一种基于度量的块分布,用于改进仓库环境中的本地化

Naif Rabeah, Sundar Aditya, Faisal M. Alawwad, A. Molisch, H. Behairy
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引用次数: 2

摘要

在仓库环境中,由于存储架,目标和锚点之间的视线被遮挡,这是定位的障碍。对于超宽带信号,由于其穿透材料的能力,阻塞现象的随机性可以通过特定位置的阻塞分布来表征。一旦这样的分布是可用的,一个潜在未知数量的目标的定位可以作为一个贝叶斯估计问题,其中块分布扮演先验的角色。本文介绍了在仓库环境中进行的超宽带测量活动的结果,以获得阻塞分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A measurement-based blocking distribution for improving localization in warehouse environments
In a warehouse environment, blocked line-of-sight between targets and anchors, due to storage racks, is an impediment to localization. For ultrawideband signals, the stochastic nature of the blocking phenomenon - due to its material penetrating capabilities - can be characterized by a location-specific blocking distribution. Once such a distribution is available, the localization of a potentially unknown number of targets can be cast as a Bayesian estimation problem, where the blocking distribution plays the role of a prior. This paper presents the results of a ultrawideband measurement campaign conducted to obtain the blocking distribution in a warehouse environment.
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