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3D Multi-Copter Navigation and Mapping Using GPS, Inertial, and LiDAR

机译:使用GPS,惯性和LiDAR的3D多直升机导航和制图

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摘要

As the use of unmanned aerial vehicles has become more prevalent, the need for a reliable three-dimensional positioning and navigation capability is required to enable operation in challenging environments where the Global Positioning System (GPS) may not be available. For many of these environments, there may not be one particular method to solve the positioning navigation problem. Therefore, we have selected a set of dissimilar sensor technologies and implemented an integrated navigation method that can support reliable operation in an outdoor and structured indoor environment. The integrated navigation design is based on three types of sensors: a GPS receiver, an inertial measurement unit, and three laser scanners. This paper will show that decimeter-level relative positioning accuracies can be achieved for structured indoor operations and that when segments are included where GPS is available, the platform's trajectory is globally anchored with meter-level accuracy. A secondary goal of the proposed method is the generation of a three-dimensional map of the environment. Copyright (C) 2016 Institute of Navigation
机译:随着无人驾驶飞行器的使用变得越来越普遍,需要可靠的三维定位和导航功能,以在可能无法使用全球定位系统(GPS)的具有挑战性的环境中进行操作。对于许多这样的环境,可能没有一种解决定位导航问题的特定方法。因此,我们选择了一组不同的传感器技术,并实现了一种集成导航方法,该方法可以支持在室外和结构化室内环境中的可靠操作。集成导航设计基于三种类型的传感器:GPS接收器,惯性测量单元和三个激光扫描仪。本文将显示,对于结构化的室内操作,可以实现分米级的相对定位精度,并且当包含可用GPS的航段时,平台的轨迹将以米级的精度全局固定。所提出的方法的第二个目标是生成环境的三维图。版权所有(C)2016导航研究所

著录项

  • 来源
    《Navigation》 |2016年第2期|205-220|共16页
  • 作者单位

    NASA, Langley Res Ctr, Hampton, VA 23681 USA;

    Ohio Univ, Athens, OH 45701 USA;

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

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