Impact of clustering at mmW band frequencies

M. Martínez-Inglés, D. Gaillot, J. Pascual-García, Jose-Maria Molina Garcia-Pardo, M. Liénard, J. Rodríguez, L. Juan-Llácer
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引用次数: 7

Abstract

In this work different clustering approaches are investigated in the millimeter-wave (mm-W) frequency band from measurements and simulations. Multipath Component (MPC) parameters have been extracted from both measurements and simulations using RiMAX. Following this step, several clustering techniques such as visual inspection, K-means, and multipath component distance (MCD) were implemented and analyzed. We have found that, at mm-W, the number of MPC within a cluster is very small.
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毫米波频段的聚类影响
本文通过测量和仿真研究了毫米波(mm-W)频段的不同聚类方法。利用RiMAX从测量和模拟中提取了多径分量(MPC)参数。在此步骤之后,实现并分析了几种聚类技术,如视觉检查、K-means和多路径分量距离(MCD)。我们发现,在mm-W时,一个星团内的MPC数量非常少。
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