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Multi-UAV Routing for Area Coverage and Remote Sensing with Minimum Time

机译:多UAV路由可在最短时间内实现区域覆盖和遥感

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摘要

This paper presents a solution for the problem of minimum time coverage of ground areas using a group of unmanned air vehicles (UAVs) equipped with image sensors. The solution is divided into two parts: (i) the task modeling as a graph whose vertices are geographic coordinates determined in such a way that a single UAV would cover the area in minimum time; and (ii) the solution of a mixed integer linear programming problem, formulated according to the graph variables defined in the first part, to route the team of UAVs over the area. The main contribution of the proposed methodology, when compared with the traditional vehicle routing problem’s (VRP) solutions, is the fact that our method solves some practical problems only encountered during the execution of the task with actual UAVs. In this line, one of the main contributions of the paper is that the number of UAVs used to cover the area is automatically selected by solving the optimization problem. The number of UAVs is influenced by the vehicles’ maximum flight time and by the setup time, which is the time needed to prepare and launch a UAV. To illustrate the methodology, the paper presents experimental results obtained with two hand-launched, fixed-wing UAVs.
机译:本文提出了使用一组配备有图像传感器的无人飞行器(UAV)来解决地面区域最小时间覆盖问题的解决方案。该解决方案分为两部分:(i)任务建模为图形,其顶点是地理坐标,其确定方式为单个无人机可以在最短时间内覆盖该区域; (ii)根据第一部分中定义的图形变量制定的混合整数线性规划问题的解决方案,以将无人飞行器组路由到该区域。与传统的车辆路径问题(VRP)解决方案相比,所提出的方法的主要贡献在于,我们的方法解决了一些实际问题,这些问题仅在使用实际无人机执行任务时才遇到。在这一方面,本文的主要贡献之一是通过解决优化问题来自动选择用于覆盖该区域的无人机数量。无人机的数量受车辆的最大飞行时间和准备时间(准备和发射无人机所需的时间)影响。为了说明这种方法,本文介绍了使用两种手动发射的固定翼无人机获得的实验结果。

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