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Packing of cutsets for a breach path detection problem

机译:打包封包以解决违规路径检测问题

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The breach path detection reliability (bpdrel) problem is a core Wireless Sensor Networks (WSNs) surveillance problem discussed in the literature. The problem concerns WSNs deployed to guard an area with multiple entry-exit sides where intruders can cross the area through any specified subset of sides. Nodes in the network can fail randomly, and we ask what is the likelihood that the network can successfully detect intrusion events. Our work here develops methods for deriving upper bounds on the solutions by means of packing network nodes into cutsets having certain properties. The developed methods are efficient and can be used either as standalone tools, or as subroutines to improve the time-accuracy of other iterative methods that can achieve higher accuracy with increased number of iterations. The obtained numerical results are used to analyze the merits of the devised methods. In addition, we discuss and evaluate the applicability of our methods to tackle an optimum sink location design problem.
机译:违规路径检测可靠性(bpdrel)问题是文献中讨论的核心无线传感器网络(WSN)监视问题。问题涉及部署用于保护具有多个出入口侧面的区域的WSN,入侵者可以通过该侧面通过任何指定的侧面子集穿越该区域。网络中的节点可能会随机发生故障,我们问网络成功检测到入侵事件的可能性是多少。我们的工作是通过将网络节点打包为具有某些属性的割集,来开发用于推导解决方案上限的方法。所开发的方法是有效的,可以用作独立工具,也可以用作子例程,以提高其他迭代方法的时间准确性,这些迭代方法可以通过增加迭代次数来实现更高的精度。所得数值结果用于分析所设计方法的优点。此外,我们讨论并评估了我们的方法在解决最佳水槽位置设计问题方面的适用性。

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