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A Bio-inspired Collision Detector for Small Quadcopter

机译:小型四轴飞行器的生物碰撞检测仪

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The sense and avoid capability enables insects to fly versatilely and robustly in dynamic and complex environment. Their biological principles are so practical and efficient that inspired we human imitating them in our flying machines. In this paper, we studied a novel bio-inspired collision detector and its application on a quadcopter. The detector is inspired from Lobula giant movement detector (LGMD) neurons in the locusts, and modeled into an STM32F407 Microcontroller Unit (MCU). Compared to other collision detecting methods applied on quadcopters, we focused on enhancing the collision accuracy in a bio-inspired way that can considerably increase the computing efficiency during an obstacle detecting task even in complex and dynamic environment. We designed the quadcopter's responding operation to imminent collisions and tested this bio-inspired system in an indoor arena. The observed results from the experiments demonstrated that the LGMD collision detector is feasible to work as a vision module for the quadcopter's collision avoidance task.
机译:感觉和避免能力使昆虫能够在动态和复杂的环境中进行多才多姿且鲁棒地飞行。他们的生物学原则是如此实用,有效地激发了我们在我们的飞行机器中模仿它们的人。在本文中,我们研究了一种新的生物启发碰撞探测器及其在Quadcopter上的应用。检测器的灵感来自蝗虫中的叶片巨型运动检测器(LGMD)神经元,并建模到STM32F407微控制器单元(MCU)中。与在Quadcopters上应用的其他碰撞检测方法相比,我们专注于以生物启发方式增强碰撞精度,即使在复杂和动态环境中也可以在障碍物检测任务期间大大提高计算效率。我们设计了Quadcopter对即将发生的碰撞的响应操作,并在室内竞技场中测试了这种生物启发系统。来自实验的观察结果表明,LGMD碰撞探测器是可行的,可以作为Quadcopter碰撞避免任务的视觉模块。

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