一种用于智能农业的自维持无人机路由协议

Prusayon Nintanavongsa, Weerachai Yaemvachi, Itarun Pitimon
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引用次数: 8

摘要

提高农业生产力是农民长期追求的目标,但只有少数人能做到。阻碍他们实现这一目标的一个主要因素是缺乏适当的农业监测技术。最近的技术进步使传感器网络与传统农业相结合,从而通过智能农业实现有效的监测。然而,在整个覆盖范围内,在设备和基础设施安装方面存在着巨额投资。我们设计了两种路由方法,称为位置不可知(LA)和位置特定(LS)协议,以促进自给自足的农业监测平台,不需要安装基础设施,包括具有太阳能收集和无线电力传输能力的无人机(UAV)。LA协议不需要在飞行前访问监测站的位置信息,对于动态环境非常有用。LS协议依赖于飞行前的完整拓扑视图,适用于静态环境。这些协议确定了一组监测站在各种条件下的最优无人机路由路径。通过仿真和实验研究的结合,我们证明了与经典路由协议相比,该协议的能源效率和覆盖面积有显著提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A self-sustaining unmanned aerial vehicle routing protocol for smart farming
Increasing agricultural productivity has been a long quest for farmers and only a few can achieve it. One major factor that hinders them to achieve such goal is the lack of proper agricultural monitoring technique. Recent advancement in technology has enabled the integration of sensor networks and traditional farming, resulting in effective monitoring through smart farming. However, there exists a hefty investment in equipment and infrastructure installation throughout the coverage area. We design two routing approaches, called Location-agnostic (LA) and Location-specific (LS) protocols, to facilitate the self-sustaining agricultural monitoring platform, requiring no infrastructure installation, comprises of Unmanned Aerial Vehicle (UAV) with solar energy harvesting and wireless power transfer capability. The LA protocol does not require location information of monitoring stations to be visited prior to the flight, and is useful for dynamic environment. The LS protocol relies on the complete view of the topology prior to the flight and is suitable for static environment. These protocols determine the optimal UAV routing path from a set of monitoring stations under various conditions. Through a combination of simulation and experimentation studies, we demonstrate significant energy efficiency and coverage area improvement over the classical routing protocol.
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