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3D-point-cloud registration and real-world dynamic modelling-based virtual environment building method for teleoperation

机译:基于3d点云注册和真实世界动态建模的远程操作虚拟环境构建方法

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摘要

It is a challenging task for a human operator to manipulate a robot from a remote distance, especially in an unknown environment. Excellent teleoperation provides the human operator with a sense of telepresence, mainly including real-world vision, haptic perception, etc. This paper presents a novel virtual environment building method using the red-green-blue (RGB) colour information, the surface normal feature-based 3D-point-cloud registration method and the weighted sliding-average least-square-method-based real-world dynamic modelling for teleoperation. The experiments prove the method to be an accurate and effective means of teleoperation.
机译:对于人类操作员而言,从远处操纵机器人是一项艰巨的任务,尤其是在未知的环境中。出色的远程操作为操作员提供了临场感,主要包括真实世界的视觉,触觉感知等。本文提出了一种利用红绿蓝(RGB)颜色信息,表面法线特征的新型虚拟环境构建方法。远程操作的基于3D点云的配准方法和基于加权平均最小二乘方法的真实世界动态建模。实验证明该方法是一种准确,有效的遥信手段。

著录项

  • 来源
    《Robotica》 |2017年第10期|1958-1974|共17页
  • 作者单位

    Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China;

    Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China;

    Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China;

    Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China;

    Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China;

    Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Teleoperation; Virtual environment; 3D point cloud; Dynamic modelling;

    机译:遥操作;虚拟环境;3D点云;动态建模;

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