We consider the downlink of a cell-free massive multiple-input multiple-output (MIMO) system with \textcolor{red}{single}-antenna access points (APs) and single-antenna users. An iterative robust minimum mean-square error (RMMSE) precoder based on generalized loading is developed to mitigate interference in the presence of imperfect channel state information (CSI). An achievable rate analysis is carried out and optimal and uniform power allocation schemes are developed based on the signal-to-interference-plus-noise ratio. An analysis of the computational costs of the proposed RMMSE and existing schemes is also presented. Numerical results show the improvement provided by the proposed RMMSE precoder against linear minimum mean-square error, zero-forcing and conjugate beamforming precoders in the presence of imperfect CSI.
翻译:我们认为无细胞型大规模多投入多产出(MIMO)系统与\ textcolor{red ⁇ single}-antenna接入点(APs)和单亚硝烷用户之间的下线连接。基于普遍负荷,开发了一个迭代强最小平均方差(RMMSE)预编码器,以减少在存在不完善的频道国家信息时的干扰。进行了可实现的费率分析,并根据信号对干涉加噪音比率制定了最佳和统一的权力分配计划。还介绍了对拟议的RMMSE和现有计划的计算成本的分析。数字结果显示,拟议的RMMSE预编码器针对不完善的CSI存在不完善的线性最低平均方差、零强迫和组合预译器的线性平均方差、零强迫和组合。