In downlink, a base station (BS) with multiple transmit antennas applies zeroforcing beamforming to transmit to single-antenna mobile users in a cell. We propose the schemes that optimize transmit power and the number of bits for channel direction information (CDI) for all users to achieve the max-min signal-to-interference plus noise ratio (SINR) fairness. The optimal allocation can be obtained by a geometric program for both non-orthogonal multiple access (NOMA) and orthogonal multiple access (OMA). For NOMA, 2 users with highly correlated channels are paired and share the same transmit beamforming. In some small total-CDI rate regimes, we show that NOMA can outperform OMA by as much as 3 dB. The performance gain over OMA increases when the correlation-coefficient threshold for user pairing is set higher. To reduce computational complexity, we propose to allocate transmit power and CDI rate to groups of multiple users instead of individual users. The user grouping scheme is based on K-means over the user SINR. We also propose a progressive filling scheme that performs close to the optimum, but can reduce the computation time by almost 3 orders of magnitude in some numerical examples.
翻译:在下行链路中,一个拥有多个传输天线的基准站(BS)应用零强制波束将信号波状传送给一个细胞中的单ANANNA移动用户。我们建议采用最优化传输动力和频道方向信息比特数的计划,让所有用户都能实现最大最小信号对干涉和噪音比(SINR)公平性。通过非横向多存取(NOMA)和正方方位多存取(OMA)的几何程序,可以取得最佳分配。对于NOMA,两个高度相关频道用户配对,共享相同的传输光束。在一些小的CDI率系统中,我们显示NOMA能够以3 dB的速度优于OMA。当用户配对的相近节率阈值提高时,OMA的性能会提高。为了降低计算复杂性,我们提议将能量和CDI的速率分配给多个用户群体,而不是单个用户。用户的用户组合计划可以以K- means为基础,分享相同的传输光束。在一些小的CDIR系统中,我们还提出一个渐进式的填充计划,通过接近于最接近数字的模型进行最接近的计算。