Perceived mental workload and operator performance of dexterous manipulators under time delay with master-slave interfaces

Daniel J. Cannon, M. Siegel
{"title":"Perceived mental workload and operator performance of dexterous manipulators under time delay with master-slave interfaces","authors":"Daniel J. Cannon, M. Siegel","doi":"10.1109/CIVEMSA.2015.7158613","DOIUrl":null,"url":null,"abstract":"Robotic manipulators that use joystick interfaces for telemanipulation take time and effort to master and lack an intuitive basis for human robot interaction. These factors can hamper operator performance, increase cognitive workload, and limit overall user effectiveness on highly dexterous tasks. Master-slave interfaces (MSIs) used in the fields of animatronics, telesurgery, and hazardous materials handling are intuitive and improve operator performance, but are limited because they typically operate in a controlled environment and lack robustness. When Master Slave (MS) controllers use forcefeedback errors can accumulate and create instabilities due to the synchronous bilateral communication between the remote and local systems. Instability can be mitigated and errors reduced in these systems by separating the bilateral communication into a dual-unilateral (DU) asynchronous communication. This research focused on comparing and analyzing current MSI controllers with a new DU control method that reduces or eliminates MSI issues such as latency, error, and information loss while providing the user with accurate forcefeedback capability and transparency during operation. It used a simulation-based approach to determine which selected MSI controllers provide users with robust control of dexterous manipulators under time delay. Users performed a variety of dexterous force-feedback tasks with different controllers and the study measured objective task performance and completion time success along with cognitive workload related to user perceived task interaction and mental demands through subjective ratings on the NASA (National Aeronautics and Space Administration) Task Load Index (TLX). The research findings will help to develop MSI controllers designed to provide operators robust and intuitive interfaces for low-level control of dexterous manipulators.","PeriodicalId":348918,"journal":{"name":"2015 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIVEMSA.2015.7158613","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

Robotic manipulators that use joystick interfaces for telemanipulation take time and effort to master and lack an intuitive basis for human robot interaction. These factors can hamper operator performance, increase cognitive workload, and limit overall user effectiveness on highly dexterous tasks. Master-slave interfaces (MSIs) used in the fields of animatronics, telesurgery, and hazardous materials handling are intuitive and improve operator performance, but are limited because they typically operate in a controlled environment and lack robustness. When Master Slave (MS) controllers use forcefeedback errors can accumulate and create instabilities due to the synchronous bilateral communication between the remote and local systems. Instability can be mitigated and errors reduced in these systems by separating the bilateral communication into a dual-unilateral (DU) asynchronous communication. This research focused on comparing and analyzing current MSI controllers with a new DU control method that reduces or eliminates MSI issues such as latency, error, and information loss while providing the user with accurate forcefeedback capability and transparency during operation. It used a simulation-based approach to determine which selected MSI controllers provide users with robust control of dexterous manipulators under time delay. Users performed a variety of dexterous force-feedback tasks with different controllers and the study measured objective task performance and completion time success along with cognitive workload related to user perceived task interaction and mental demands through subjective ratings on the NASA (National Aeronautics and Space Administration) Task Load Index (TLX). The research findings will help to develop MSI controllers designed to provide operators robust and intuitive interfaces for low-level control of dexterous manipulators.
具有主从接口的延时灵巧机械臂感知心理负荷与操作者绩效
使用操纵杆接口进行远程操作的机器人操作器需要时间和精力来掌握,并且缺乏人机交互的直观基础。这些因素可能会阻碍操作员的工作表现,增加认知工作量,并限制用户在高度灵巧任务上的整体效率。在电子动画、远程外科手术和危险材料处理领域中使用的主从接口(msi)是直观的,可以提高操作员的性能,但由于它们通常在受控环境中操作并且缺乏鲁棒性,因此受到限制。当主从(MS)控制器使用力反馈时,由于远程和本地系统之间的同步双边通信,错误可能会累积并产生不稳定。通过将双边通信分离为双单边(DU)异步通信,可以减轻这些系统中的不稳定性并减少错误。本研究的重点是比较和分析当前的MSI控制器与一种新的DU控制方法,该方法减少或消除了MSI问题,如延迟、错误和信息丢失,同时为用户提供准确的力反馈能力和操作过程中的透明度。它使用基于仿真的方法来确定所选择的MSI控制器在时间延迟下为用户提供灵巧机械手的鲁棒控制。用户使用不同的控制器完成各种灵巧力反馈任务,本研究通过对美国国家航空航天局(NASA)任务负荷指数(TLX)的主观评分来测量客观任务绩效和完成时间成功以及与用户感知任务交互和心理需求相关的认知工作量。研究结果将有助于开发MSI控制器,为操作者提供鲁棒和直观的界面,用于灵巧机械臂的低级控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信