Multi-sensor based planning and control for robotic manufacturing systems

Zhenyu Yu, B. Ghosh, N. Xi, T. Tarn
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引用次数: 7

Abstract

A multi-sensor based planning and control scheme for robotic manufacturing is presented in this paper. The proposed approach fuses sensory information from various sensors at different temporal and spatial scales in an event-based planning and control scheme. By combining the measurement of an encoder sensor, relative spatial information obtained from processing of visual measurement is mapped to the absolute task-space of the robot, delayed data obtained from a displacement based vision algorithm that represent absolute part position measurement is brought to up to date. A four-step approach to planning and control of a robotic manipulator is discussed. An event-driven tracking and control scheme that is based on multi-sensor information is given. The approach is illustrated by considering a manufacturing workcell where the manipulator is commanded to pick up a part on a disc conveyor under the guidance of computer vision.
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基于多传感器的机器人制造系统规划与控制
提出了一种基于多传感器的机器人制造规划与控制方案。该方法将不同时间和空间尺度的传感器信息融合到基于事件的规划和控制方案中。通过结合编码器传感器的测量,将视觉测量处理得到的相对空间信息映射到机器人的绝对任务空间,将基于位移的视觉算法得到的代表绝对零件位置测量的延迟数据更新到最新。讨论了机器人机械臂规划与控制的四步法。提出了一种基于多传感器信息的事件驱动跟踪控制方案。该方法通过考虑一个制造工作单元来说明,其中机械手在计算机视觉的指导下被命令拾取圆盘输送机上的零件。
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