更安全的无人机驾驶:复杂环境下遥控四旋翼无人机的鲁棒感知与避免解决方案

Min Wang, H. Voos
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引用次数: 2

摘要

目前的商用无人机在很大程度上是由业余飞行员远程驾驶的。由于缺乏远程操作经验或技能,他们经常驾驶无人机碰撞。因此,为了确保无人机及其周围环境的安全,无人机有必要具备发现紧急情况的能力,并在面临迫在眉睫的威胁时自行采取行动。然而,目前市场上可用的大多数无人机都没有配备这种能力。为了填补这一空白,本文提出了一个完整的感知和避免解决方案,以帮助不熟练的飞行员确保安全飞行。特别地,我们提出了一种考虑传感器特性的非线性车辆控制系统、一种紧急评估策略和一种新的基于优化的避碰控制策略。在多运动目标的仿真中验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Safer UAV Piloting: A Robust Sense-and-Avoid Solution for Remotely Piloted Quadrotor UAVs in Complex Environments
Current commercial UAVs are to a large extent remotely piloted by amateur human pilots. Due to lack of teleoperation experience or skills, they often drive the UAVs into collision. Therefore, in order to ensure safety of the UAV as well as its surroundings, it is necessary for the UAV to boast the capability of detecting emergency situation and acting on its own when facing imminent threat. However, the majority of UAVs currently available in the market are not equipped with such capability. To fill in the gap, in this paper we present a complete sense-and-avoid solution for assisting unskilled pilots in ensuring a safe flight. Particularly, we propose a novel nonlinear vehicle control system which takes into account of sensor characteristics, an emergency evaluation policy and a novel optimization-based avoidance control strategy. The effectiveness of the proposed approach is demonstrated and validated in simulation with multiple moving objects.
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