论文标题
与无线电条纹的MMSE最佳顺序处理无细胞的巨大含量
MMSE-Optimal Sequential Processing for Cell-Free Massive MIMO With Radio Stripes
论文作者
论文摘要
与传统的多重输入 - 型号输出(MIMO)技术相比,无细胞的大规模多输入量输出(MMIMO)是超越5G的新兴技术。无单元的MMIMO的主要工作原理是,许多分布式访问点(AP)同时配合以服务网络中的所有用户而无需创建单元格边界。本文考虑了使用无线电条纹网络体系结构的无单元MMIMO系统的上行链路,并在AP之间进行了顺序的Fronthaul。开发了一种新型的上行链路顺序处理算法,该算法被证明在最大光谱效率(SE)和最小均方根误差(MSE)方面都是最佳的。提供了详细的定量分析,对拟议算法的领先要求或信号传导及其与竞争的亚最佳算法进行了比较。关键结论和含义总结为基础的形式。基于分析和数值模拟结果,我们得出结论,所提出的方案可以大大降低前传信号传导,而不会损害通信性能。
Cell-free massive multiple-input-multiple-output (mMIMO) is an emerging technology for beyond 5G with its promising features such as higher spectral efficiency and superior spatial diversity as compared to conventional multiple-input-multiple-output (MIMO) technology. The main working principle of cell-free mMIMO is that many distributed access points (APs) cooperate simultaneously to serve all the users within the network without creating cell boundaries. This paper considers the uplink of a cell-free mMIMO system utilizing the radio stripe network architecture with a sequential fronthaul between the APs. A novel uplink sequential processing algorithm is developed which is proved to be optimal in both the maximum spectral efficiency (SE) and the minimum mean square error (MSE) sense. A detailed quantitative analysis of the fronthaul requirement or signaling of the proposed algorithm and its comparison with competing sub-optimal algorithms is provided. Key conclusions and implications are summarized in the form of corollaries. Based on the analytical and numerical simulation results, we conclude that the proposed scheme can greatly reduce the fronthaul signaling, without compromising the communication performance.