On Configuring Directional Transmission for Path Exposure Reliability in Energy Harvesting Wireless Sensor Networks

Abdulsalam Basabaa, E. Elmallah
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Abstract

In this paper, we consider a path exposure problem in energy harvesting wireless sensor networks (EH-WSNs) where nodes are equipped with directional communication devices. Nodes harvest energy from ambient environment (e.g., solar power), and manage fluctuations in their stored energy by adjusting some of their directional transmission parameters. Using a probabilistic graph model we formalize a problem, denoted DirEXPO-RU, that quantifies the ability of a network to detect and report traversal along a given path as probability representing the reliability of the network in performing the path monitoring task. A problem that arises in managing the network resources to maximize this reliability measure is to adjust the transmission beam width of each node, given that nodes beam centers are given as input. We develop a heuristic algorithm to deal with the problem, and use the algorithm in a framework for computing lower bounds on the reliability of the overall network. The obtained numerical results show improvement in the achieved network reliability.
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能量采集无线传感器网络中路径暴露可靠性的定向传输配置
在本文中,我们考虑了能量收集无线传感器网络(EH-WSNs)中节点配备定向通信设备的路径暴露问题。节点从周围环境中获取能量(例如太阳能),并通过调整一些定向传输参数来管理其存储能量的波动。使用概率图模型,我们形式化了一个问题,称为DirEXPO-RU,该问题量化了网络检测和报告沿给定路径遍历的能力,作为表示网络执行路径监控任务的可靠性的概率。在给定节点波束中心作为输入的情况下,如何调整每个节点的传输波束宽度,是管理网络资源以使该可靠性度量最大化的一个问题。我们开发了一种启发式算法来处理这个问题,并在一个框架中使用该算法来计算整个网络的可靠性下界。数值结果表明,实现的网络可靠性得到了提高。
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