论文标题
迈向无细胞的大型MIMO:基于测量的分析
Towards Cell-Free Massive MIMO: A Measurement-Based Analysis
论文作者
论文摘要
无细胞分布的大量多输入多输出(MIMO)系统利用无线电设备分布在大型地理区域上。用户设备(UE)的无线电信号通过UE附近的无线电单元(RUS)的子集一致检测,并在最近的基带处理单元(BPU)共同处理。该体系结构承诺要减少两个数量级的传输功率,空间聚焦在UE位置以提高可靠性,并在覆盖面积上保持一致的吞吐量。从理论的角度来看,所有这些属性都已研究到远处。据我们所知,这项工作以时间变化的通道传输函数的形式提出了第一个经验无线电波传播测量值,用于线性分布广泛的天线阵列,其32个单天线rus散布在46.5 m的范围内。大量孔径可以对无细胞系统的传播特征有宝贵的见解。分析了三种不同的共同分布且分布广泛的RU配置及其在城市环境中的性质,以时间变化的延迟范围,多普勒扩展,路径损失以及局部散射函数在空间上的相关性进行分析。为了开发6G无细胞的大规模MIMO收发器算法,我们分析了诸如通道硬化,通道老化以及信号与干扰和噪声比(SINR)之类的特性。我们的经验证据支持广泛分布的无细胞系统的有希望的主张。
Cell-free widely distributed massive multiple-input multiple-output (MIMO) systems utilize radio units spread out over a large geographical area. The radio signal of a user equipment (UE) is coherently detected by a subset of radio units (RUs) in the vicinity of the UE and processed jointly at the nearest baseband processing unit (BPU). This architecture promises two orders of magnitude less transmit power, spatial focusing at the UE position for high reliability, and consistent throughput over the coverage area. All these properties have been investigated so far from a theoretical point of view. To the best of our knowledge, this work presents the first empirical radio wave propagation measurements in the form of time-variant channel transfer functions for a linear, widely distributed antenna array with 32 single antenna RUs spread out over a range of 46.5 m. The large aperture allows for valuable insights into the propagation characteristics of cell-free systems. Three different co-located and widely distributed RU configurations and their properties in an urban environment are analyzed in terms of time-variant delay-spread, Doppler spread, path loss and the correlation of the local scattering function over space. For the development of 6G cell-free massive MIMO transceiver algorithms, we analyze properties such as channel hardening, channel aging as well as the signal to interference and noise ratio (SINR). Our empirical evidence supports the promising claims for widely distributed cell-free systems.