Poster abstract: Location-centric relationship graph for indoor mobility using WLANs

Mimonah Al Qathrady, A. Helmy
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引用次数: 0

Abstract

Understanding the mobile user flow flux patterns is important for numerous applications. Much of the mobility modeling studies have focused on a user-centric approach for outdoors movement. In this study, we take a location-centric approach for indoor mobility to analyze and characterize region relationships as pertains to user flow. Our study is trace-driven, as we use extensive measurements from wireless LANs, and mine them to quantify metrics for influx and outflux for various buildings at a university campus involving more than 84K anonymous mobile users. We derived the regions' relationship graph and compute and contrast its properties in different buildings during both a weekday and a weekend. Then, the influx and outflux degrees are computed for regions during thirty days. Interestingly, the degrees do not follow a power law distribution.
海报摘要:使用无线局域网的室内移动的以位置为中心的关系图
了解移动用户流量模式对许多应用程序都很重要。许多移动性建模研究都集中在以用户为中心的户外运动方法上。在本研究中,我们采用以位置为中心的方法来分析和表征与用户流动有关的区域关系。我们的研究是跟踪驱动的,因为我们使用了无线局域网的广泛测量,并对它们进行挖掘,以量化大学校园内各种建筑物的流入和流出指标,涉及超过84,000名匿名移动用户。我们导出了区域关系图,并计算和对比了工作日和周末不同建筑的区域属性。然后,计算各地区在30天内的流入和流出程度。有趣的是,这些学位并不遵循幂律分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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