分布式天线系统的蜂窝结构与聚类

Sijie Xia, Chang Ge, Qiang Chen, F. Adachi
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引用次数: 6

摘要

随着移动数据流量的不断增长,5g先进系统将不可避免地部署更密集的基站(BSs)和更高的频段。由于高频无线电信号的直线传播特性和有限的信号处理能力,具有集群多用户多输入多输出(MU-MIMO)的蜂窝结构分布式天线系统被认为是有吸引力的。细胞结构和集群结构(在每个细胞中)对系统性能影响很大。我们提出了改进的基于k均值的细胞结构和聚类。在用户容量、用户容量公平性和MU-MIMO处理的计算复杂度等方面,通过计算机仿真将改进的基于k均值的元胞结构与原始的基于k均值的元胞结构和简单的平方除法进行了比较。
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Cellular Structuring and Clustering for Distributed Antenna Systems
Denser deployment of base stations (BSs) and higher frequency bands are inevitable in 5G-advanced systems with ever growing mobile data traffic. Due to the rectilinear propagation nature of high frequency radio signals and the limited signal processing power, cellular structured distributed antenna system with clustered multi-user multi-input multi-output (MU-MIMO) is considered attractive. Cellular structure and cluster structure (in each cell) greatly affect the system performance. We propose modified K-means based cellular structuring and clustering. The modified K-means based cellular structuring is compared by computer simulation with original K-means based one and the simple square division in terms of user capacity, fairness of user capacity and computational complexity of MU-MIMO processing.
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