From Nature to UAV - A Study on Collision Avoidance in Bee Congregation

Nahin Hossain Uday, Md. Zahid Hasan, Rejwan Ahmed, Md. Mahmudur Rahman, Abhijit Bhowmik, D. Karmaker
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Abstract

Insects engage in a variety of survival-related activities, including feeding, mating, and communication, which are frequently motivated by innate impulses and environmental signals. Social insects, such as ants and bees, exhibit complex collective behaviors. They carry out well-organized duties, including defense, nursing, and foraging, inside their colonies. For analyzing the behavior of any living entity, we selected honeybees (Apis Mellifera) and worked on a small portion of it. We have captured the video of honeybees flying close to a hive (human-made artificial hive) while the entrance was temporarily sealed which resulted in the” bee cloud”. An exploration of the flight trajectories executed and a 3D view of the” bee cloud” constructed. We analyzed the behaviors of honeybees, especially on their speed and distance. The results showed that the loitering honeybees performed turns that are fully coordinated, and free of sideslips so thus they made no collision between themselves which inspired us to propose a method for avoiding collision in unmanned aerial vehicle. This paper gives the collective behavioral information and analysis report of the small portion of data set (honeybees), that bee maintains a safe distance (35mm) to avoid collision.
从大自然到无人飞行器--关于蜜蜂群落避免碰撞的研究
昆虫会进行各种与生存相关的活动,包括进食、交配和交流,这些活动经常受到先天冲动和环境信号的驱使。蚂蚁和蜜蜂等社会性昆虫表现出复杂的集体行为。它们在蚁群中执行组织严密的任务,包括防御、哺乳和觅食。为了分析任何生命体的行为,我们选择了蜜蜂(Apis Mellifera),并对其中一小部分进行了研究。我们拍摄了蜜蜂飞近蜂巢(人造蜂巢)的视频,当时蜂巢入口被暂时封住,形成了 "蜜蜂云"。我们探索了蜜蜂的飞行轨迹,并构建了 "蜜蜂云 "的三维视图。我们分析了蜜蜂的行为,尤其是它们的速度和距离。结果表明,闲逛的蜜蜂在转弯时完全协调,没有侧滑,因此它们之间没有发生碰撞,这启发我们提出一种避免无人驾驶飞行器碰撞的方法。本文给出了小部分数据集(蜜蜂)的集体行为信息和分析报告,蜜蜂保持安全距离(35 毫米)以避免碰撞。
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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