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一种基于生物启发的逼近检测方法,用于无人机的稳定着陆。

A bio-inspired looming detection for stable landing in unmanned aerial vehicles.

作者信息

Xie Yupeng, Li Zhiteng, Song Linkun, Zhao Jiannan

机构信息

Guangxi Key Laboratory of Intelligent Control and Maintenance of Power Equipment, School of Electrical Engineering, Guangxi University, Nanning 530004, People's Republic of China.

出版信息

Bioinspir Biomim. 2024 Nov 13;20(1). doi: 10.1088/1748-3190/ad8d99.

Abstract

Flying insects, such as flies and bees, have evolved the capability to rely solely on visual cues for smooth and secure landings on various surfaces. In the process of carrying out tasks, micro unmanned aerial vehicles (UAVs) may encounter various emergencies, and it is necessary to land safely in complex and unpredictable ground environments, especially when altitude information is not accurately obtained, which undoubtedly poses a significant challenge. Our study draws on the remarkable response mechanism of the Lobula Giant Movement Detector to looming scenarios to develop a novel UAV landing strategy. The proposed strategy does not require distance estimation, making it particularly suitable for payload-constrained micro aerial vehicles. Through a series of experiments, this strategy has proven to effectively achieve stable and high-performance landings in unknown and complex environments using only a monocular camera. Furthermore, a novel mechanism to trigger the final landing phase has been introduced, further ensuring the safe and stable touchdown of the drone.

摘要

飞行昆虫,如苍蝇和蜜蜂,已经进化出仅依靠视觉线索就能在各种表面上平稳、安全着陆的能力。在执行任务的过程中,微型无人机(UAV)可能会遇到各种紧急情况,需要在复杂和不可预测的地面环境中安全着陆,特别是当无法准确获得高度信息时,这无疑是一个巨大的挑战。我们的研究借鉴了 Lobula 巨大运动探测器对逼近场景的显著响应机制,开发了一种新的无人机着陆策略。该策略不需要距离估计,因此特别适合受有效载荷限制的微型无人机。通过一系列实验,该策略已被证明仅使用单目摄像机即可在未知和复杂环境中有效实现稳定和高性能着陆。此外,还引入了一种新的触发最后着陆阶段的机制,进一步确保了无人机的安全稳定着陆。

相似文献

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Toward autonomous avian-inspired grasping for micro aerial vehicles.迈向基于鸟类灵感的微型飞行器自主抓取。
Bioinspir Biomim. 2014 Jun;9(2):025010. doi: 10.1088/1748-3182/9/2/025010. Epub 2014 May 22.

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