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首页> 外文期刊>International Journal of Optomechatronics >PRECISE 3D POSITIONING OF A ROBOTIC ARM USING A SINGLE CAMERA AND A FLAT MIRROR
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PRECISE 3D POSITIONING OF A ROBOTIC ARM USING A SINGLE CAMERA AND A FLAT MIRROR

机译:使用单相机和平视镜对机器人手臂进行精确的3D定位

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摘要

A novel visual servoing structure is presented for robot positioning under an eye-to-hand camera configuration using panoramic vision. The proposed algorithm is based upon Image-Based Visual Servoing (IBVS) and uses only one fixed camera in conjunction with a stationary flat mirror. A single landmark mounted on the robot's end-effector along with its mirror reflection provide enough information for 3D reasoning based on a 2D image when viewed by a camera. The equations describing the relationship between the velocity of the coordinate frame attached to the robot's end-effector and rate of change in image features called the image Jacobian are presented. A novel set of image features that yields a rank-efficient image Jacobian is introduced. The Visual servoing based on an online estimation of the image Jacobian using a Kalman Filter (KF) is also presented Simulated and experimental results illustrate the robustness of the proposed visual servoing structure. Sensitivity tests and analysis conducted through numerous experimentations show promising results.
机译:提出了一种新颖的视觉伺服结构,用于在机器人使用全景视觉的手动摄像头配置下进行定位。所提出的算法基于基于图像的视觉伺服(IBVS),并且仅使用一个固定相机与固定平面镜结合使用。安装在机器人末端执行器上的单个地标以及其镜面反射为摄像机提供了基于2D图像进行3D推理的足够信息。提出了描述方程的描述方程,该方程描述了附着在机器人末端执行器上的坐标系的速度与称为图像雅可比矩阵的图像特征的变化率之间的关系。介绍了一组新颖的图像特征,这些图像特征可产生等级有效的图像雅可比行列式。还提出了基于卡尔文滤波器(KF)在线估计图像雅可比矩阵的视觉伺服,并且实验结果说明了所提出视觉伺服结构的鲁棒性。通过大量实验进行的敏感性测试和分析显示出令人鼓舞的结果。

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