Towards flapping wing robot visual perception: Opportunities and challenges

A. G. Eguíluz, J. P. Rodríguez-Gómez, J. Paneque, P. Grau, J.R. Martínez de Dios, A. Ollero
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引用次数: 14

Abstract

The development of perception systems for bio-inspired flapping wing robots, or ornithopters, is very challenging due to their fast flying maneuvers and the high amount of vibrations and motion blur originated by the wing flapping. Visual sensors have been widely used in aerial robot perception due to their size, weight, and energy consumption capabilities. This paper analyzes the issues and challenges for vision sensors onboard ornithopter robots. Two visual sensors are evaluated: a monocular camera and an event-based camera. First, the pros and cons of integrating different sensors on flapping wing robots are studied. Second, the paper experimentally evaluates the impact of wing flapping frequency on both sensors using experiments with the ornithopter developed in the EU-funded GRIFFIN ERC project.
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扑翼机器人视觉感知:机遇与挑战
仿生扑翼机器人或扑翼机的感知系统的开发非常具有挑战性,因为它们的快速飞行机动和由扑翼引起的大量振动和运动模糊。视觉传感器由于其体积、重量和能量消耗能力,在空中机器人感知中得到了广泛的应用。分析了扑翼机器人视觉传感器存在的问题和面临的挑战。评估了两种视觉传感器:单目相机和基于事件的相机。首先,对扑翼机器人集成不同传感器的优缺点进行了研究。其次,本文利用欧盟资助的GRIFFIN ERC项目开发的扑翼机进行实验,实验评估了扑翼频率对两个传感器的影响。
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