论文标题
大型MIMO中的代码域NOMA:何时需要?
Code-domain NOMA in Massive MIMO: When is it Needed?
论文作者
论文摘要
在超载的大型MIMO(MMIMO)系统中,其中的数量$ k $用户设备(UES)超过了基站天线$ m $的数量,最近已显示非正交多重访问(NOMA)可以提高和频谱效率。本文旨在确定代码域NOMA可以在经典制度中提高MMIMO的频谱效率的情况。为上行链路和下行链路提供了新的光谱效率表达式,并具有任意扩散特征和空间相关矩阵。特别关注的是目前正在Pre-5G和5G网络中部署的平面阵列(以$ -6 $ GHz频段为单位),其特征在于有限的空间分辨率。数值结果表明,在UES在空间上彼此接近的情况下,具有此类平面阵列的MMIMO可以受益于NOMA。提出了针对NOMA辅助MMIMO系统的两步UE分组方案,该方案适用于当前在每个单元中活性的UE的空间相关矩阵。数值结果用于研究算法在不同的工作条件和扩张特征类型(正交,稀疏和随机集)下的性能。分析表明,正交特征提供最高的平均光谱效率。
In overloaded Massive MIMO (mMIMO) systems, wherein the number $K$ of user equipments (UEs) exceeds the number of base station antennas $M$, it has recently been shown that non-orthogonal multiple access (NOMA) can increase the sum spectral efficiency. This paper aims at identifying cases where code-domain NOMA can improve the spectral efficiency of mMIMO in the classical regime where $K < M$. Novel spectral efficiency expressions are provided for the uplink and downlink with arbitrary spreading signatures and spatial correlation matrices. Particular attention is devoted to the planar arrays that are currently being deployed in pre-5G and 5G networks (in sub$-6$ GHz bands), which are characterized by limited spatial resolution. Numerical results show that mMIMO with such planar arrays can benefit from NOMA in scenarios where the UEs are spatially close to each other. A two-step UE grouping scheme is proposed for NOMA-aided mMIMO systems that is applicable to the spatial correlation matrices of the UEs that are currently active in each cell. Numerical results are used to investigate the performance of the algorithm under different operating conditions and types of spreading signatures (orthogonal, sparse and random sets). The analysis reveals that orthogonal signatures provide the highest average spectral efficiency.