为了降低搜索复杂度,我们探索了每个用户的信道增益,并构造了一个缩减大小的预编码集进行选择。结合正交频分复用,将所提出的四用户方案进一步扩展到一般多用户情况,即每4个用户共用一个子载波进行MIMO-NOMA传输。仿真结果表明,MIMO- noma方案比MIMO正交多址方案提供更大的系统容量。
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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