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作 者:WANG Zheng XU Hui LU Na TAO Wei CHEN Guodong CHI Wenzheng SUN Lining 王正;许辉;吕娜;陶卫;陈国栋;迟文正;孙立宁(Department of Gerontology,Shanghai Jiao Tong University Affiliated Sixth People’s Hospital,Shanghai 200233,China;School of Mechanical and Electrical Engineering/Jiangsu Provincial Key Laboratory of Advanced Robotics/Collaborative Innovation Center of Suzhou Nano Science and Technology,Soochow University,Suzhou 215123,Jiangsu,China;Department of Instrument Science and Engineering,Shanghai Jiao Tong University,Shanghai 200240,China)
机构地区:[1]Department of Gerontology,Shanghai Jiao Tong University Affiliated Sixth People’s Hospital,Shanghai 200233,China [2]School of Mechanical and Electrical Engineering/Jiangsu Provincial Key Laboratory of Advanced Robotics/Collaborative Innovation Center of Suzhou Nano Science and Technology,Soochow University,Suzhou 215123,Jiangsu,China [3]Department of Instrument Science and Engineering,Shanghai Jiao Tong University,Shanghai 200240,China
出 处:《Journal of Shanghai Jiaotong university(Science)》2022年第1期24-35,共12页上海交通大学学报(英文版)
基 金:the Interdisciplinary Program of Shanghai Jiao Tong University(No.YG2019QNA25)。
摘 要:For safety reasons,in the automated dispensing medicines process,robots and humans cooperate to accomplish the task of drug sorting and distribution.In this dynamic unstructured environment,such as a humanrobot collaboration scenario,the safety of human,robot,and equipment in the environment is paramount.In this work,a practical and effective robot motion planning method is proposed for dynamic unstructured environments.To figure out the problems of blind zones of single depth sensor and dynamic obstacle avoidance,we first propose a method for establishing offline mapping and online fusion of multi-sensor depth images and 3D grids of the robot workspace,which is used to determine the occupation states of the 3D grids occluded by robots and obstacles and to conduct real-time estimation of the minimum distance between the robot and obstacles.Then,based on the reactive control method,the attractive and repulsive forces are calculated and transformed into robot joint velocities to avoid obstacles in real time.Finally,the robot’s dynamic obstacle avoidance ability is evaluated on an experimental platform with a UR5 robot and two KinectV2 RGB-D sensors,and the effectiveness of the proposed method is verified.
关 键 词:automated dispensing medicines dynamic unstructured environment human-robot collaboration dynamic obstacle avoidance multi-sensor depth images 3D grids reactive control method
分 类 号:TP242.3[自动化与计算机技术—检测技术与自动化装置] TP391[自动化与计算机技术—控制科学与工程]
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