系绳小型无人机系统的视觉姿态稳定,以协助溺水者恢复

J. Dufek, Xuesu Xiao, R. Murphy
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引用次数: 10

摘要

提出了一种利用前置单目摄像机实现系留小型无人机Fotokite视觉姿态稳定的方法。通常,Fotokite只相对于它的系绳而不是相对于整体框架稳定自己。因此,它容易受到环境干扰(特别是风)或地面站运动的影响。相关工作提出了使用下视摄像头和单应性估计实现无人机系统的视觉稳定。这种方法的主要缺点是在单应性估计中使用的所有特征必须在同一平面上。本文提出的方法适用于不同平面的特征,可以与前置相机一起使用。本文是一个更大的项目的一部分,该项目是利用Fotokite视觉伺服的救生无人水面飞行器来救助溺水受害者。使用的一些算法是运动敏感的,因此,Fotokite保持相对于世界的姿态是可取的。本文提出的方法可以防止Fotokite在沿海地区典型的多风条件下或地面站在船上时逐渐漂移。通过测量初始姿态的度量位移,对9个试验的姿态稳定质量进行了定量分析。实现的平均公制位移为34厘米。结果还与3个没有稳定的试验进行了比较。
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Visual pose stabilization of tethered small unmanned aerial system to assist drowning victim recovery
This paper proposes a method for visual pose stabilization of Fotokite, a tethered small unmanned aerial system, using a forward facing monocular camera. Conventionally, Fotokite stabilizes itself only relative to its tether and not relative to the global frame. It is, therefore, susceptible to environmental disturbances (especially wind) or motion of its ground station. Related work proposed visual stabilization for unmanned aerial systems using a downward facing camera and homography estimation. The major disadvantage of this approach is that all the features used in the homography estimation must be in the same plane. The method proposed in this paper works for features in different planes and can be used with a forward-facing camera. This paper is the part of a bigger project on saving drowning victims using lifesaving unmanned surface vehicle visually servoed by Fotokite to reach the victims. Some of the used algorithms are motion sensitive and, therefore, it is desirable for Fotokite to keep its pose relative to the world. The method presented in this paper will enable to prevent gradual drifting of Fotokite in windy conditions typical for coastal areas or when the ground station is on a boat. The quality of pose stabilization was quantitatively analyzed in 9 trials by measuring metric displacement from the initial pose. The achieved mean metric displacement was 34 cm. The results were also compared to 3 trials with no stabilization.
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