部分观察随机最短路径问题——在蜂窝网络中顺序寻呼中的应用

Sumeetpal S. Singh, V. Krishnamurthy
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引用次数: 1

摘要

轮询蜂窝网络中的漫游移动用户以确定其位置称为寻呼,它需要使用有限的无线资源。我们将寻呼问题表述为一个马尔可夫目标的最优顺序搜索问题,并证明了该问题是部分可观察随机最短路径问题的一个实例。利用posp问题的理论,提出了具有性能边界的最优和次优分页算法。然后,我们提出了一种可扩展的顺序分页架构,用于使用有限数量的分页资源同时对多个移动站进行分页。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Partially observed stochastic shortest path problem - application to sequential paging in cellular networks
Polling a roaming mobile user in a cellular network to determine its location is called paging and it requires the use of limited wireless resources. We formulate the paging problem as an optimal sequential search problem for a Markovian target and show that the resulting problem is an instance of a Partially Observed Stochastic Shortest Path (POSSP) problem. Using the theory of POSSP problems, we propose optimal and suboptimal paging algorithms with performance bounds. We then propose a scalable sequential paging architecture for paging multiple mobile stations simultaneously using a finite number of paging resources.
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