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Strictly Localized Sensor Self-Deployment for Optimal Focused Coverage

机译:严格本地化的传感器自部署,可实现最佳聚焦范围

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We consider sensor self-deployment problem, constructing FOCUSED coverage (F-coverage) around a Point of Interest (POI), with novel evaluation metric, coverage radius. We propose to deploy sensors in polygon layers over a locally computable equilateral triangle tessellation (TT) for optimal F-coverage formation, and introduce two types of deployment polygon, {cal H}-polygon and {cal C}-polygon. We propose two strictly localized solution algorithms, Greedy Advance (GA), and Greedy-Rotation-Greedy (GRG). The two algorithms drive sensors to move along the TT graph to surround POI. In GA, nodes greedily proceed as close to POI as they can; in GRG, when their greedy advance is blocked, nodes rotate around POI along locally computed {cal H}- or {cal C}-polygon to a vertex where greedy advance can resume. We prove that they both yield a connected network with maximized hole-free area coverage. To our knowledge, they are the first localized sensor self-deployment algorithms that provide such coverage guarantee. We further analyze their coverage radius property. Our study shows that GRG guarantees optimal or near optimal coverage radius. Through extensive simulation we as well evaluate their performance on convergence time, energy consumption, and node collision.
机译:我们考虑传感器的自部署问题,在兴趣点(POI)周围构造FOCUSED覆盖范围(F-coverage),并采用新颖的评估指标,覆盖范围半径。我们建议在局部可计算的等边三角形镶嵌(TT)上的多边形层中部署传感器,以实现最佳的F覆盖范围,并介绍两种部署多边形:{cal H}-多边形和{cal C}-多边形。我们提出了两种严格本地化的求解算法:贪婪进阶(GA)和贪婪旋转贪婪(GRG)。这两种算法驱动传感器沿TT图移动以围绕POI。在GA中,节点贪婪地尽可能接近POI进行;在GRG中,当贪婪的前进被阻止时,节点沿着局部计算的{cal H}-或{cal C}-多边形绕POI旋转到可以恢复贪婪的顶点。我们证明,它们都能产生最大无孔面积覆盖的连接网络。据我们所知,它们是第一个提供这种覆盖保证的本地化传感器自部署算法。我们进一步分析其覆盖半径属性。我们的研究表明,GRG可以保证最佳或接近最佳的覆盖半径。通过广泛的仿真,我们还评估了它们在收敛时间,能耗和节点碰撞方面的性能。

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