基于视觉的双臂协作机器人控制策略研究

Bing-Yan Wei Bing-Yan Wei, Qian-Han Zhang Bing-Yan Wei, Xiao-Ying Wu Qian-Han Zhang
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引用次数: 0

摘要

由于双臂机器人具有更高的工作效率和更好的灵活性,因此越来越多地应用于自动化生产中。本文重点研究基于视觉识别的机器人在自动化生产线中的应用。首先,对视觉系统进行了改进和图像标注,使其能更准确地识别目标。然后,对双臂的协调运动进行路径规划。通过双臂无约束协同规划方法,提高了路径规划的效率和鲁棒性。最后,实验模拟验证了视觉辅助条件的有效性。双臂规划方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Control Strategy of Two Arm Collaborative Robot Based on Vision
Double arm robots are increasingly being used in automated production due to their higher work efficiency and better flexibility. This article focuses on the research of visual recognition based robots applied in automated production lines. Firstly, the visual system has been improved and image labeled to make it more accurate in identifying targets. Then, path planning has been carried out for the coordinated movement of both arms. Through the unconstrained collaborative planning method of both arms, the efficiency and robustness of path planning have been improved. Finally, experimental simulation has been conducted to verify the effectiveness of visual assistance conditions. The effectiveness of the dual arm planning method.
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