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Group sweep coverage with guaranteed approximation ratio
Theoretical Computer Science ( IF 0.9 ) Pub Date : 2020-05-26 , DOI: 10.1016/j.tcs.2020.05.012
Chuang Liu , Hongwei Du , Qiang Ye , Wen Xu

Wireless Sensor Networks (WSNs) are often deployed to monitor a region of interest. With sweep coverage, mobile sensor nodes are scheduled to move along a planned route (i.e. sweep route) in order to collect the data from a series of Point of Interests (POIs) sequentially. In this paper, we generalize the sweep coverage problem by proposing a new coverage paradigm, group sweep coverage. With group sweep coverage, the POIs are divided into several groups. A group is said to be covered when one of the POIs in the group is covered. The goal in group sweep coverage is to construct a sweep route that mobile sensor nodes should follow in order to cover all groups during each predefined period. In our research, we devised two algorithms for group sweep coverage: AGSC and DSRM. AGSC is a centralized scheme whose approximation ratio is 5Δ. Namely, the length of the sweep route generated by AGSC is at most 5Δ times that of the optimal sweep route. DSRM is a distributed scheme for large-scale networks with dynamic POIs. Compared with AGSC, DSRM leads to the same approximation ratio and better scalability. Our experimental results indicate that both AGSC and DSRM outperform the state-of-the-art schemes in terms of average and maximal sweep route length.



中文翻译:

分组扫描覆盖,保证近似率

无线传感器网络(WSN)通常被部署为监视感兴趣的区域。利用扫描覆盖,移动传感器节点被安排为沿着计划的路线(即扫描路线)移动,以便顺序地从一系列兴趣点(POI)收集数据。在本文中,我们通过提出一个新的覆盖范式,即组扫描覆盖,来概括扫描覆盖问题。通过组扫描覆盖,将POI分为几个组。当一个组中的一个POI被覆盖时,该组就被覆盖。组扫描范围的目标是构建移动传感器节点应遵循的扫描路径,以便在每个预定义时间段内覆盖所有组。在我们的研究中,我们设计了两种用于组扫描的算法:AGSC和DSRM。AGSC是一种集中方案,其近似比率为5Δ。即 AGSC生成的扫描路径的长度最多是最佳扫描路径的5倍。DSRM是具有动态POI的大规模网络的分布式方案。与AGSC相比,DSRM具有相同的近似率和更好的可伸缩性。我们的实验结果表明,AGSC和DSRM在平均和最大扫掠路线长度方面都优于最新方案。

更新日期:2020-05-26
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