Mixed Reality Based Teleoperation Grasping Control

Dekun Zheng, Ting Wang, Gao Jian, Liang Li, Xiangjun Ji, Kurosh Madani
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Abstract

The traditional teleoperation means that the system sent a series of signal commands from the master while the slave manipulator received and realized desired control operations. For the purpose of implementing more dexterous and complex tasks, we proposed a novel framework with dual-hand master teleoperation systems under time varied delays. In this paper, we emphasized studying the bilateral grasping teleoperation control as the time delay caused a communication outage. Combing a wave-variable structure with a four-channel framework, an event-trigger-based bilateral sliding mode teleoperation control and an adaptive neural network are designed to effectively achieve master-slave trajectory tracking. In the virtual 3D environment, we created an mixed reality interface based on dual-hand master teleoperation control that effectively responded to the two Omni manipulators' position transformation of the virtual manipulator. The time delay between the real slave force feedback and the virtual interface is addressed by designed event-trigger-based control so as to efficiently reduce the impact of time communication outage. The system's stability is analyzed and robot experiments are performed. From the experimental results, the telepresence platform innovatively applied virtual force feedback to reveal the soft target grasping and to accurately estimate the interactive force, enabling sensorless force feedback control.
基于混合现实的远程操作抓取控制
传统的远程操作是指系统从主机械手发送一系列信号指令,而从机械手接收并实现所需的控制操作。为了实现更灵巧、更复杂的任务,我们提出了一种在时间变化延迟条件下的新型双手主遥控系统框架。在本文中,我们重点研究了由于时间延迟导致通信中断的双边抓取远程操作控制。将波变结构与四通道框架相结合,设计了基于事件触发的双边滑模远距操作控制和自适应神经网络,从而有效地实现了主从轨迹跟踪。在虚拟三维环境中,我们创建了一个基于双手主遥控的混合现实界面,该界面能有效响应两个 Omni 机械手对虚拟机械手的位置变换。通过设计基于事件触发的控制,解决了真实从属力反馈与虚拟界面之间的时间延迟问题,从而有效降低了时间通信中断的影响。分析了系统的稳定性,并进行了机器人实验。从实验结果来看,远程呈现平台创新性地应用了虚拟力反馈来揭示软目标抓取并准确估计交互力,实现了无传感器力反馈控制。
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