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Visual Servoing of a Cable-Driven Soft Robot Manipulator With Shape Feature

机译:带有形状特征的电缆驱动软机械手的视觉伺服

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摘要

Soft continuum robot is of superiority in the applications in unstructured environments due to its high flexibility and safe interaction ability. Accurate shape control is regarded as one of the prerequisites to improve its practicability. Considering the situation where the 3D position signals are not available, this letter investigates the vision-based shape control scheme of a soft robot manipulator. The curvature features used to depict the reference image shape of the robot backbone curve are solved through nonlinear optimization with given constraints of two endpoints in pixel coordinates. Thereafter, an adaptive image-based visual servoing controller is designed to track the reference image shape features with an uncalibrated monocular camera. The proposed algorithm was tested on an eight-cable driving soft robot prototype and proved its validity in convergence to the desired image shape.
机译:由于其高灵活性和安全的交互能力,软连续式机器人在非结构化环境中的应用中的优势。精确的形状控制被认为是提高其实用性的先决条件之一。考虑到3D位置信号不可用的情况,这封信调查了软机械师的视觉形状控制方案。用于描绘机器人骨架曲线的参考图像形状的曲率特征通过非线性优化来解决,其在像素坐标中具有两个端点的给定约束。此后,设计自适应图像的视觉伺服控制器,用于跟踪具有未校准单眼相机的参考图像形状特征。在八个电缆驱动软机械原型上测试了所提出的算法,并在收敛到所需的图像形状中证明其有效性。

著录项

  • 来源
    《IEEE Robotics and Automation Letters》 |2021年第3期|4281-4288|共8页
  • 作者单位

    Shanghai Jiao Tong Univ Dept Automat Key Lab Marine Intelligent Equipment & Syst Inst Key Lab Syst Control & Informat Proc Minist Educ Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Dept Automat Key Lab Marine Intelligent Equipment & Syst Inst Key Lab Syst Control & Informat Proc Minist Educ Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Dept Automat Key Lab Marine Intelligent Equipment & Syst Inst Key Lab Syst Control & Informat Proc Minist Educ Shanghai 200240 Peoples R China;

    China Univ Min & Technol Sch Informat & Control Engn Xuzhou 221116 Jiangsu Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Modeling; control; and learning for soft robots; visual servoing;

    机译:造型;控制;和柔软机器人的学习;视觉伺服;

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