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Precise industrial robot positioning and path-tracking over large surfaces using non-calibrated vision

机译:使用未校准的视觉在大型表面上精确地定位工业机器人并进行路径跟踪

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This paper presents a methodology for precise robot positioning and path tracking, performed by industrial robots over large surfaces of arbitrary size, shape and orientation. The methodology is based on a vision-based, calibration-free robot control method known as camera-space manipulation. The path, defined and stored in a CAD file, is later adapted to the curved, work-surface by using a mapping procedure. When applied to large surfaces, the precision of the positioning and path-tracking maneuvers depends on several factors like the resolution of the cameras per unit physical space and the mapping procedure, which may introduce distortion specially in the case of non-developable surfaces. In order to reduce the influence of camera-resolution, this paper presents two alternatives: the use of multiple cameras and the application of cameras mounted over non-expensive, sensorless pan/tilt units. In the case of the distortion produced by the mapping procedure, the paper discusses several options like a modified geodesic mapping and virtual projection. The proposed techniques were tested multiple times over flat and deformed surfaces, by using a large work-envelope, industrial robot.
机译:本文提出了一种精确的机器人定位和路径跟踪方法,该方法由工业机器人在任意大小,形状和方向的大表面上执行。该方法基于一种基于视觉的,无需校准的机器人控制方法,称为相机空间操纵。定义并存储在CAD文件中的路径随后通过使用映射过程适应弯曲的工作表面。当应用于大表面时,定位和路径跟踪操作的精度取决于多个因素,例如每单位物理空间的摄像机分辨率和映射过程,这在不可显影的表面尤其会引起变形。为了减少摄像机分辨率的影响,本文提出了两种选择:使用多个摄像机以及将摄像机安装在非昂贵的无传感器云台上。在制图过程中产生失真的情况下,本文讨论了几种选择,例如修改后的测地线映射和虚拟投影。通过使用大型工作信封工业机器人,在平坦和变形的表面上对提出的技术进行了多次测试。

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