A visual-based shared control architecture for remote telemanipulation

Firas Abi-Farraj, Nicolò Pedemonte, P. Giordano
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引用次数: 44

Abstract

Cleaning up the past half century of nuclear waste represents the largest environmental remediation project in the whole Europe. Nuclear waste must be sorted, segregated and stored according to its radiation level in order to optimize maintenance costs. The objective of this work is to develop a shared control framework for remote manipulation of objects using visual information. In the presented scenario, the human operator must control a system composed of two robotic arms, one equipped with a gripper and the other one with a camera. In order to facilitate the operator's task, a subset of the gripper motion are assumed to be regulated by an autonomous algorithm exploiting the camera view of the scene. At the same time, the operator has control over the remaining null-space motions w.r.t. the primary (autonomous) task by acting on a force feedback device. A novel force feedback algorithm is also proposed with the aim of informing the user about possible constraints of the robotic system such as, for instance, joint limits. Human/hardware-in-the-loop experiments with simulated slave robots and a real master device are finally reported for demonstrating the feasibility and effectiveness of the approach.
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一种基于可视化的远程操作共享控制体系结构
清理过去半个世纪的核废料是整个欧洲最大的环境修复项目。核废料必须根据其辐射水平进行分类、分离和储存,以优化维护成本。这项工作的目标是开发一个共享的控制框架,用于使用视觉信息远程操作对象。在这个场景中,人类操作者必须控制一个由两个机械臂组成的系统,一个配有抓手,另一个配有摄像头。为了便于操作人员的任务,假设抓手运动的一个子集由利用场景的相机视图的自治算法来调节。与此同时,操作员可以通过作用于力反馈装置来控制主要(自主)任务之外的剩余零空间运动。提出了一种新的力反馈算法,目的是告知用户机器人系统可能存在的约束,例如关节限制。最后用模拟的从机器人和真实的主设备进行了人/硬件在环实验,以证明该方法的可行性和有效性。
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