基于无人机的无线传感器网络区域覆盖的理论分析

Peng Sun, A. Boukerche, Yanjie Tao
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引用次数: 8

摘要

无线传感器网络(WSN)通常部署在感兴趣的领域(FoI),用于检测或监控某些特殊事件,然后将聚合的数据通过汇聚节点或网关转发到指定的数据中心。传统上,WSN需要密集部署,其中部署额外的传感器节点以达到所需的覆盖水平。幸运的是,随着无人机技术的发展,无人机在军事和民用领域都得到了广泛的应用。与传统的移动传感器节点相比,无人机具有更快的移动速度、更长的部署范围和相对较长的服务时间。因此,无人机可以被认为是现有传感设备的完美载体,并用于形成基于无人机的WSN (UWSN)。本文从理论上分析了无线传感器网络的覆盖问题。基于积分几何,我们解决了上述问题。实验结果进一步验证了我们的理论结果。
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Theoretical Analysis of the Area Coverage in a UAV-based Wireless Sensor Network
A wireless sensor network (WSN) is usually deployed in a field of interest (FoI) for detecting or monitoring some special events and then forwarding the aggregated data to the designated data center through sink nodes or gateways. Traditionally, the WSN requires the intensive deployment in which the extra sensor nodes are deployed to achieve the required coverage level. Fortunately, depending on the developments of the unmanned aerial vehicle (UAV) techniques, the UAV has been widely adopted in both military and civilian applications. Comparing with the traditional mobile sensor nodes, the UAV has much faster moving speed, longer deployment range and relatively longer serving time. Consequently, the UAV can be considered as a perfect carrier for the existing sensing equipment and used to form a UAV-based WSN (UWSN). In this paper, we theoretically analyse the coverage problem in the UWSN. Based on the integral geometry, we solve the aforementioned question. The experimental results further verifies our theoretical results.
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