在泥泞地形上行驶的机器人在潮汐滩涂采集底泥样本

IF 0.8 Q4 ROBOTICS
Masatoshi Hatano, Manami Senzaki, Hidetoshi Kawasaki, Chiaki Takasu, Masaki Yamazaki, Yukiyoshi Hoshigami
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引用次数: 0

摘要

这项研究的目的是开发自动在滩涂上进行泥浆取样的机器人。由于海浪、风等原因,海滩和沙地上发生的侵蚀会向近海移动。此外,这些现象尚未得到澄清。因此,我们提出了一个数学模型来分析这些现象。然后,需要通过采集海底沉积物来确定模型中的参数。现在,底泥的采集是通过人力实现的。然而,滩涂表面都是淤泥,难以行走。本文提出了一种在潮滩上采集底泥的机器人。在泥泞的地形上行走时,机器人必须避开障碍物,如垃圾、浮木等。然后,使用 SSD(单枪多箱探测器)通过图像识别来检测物体。我们在实验室进行了基本实验,结果表明,所开发的机器人可以完成所需的基本任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Robots traveling on muddy terrain for sampling bottom sediment in tidal flats

Robots traveling on muddy terrain for sampling bottom sediment in tidal flats

The purpose of this research is to develop robots that perform mud sampling on tidal flats automatically. Erosions that occur on beaches and sands go away to offshore caused by waves, winds and so on. In addition, the phenomena have not been clarified. Thus, a mathematical model has been proposed to analyze the phenomena. Then, parameters in the model are required to be identified by collecting bottom sediments. Now, the collections of bottom sediments are achieved with manpower. However, surfaces of tidal flats are of mud and hard to walk on. In this paper, a robot for collecting bottom sediments on tidal flats is proposed. During traveling on muddy terrains, the robot has to avoid obstacles, i.e., wastes, driftwoods and so on. Then, the SSD (single shot multibox detector) was used to detect objects with image recognition. Fundamental experiments were performed in our laboratory and it was shown that the developed robot could perform the fundamental desired tasks.

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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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