论文标题

提高无细胞大型MIMO系统的最佳能源效率

Towards Optimal Energy Efficiency in Cell-Free Massive MIMO Systems

论文作者

Papazafeiropoulos, Anastasios, Ngo, Hien Q., Kourtessis, Pandelis, Chatzinotas, Symeon, Senior, John M.

论文摘要

由对\ emph {green}无线通信的不断增长的需求以及\ emph {cell-free}(cf)的优势的促进,我们将重点介绍其在最佳\ emph {能量效率}(ee)的下行链路上设计其下行链接的设计。为了解决这个基本主题,我们假设每个访问点(AP)都使用多个天线部署,并在同一时间频率资源上为多个用户提供服务,而APS是Poisson Point Process(PPP)分布式分布式,这实际上是在实际的机会性空间随机性的方法。我们依靠随机几何形状的工具,在下行平均可达到的光谱效率(SE)上得出了下限。接下来,我们考虑CF大型MIMO系统的现实功耗模型。这些步骤使得有关单位区域下行链路EE的可进行的优化问题的表达,从而导致最佳试点重用因子,AP密度以及最大化EE的AP天线和用户的数量的分析确定。值得注意的是,每个单位区域的EE,而不仅仅是EE是描述CF系统的必要指标,我们在该系统中遇到了多点传输。因此,我们为与基本系统变量有关的最佳EE的CF大规模MIMO系统提供了有用的设计指南。在结果中,我们观察到,较低的飞行员重用因子可以减少干扰,然后较高的EE至特定值。总体而言,这表明CF大型MIMO技术是下一代网络的有前途的候选人,该网络同时获得了单位区域的较高SE和EE。

Motivated by the ever-growing demand for \emph{green} wireless communications and the advantages of \emph{cell-free} (CF) massive multiple-input multiple-output (MIMO) systems, we focus on the design of their downlink for optimal \emph{energy efficiency} (EE). To address this fundamental topic, we assume that each access point (AP) is deployed with multiple antennas and serves multiple users on the same time-frequency resource while the APs are Poisson point process (PPP) distributed, which approaches realistically their opportunistic spatial randomness. Relied on tools from stochastic geometry, we derive a lower bound on the downlink average achievable spectral efficiency (SE). Next, we consider a realistic power consumption model for CF massive MIMO systems. These steps enable the formulation of a tractable optimization problem concerning the downlink EE per unit area, which results in the analytical determination of the optimal pilot reuse factor, the AP density, and the number of AP antennas and users that maximize the EE. Notably, the EE per unit area and not just the EE is the necessary metric to describe CF systems, where we meet multi-point transmission. Hence, we provide useful design guidelines for CF massive MIMO systems relating to fundamental system variables towards optimal EE. Among the results, we observe that a lower pilot reuse factor enables a decrease of the interference, and subsequently, higher EE up to a specific value. Overall, it is shown that the CF massive MIMO technology is a promising candidate for next-generation networks achieving simultaneously high SE and EE per unit area.

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