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2D visual area coverage and path planning coupled with camera footprints

机译:2D可视区域覆盖范围和路径规划,再加上摄像头占用空间

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摘要

Unmanned Aerial Vehicles (UAVs) equipped with visual sensors are widely used in area coverage missions. Guaranteeing full coverage coupled with camera footprint is one of the most challenging tasks, thus, in the presented novel approach a coverage path planner for the inspection of 2D areas is established, a 3 Degree of Freedom (DoF) camera movement is considered and the shortest path from the taking off to the landing station is generated, while covering the target area. The proposed scheme requires a priori information about the boundaries of the target area and generates the paths in an offline process. The efficacy and the overall performance of the proposed method has been experimentally evaluated in multiple indoor inspection experiments with convex and non convex areas. Furthermore, the image streams collected during the coverage tasks were post-processed using image stitching for obtaining a single overview of the covered scene.
机译:配备视觉传感器的无人机被广泛用于区域覆盖任务。保证全覆盖和相机覆盖是最具挑战性的任务之一,因此,在提出的新颖方法中,建立了用于检查2D区域的覆盖路径规划器,考虑了3自由度(DoF)相机的移动并且最短生成了从起飞到着陆站的路径,同时覆盖了目标区域。所提出的方案需要关于目标区域的边界的先验信息,并在离线过程中生成路径。该方法的有效性和整体性能已在具有凸面和非凸面区域的多个室内检查实验中进行了实验评估。此外,使用图像拼接对覆盖任务期间收集的图像流进行后处理,以获得覆盖场景的单个概览。

著录项

  • 来源
    《Control Engineering Practice》 |2018年第6期|1-16|共16页
  • 作者单位

    Robotics Group, Control Engineering Division of the Department of Computer, Electrical and Space Engineering, Luleå University of Technology;

    Robotics Group, Control Engineering Division of the Department of Computer, Electrical and Space Engineering, Luleå University of Technology;

    Robotics Group, Control Engineering Division of the Department of Computer, Electrical and Space Engineering, Luleå University of Technology;

    Robotics Group, Control Engineering Division of the Department of Computer, Electrical and Space Engineering, Luleå University of Technology;

    Robotics Group, Control Engineering Division of the Department of Computer, Electrical and Space Engineering, Luleå University of Technology;

    Robotics Group, Control Engineering Division of the Department of Computer, Electrical and Space Engineering, Luleå University of Technology;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Area coverage; Path planning; Visual inspection; UAVs; Camera footprint;

    机译:区域覆盖;路径规划;外观检查;无人机;相机足迹;

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