用于无人驾驶飞行器稳定着陆的生物感知探测系统。

IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY
Yupeng Xie, Zhiteng Li, Linkun Song, Jiannan Zhao
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引用次数: 0

摘要

苍蝇和蜜蜂等飞行昆虫已经进化出完全依靠视觉提示在各种表面平稳安全着陆的能力。在执行任务的过程中,微型无人机可能会遇到各种突发情况,需要在复杂多变的地面环境中安全着陆,尤其是在无法准确获取高度信息的情况下,这无疑是一个巨大的挑战。我们的研究借鉴了小叶巨动探测器(LGMD)对隐约出现的场景的卓越响应机制,开发出一种新型无人机着陆策略。所提出的策略不需要距离估计,因此特别适用于有效载荷受限的微型飞行器。通过一系列实验证明,该策略仅使用一个单目传感器就能在未知和复杂的环境中有效实现稳定和高性能的着陆。此外,还引入了一种触发最后着陆阶段的新型机制,进一步确保无人机安全稳定地着陆。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A bio-inspired looming detection for stable landing in unmanned aerial vehicles.

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.

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来源期刊
Bioinspiration & Biomimetics
Bioinspiration & Biomimetics 工程技术-材料科学:生物材料
CiteScore
5.90
自引率
14.70%
发文量
132
审稿时长
3 months
期刊介绍: Bioinspiration & Biomimetics publishes research involving the study and distillation of principles and functions found in biological systems that have been developed through evolution, and application of this knowledge to produce novel and exciting basic technologies and new approaches to solving scientific problems. It provides a forum for interdisciplinary research which acts as a pipeline, facilitating the two-way flow of ideas and understanding between the extensive bodies of knowledge of the different disciplines. It has two principal aims: to draw on biology to enrich engineering and to draw from engineering to enrich biology. The journal aims to include input from across all intersecting areas of both fields. In biology, this would include work in all fields from physiology to ecology, with either zoological or botanical focus. In engineering, this would include both design and practical application of biomimetic or bioinspired devices and systems. Typical areas of interest include: Systems, designs and structure Communication and navigation Cooperative behaviour Self-organizing biological systems Self-healing and self-assembly Aerial locomotion and aerospace applications of biomimetics Biomorphic surface and subsurface systems Marine dynamics: swimming and underwater dynamics Applications of novel materials Biomechanics; including movement, locomotion, fluidics Cellular behaviour Sensors and senses Biomimetic or bioinformed approaches to geological exploration.
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