A Localization Method for Manta Robots Using an Optical Flow Technique

M. Ikeda, Kota Mikurya, Keigo Watanabe, I. Nagai
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引用次数: 0

Abstract

—In order for an underwater robot to investigate an investigation environment everywhere, it needs to grasp an own position. However, since underwater is the environment where an electric wave does not arrive, it cannot acquire position information from GPS (Global Positioning System) etc. Moreover, small AUVs like the Manta robot are difficult to use a large-sized sensor for ships. Therefore, in this research, we build a localization technique suitable for small AUVs like the Manta robot. It discusses about the optical flow technique suitable for the Manta robot, and verifies about the influence of change of the height from a camera to an object. Furthermore, after pointing out that the pitch movement of the Manta robot influences the detection of an optical flow greatly, in this paper, an oscillatory motion that is similar to the pitch movement of the Manta robot is artificially given to an optical flow, and we discuss about its influence.
基于光流技术的蝠鲼机器人定位方法
为了让水下机器人在任何地方进行调查,它需要掌握自己的位置。然而,由于水下是电波无法到达的环境,因此无法从GPS(全球定位系统)等获取位置信息。此外,像蝠鲼机器人这样的小型auv很难在船舶上使用大尺寸的传感器。因此,在本研究中,我们构建了一种适用于像蝠鲼机器人这样的小型auv的定位技术。讨论了适用于蝠鲼机器人的光流技术,并验证了相机到物体高度变化对光流技术的影响。在指出了蝠鲼机器人的俯距运动对光流检测的影响较大的基础上,人为地给光流注入了与蝠鲼机器人俯距运动相似的振荡运动,并对其影响进行了讨论。
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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