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Autonomous flight of a 20-gram Flapping Wing MAV with a 4-gram onboard stereo vision system

机译:具有4克机载立体视觉系统的20克拍击翼MAV的自动飞行

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Autonomous flight of Flapping Wing Micro Air Vehicles (FWMAVs) is a major challenge in the field of robotics, due to their light weight and the flapping-induced body motions. In this article, we present the first FWMAV with onboard vision processing for autonomous flight in generic environments. In particular, we introduce the DelFly ‘Explorer’, a 20-gram FWMAV equipped with a 0.98-gram autopilot and a 4.0-gram onboard stereo vision system. We explain the design choices that permit carrying the extended payload, while retaining the DelFly's hover capabilities. In addition, we introduce a novel stereo vision algorithm, LongSeq, designed specifically to cope with the flapping motion and the desire to attain a computational effort tuned to the frame rate. The onboard stereo vision system is illustrated in the context of an obstacle avoidance task in an environment with sparse obstacles.
机译:拍打翼微型飞行器(FWMAV)的自主飞行是机器人领域的主要挑战,这是因为它们的重量轻以及拍打引起的身体运动。在本文中,我们展示了首款具有机载视觉处理功能的FWMAV,可在一般环境中进行自动飞行。我们特别介绍了DelFly的“ Explorer”,这是一款20克的FWMAV,配备0.98克的自动驾驶仪和4.0克的机载立体视觉系统。我们将说明允许保留扩展的有效载荷,同时保留DelFly的悬停功能的设计选择。此外,我们介绍了一种新颖的立体视觉算法LongSeq,该算法专门设计用于应对拍打运动和获得调整到帧频的计算工作量的需求。在具有稀疏障碍物的环境中,在避障任务的背景下说明了车载立体视觉系统。

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