Tracking mobile users via standard routing engines

M. Andrews, Lisa Zhang
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Abstract

We consider the problem of estimating the route of a mobile user based on the corresponding cellular trace. We are given the sequence of cell sites to which the user's mobile device connects, and we wish to find the most plausible route that corresponds to the sequence. We present an algorithm called RecursiveCellRoute that makes repeated calls to a standard third-party routing engine. At each stage of the algorithm we examine whether the current route is sufficiently close to all the cell sites in the input sequence. If that is not the case then we use a far away cell as an intermediate routing point and make recursive calls to the routing engine. We compare this approach against the Cell* algorithm of Leontiadis et al. Cell* works by making direct calls to the A* algorithm in which the length of a street is adjusted based on the distance to the input cell sequence.
通过标准路由引擎跟踪移动用户
我们考虑了基于相应的蜂窝轨迹估计移动用户路由的问题。我们得到了用户移动设备所连接的蜂窝站点的序列,我们希望找到与该序列相对应的最合理的路径。我们提出了一种称为RecursiveCellRoute的算法,它对标准的第三方路由引擎进行重复调用。在算法的每个阶段,我们检查当前路径是否足够接近输入序列中的所有单元站点。如果不是这种情况,那么我们使用一个遥远的单元作为中间路由点,并对路由引擎进行递归调用。我们将这种方法与Leontiadis等人的Cell*算法进行了比较。Cell*的工作原理是直接调用A*算法,其中街道的长度根据与输入Cell序列的距离进行调整。
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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