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Data Gathering in Wireless Sensor Networks Using Unmanned Aerial Vehicles

机译:使用无人飞行器的无线传感器网络中的数据收集

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摘要

In an IoT world sensor-enabled systems are all around us and accessible for management at any time and place. Besides other technological components, small unmanned aerial vehicles are also expected to have an important role in IoT as they fly at low-altitude becoming suitable data acquisition vehicles in certain situations. In this article we focus on data gathering using unmanned aerial vehicles for applications having delivery limit constraints. The problem is to design an efficient set of paths to gather sensor data at specific places, and to deliver it at the sink node, while accomplishing the delivery limit associated with data. After formalizing the problem, a heuristic approach is developed that incorporates solution improvement mechanisms suitable for data gathering purposes. Results show that the proposed approach is suitable to solve the data gathering problem and clues on how to adjust parameters, according to the nature of the data set, are given.
机译:在物联网世界中,支持传感器的系统无处不在,可随时随地进行管理。除其他技术组件外,小型无人飞行器还有望在物联网中发挥重要作用,因为它们可以在低空飞行,在某些情况下成为合适的数据采集工具。在本文中,我们将重点放在使用无人飞行器的数据收集上,以限制交付限制。问题是设计一组有效的路径以在特定位置收集传感器数据,并在接收器节点处传递它,同时完成与数据关联的传递限制。在使问题正式化之后,开发了一种启发式方法,该方法结合了适合数据收集目的的解决方案改进机制。结果表明,该方法适用于解决数据收集问题,并根据数据集的性质给出了如何调整参数的线索。

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