Autonomous Flight using a Smartphone as On-Board Processing Unit in GPS-Denied Environments

Michael Leichtfried, Christoph Kaltenriner, Annette Mossel, H. Kaufmann
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引用次数: 18

Abstract

In this paper, we present a low-weight and low-cost Unmanned Aerial Vehicle (UAV) for autonomous flight and navigation in GPS-denied environments using an off-the-shelf smartphone as its core on-board processing unit. Thereby, our approach is independent from additional ground hardware and the UAV core unit can be easily replaced with more powerful hardware that simplifies setup updates as well as maintenance. The UAV is able to map, locate and navigate in an unknown indoor environment fusing vision based tracking with inertial and attitude measurements. We choose an algorithmic approach for mapping and localization that does not require GPS coverage of the target area, therefore autonomous indoor navigation is made possible. We demonstrate the UAVs capabilities of mapping, localization and navigation in an unknown 2D marker environment. Our promising results enable future research on 3D self-localization and dense mapping using mobile hardware as the only on-board processing unit.
在gps拒绝环境中使用智能手机作为机载处理单元的自主飞行
在本文中,我们提出了一种低重量和低成本的无人机(UAV),用于在gps拒绝环境中自主飞行和导航,使用现成的智能手机作为其核心机载处理单元。因此,我们的方法独立于额外的地面硬件,无人机核心单元可以很容易地替换为更强大的硬件,简化了设置更新和维护。无人机能够在未知的室内环境中进行地图、定位和导航,融合基于惯性和姿态测量的视觉跟踪。我们选择了一种不需要GPS覆盖目标区域的地图和定位算法,因此自主室内导航成为可能。我们演示了无人机在未知的二维标记环境中进行测绘、定位和导航的能力。我们有希望的结果使未来的3D自定位和密集地图研究使用移动硬件作为唯一的车载处理单元。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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