Ground Impact and Hazard Mitigation for Safer UAV Flight Response

A. Poissant, L. Castano, Huan Xu
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引用次数: 6

Abstract

As Unmanned Aerial Vehicles (UAVs) become more commonplace, there is a growing need for safer flight control software that allows for the UAV to understand and autonomously react to various flight anomalies. Decision-making software must allow the aircraft to perform tasks such as detect and avoid, as well as respond to critical failures mid-flight. This paper develops a ground impact and hazard mitigation (GIHM) module that integrates the following: (1) consideration of flight failure modes, (2) generation of feasible ground impact footprints based on glide equations, (3) selection of safest response ground impact sites based on a high resolution LandScan USA population dataset, and (4) controlled descent to selected site. For a sample population distribution, integration of GIHM with standard UAV flight software shows a reduction of 20.396 casualties per 100,000 flight hours compared to the flight software without GIHM. A 96% reduction in fatalities per flight hour resulted from incorporating this module, which brings UAVs closer to being safe enough to be integrated into the National Airspace System (NAS).
地面冲击和危险缓解对更安全的无人机飞行响应
随着无人驾驶飞行器(UAV)变得越来越普遍,越来越需要更安全的飞行控制软件,使无人机能够理解并自主应对各种飞行异常。决策软件必须允许飞机执行诸如探测和避免等任务,以及对飞行中的关键故障做出反应。本文开发了一个地面撞击和危害缓解(GIHM)模块,该模块集成了以下内容:(1)考虑飞行故障模式,(2)基于滑翔方程生成可行的地面撞击足迹,(3)基于高分辨率LandScan USA人口数据集选择最安全的响应地面撞击地点,以及(4)控制下降到选定地点。对于样本总体分布,与没有GIHM的飞行软件相比,GIHM与标准无人机飞行软件的集成显示每10万飞行小时减少20.396人的伤亡。由于采用了该模块,每飞行小时的死亡率降低了96%,这使得无人机更接近安全,可以集成到国家空域系统(NAS)中。
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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