Target tracking trajectory generation for quadrotors in static complex environments

Yang Ji
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Abstract

This paper mainly focuses on the problem of target tracking trajectory generation for quadrotors in static complex environments. In this paper, a trajectory planning framework is proposed that can be used to address the occlusion problem caused by obstacles in target tracking situations. The main innovations are: First, a visibility function is introduced that is constructed based on a signed Euclidean distance field (ESDF) map. Based on this function, the favorable view direction is derived to track the target distinctly. Second, the distance between the target and chaser is optimized as one of the cost functions, resulting in a smooth and comfortable distance between them. Finally, the effectiveness of the algorithm is verified on the Rviz platform.
静态复杂环境下四旋翼机目标跟踪轨迹生成
本文主要研究静态复杂环境下四旋翼飞行器的目标跟踪轨迹生成问题。本文提出了一种轨迹规划框架,用于解决目标跟踪中障碍物遮挡问题。主要创新点有:首先,引入了一个基于带符号欧几里得距离场(ESDF)图构造的可见性函数;在此基础上,推导出有利的视向,以实现对目标的清晰跟踪。其次,将目标与追猎者之间的距离作为代价函数之一进行优化,使目标与追猎者之间的距离平稳舒适。最后,在Rviz平台上验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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