We consider a cell-free massive multiple-input multiple-output (MIMO) system with multi-antenna access points and user equipments (UEs) over Weichselberger Rician fading channels with random phase-shifts. More specifically, we investigate the uplink spectral efficiency (SE) for two pragmatic processing schemes: 1) the fully centralized processing scheme with global minimum mean square error (MMSE) or maximum ratio (MR) combining; 2) the large-scale fading decoding (LSFD) scheme with local MMSE or MR combining. To improve the system SE performance, we propose a practical uplink precoding scheme based on only the eigenbasis of the UE-side correlation matrices. Moreover, we derive novel closed-form SE expressions for characterizing the LSFD scheme with the MR combining. Numerical results validate the accuracy of our derived expressions and show that the proposed precoding scheme can significantly improve the SE performance compared with the scenario without any precoding scheme.
翻译:更具体地说,我们为两种务实的加工方案调查了无细胞型大规模多投入多输出输出(MIMO)系统,该系统配有多亚氮接入点和用户设备(UES),在Weichselberger Rician的淡化频道上,配有随机的阶段性转移。更具体地说,我们为两种务实的加工方案调查了上链光谱效率(1) 完全集中的处理方案,配有全球最小平均差(MMSE)或最大比率(MR)的组合;2 与本地MSE或MR合并的大规模解码(LSFD)计划。为了改进系统SE的性能,我们建议了一个实用的上链预编码方案,其基础只是UE-S-Side相关矩阵的叶本基。此外,我们提出了新的封闭式SEE表达方式,用于与MR组合的LSFD计划定性。 数字结果证实了我们所得表达方式的准确性,并表明拟议的预先编码计划可以大大改进SE的性,而没有预先编码计划。