An experimental evaluation of robot-stopping approaches for improving fluency in collaborative robotics

IF 1.9 4区 计算机科学 Q3 ROBOTICS Robotica Pub Date : 2024-03-15 DOI:10.1017/s0263574724000262
Lorenzo Scalera, Federico Lozer, Andrea Giusti, Alessandro Gasparetto
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Abstract

This paper explores and experimentally compares the effectiveness of robot-stopping approaches based on the speed and separation monitoring for improving fluency in collaborative robotics. In the compared approaches, a supervisory controller checks the distance between the bounding volumes enclosing human operator and robot and prevents potential collisions by determining the robot’s stop time and triggering a stop trajectory if necessary. The methods are tested on a Franka Emika robot with 7 degrees of freedom, involving 27 volunteer participants, who are asked to walk along assigned paths to cyclically intrude the robot workspace, while the manipulator is working. The experimental results show that scaling online the dynamic safety zones is beneficial for improving fluency of human-robot collaboration, showing significant statistical differences with respect to alternative approaches.
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对机器人停止方法的实验评估,以提高协作机器人技术的流畅性
本文探讨并通过实验比较了基于速度和分离监控的机器人停止方法的有效性,以提高协作机器人技术的流畅性。在所比较的方法中,监督控制器会检查人类操作员和机器人所包围的边界体之间的距离,并通过确定机器人的停止时间和在必要时触发停止轨迹来防止潜在的碰撞。这些方法在具有 7 个自由度的 Franka Emika 机器人上进行了测试,有 27 名志愿者参与,要求他们在机械手工作时沿着指定路径行走,循环侵入机器人工作区。实验结果表明,在线扩展动态安全区有利于提高人机协作的流畅性,与其他方法相比,显示出显著的统计差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Robotica
Robotica 工程技术-机器人学
CiteScore
4.50
自引率
22.20%
发文量
181
审稿时长
9.9 months
期刊介绍: Robotica is a forum for the multidisciplinary subject of robotics and encourages developments, applications and research in this important field of automation and robotics with regard to industry, health, education and economic and social aspects of relevance. Coverage includes activities in hostile environments, applications in the service and manufacturing industries, biological robotics, dynamics and kinematics involved in robot design and uses, on-line robots, robot task planning, rehabilitation robotics, sensory perception, software in the widest sense, particularly in respect of programming languages and links with CAD/CAM systems, telerobotics and various other areas. In addition, interest is focused on various Artificial Intelligence topics of theoretical and practical interest.
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