Human-robot shared control system based on 3D point cloud and teleoperation

被引:0
作者
ChenGuang Yang
Ying Zhang
GuanYi Zhao
Long Cheng
机构
[1] South China University of Technology,School of Automation Science and Engineering
[2] Chinese Academy of Sciences,Institute of Automation
来源
Science China Technological Sciences | 2023年 / 66卷
关键词
teleoperation; 3D point cloud; human-robot shared control; hybrid force/motion control;
D O I
暂无
中图分类号
学科分类号
摘要
Owing to the constraints of unstructured environments, it is difficult to ensure safe, accurate, and smooth completion of tasks using autonomous robots. Moreover, for small-batch and customized tasks, autonomous operation requires path planning for each task, thus reducing efficiency. We propose a human-robot shared control system based on a 3D point cloud and teleoperation for a robot to assist human operators in the performance of dangerous and cumbersome tasks. The system leverages the operator’s skills and experience to deal with emergencies and perform online error correction. In this framework, a depth camera acquires the 3D point cloud of the target object to automatically adjust the end-effector orientation. The operator controls the manipulator trajectory through a teleoperation device. The force exerted by the manipulator on the object is automatically adjusted by the robot, thus reducing the workload for the operator and improving the efficiency of task execution. In addition, hybrid force/motion control is used to decouple teleoperation from force control to ensure that force and position regulation will not interfere with each other. The proposed framework was validated using the ELITE robot to perform a force control scanning task.
引用
收藏
页码:2406 / 2414
页数:8
相关论文
共 83 条
  • [1] Yang C(2019)Haptics electromyography perception and learning enhanced intelligence for teleoperated robot IEEE Trans Automat Sci Eng 16 1512-1521
  • [2] Luo J(2018)Personalized variable gain control with tremor attenuation for robot teleoperation IEEE Trans Syst Man Cybern Syst 48 1759-1770
  • [3] Liu C(1993)Space teleoperation through time delay: Review and prognosis IEEE Trans Robot Automat 9 592-606
  • [4] Yang C(2012)A compact rotary series elastic actuator for human assistive systems IEEE ASME Trans Mechatron 17 288-297
  • [5] Luo J(1994)Telerobotics, automation and human supervisory control Automatica 30 1072-1073
  • [6] Pan Y(2015)Continuous role adaptation for human-robot shared control IEEE Trans Robot 31 672-681
  • [7] Sheridan T B(2020)Toward improving engagement in neural rehabilitation: Attention enhancement based on brain-computer interface and audiovisual feedback IEEE Trans Cogn Dev Syst 12 787-796
  • [8] Kong K(2020)Quantitative assessment of upper-limb motor function for post-stroke rehabilitation based on motor synergy analysis and multi-modality fusion IEEE Trans Neural Syst Rehabil Eng 28 943-952
  • [9] Bae J(2019)A greedy assist-as-needed controller for upper limb rehabilitation IEEE Trans Neural Netw Learn Syst 30 3433-3443
  • [10] Tomizuka M(2013)Robotic urban search and rescue: A survey from the control perspective J Intell Robot Syst 72 147-165