用于远程机器人系统的沉浸式空间一致性多模态增强虚拟人机界面

IF 8.2 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Rebecca Schwenk, Shana Smith
{"title":"用于远程机器人系统的沉浸式空间一致性多模态增强虚拟人机界面","authors":"Rebecca Schwenk,&nbsp;Shana Smith","doi":"10.1016/j.compind.2025.104260","DOIUrl":null,"url":null,"abstract":"<div><div>This study presents an immersive augmented virtuality (AV)-based human-machine interface (HMI) designed to enhance telepresence and operator performance in telerobotic systems. Traditional telerobotic systems often face limitations such as 2D representations of 3D environments, restricted fields of view, and reduced depth perception, all of which hinder operator effectiveness. Although extended reality and various augmentation technologies have been employed to create more intuitive teleoperations, prior research has largely overlooked the integration of spatially consistent video streams from remote sites, which significantly increases operators' mental workload. As a result, these systems struggled to manage dynamic changes at the remote site and lacked sufficient environmental context and an unlimited field of view for operators. This study addresses these limitations by augmenting the virtual replica of the remote environment with a real-time, spatially consistent video stream within the AV-based HMI, enabling operators to better understand dynamic changes at the remote site and enhancing both situational awareness and control precision during teleoperations. Additionally, 3D point clouds and haptic feedback are integrated to create a multi-modal interface that further improves operator perception and interaction with the remote environment. A user study comparing the immersive AV-based HMI with a multi-monocular HMI demonstrated significant improvements in task workload, system usability, spatial presence, and task completion times. Participant feedback further confirmed the system’s ability to improve operator performance.</div></div>","PeriodicalId":55219,"journal":{"name":"Computers in Industry","volume":"167 ","pages":"Article 104260"},"PeriodicalIF":8.2000,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An immersive spatially consistent multi-modal augmented virtuality human-machine interface for telerobotic systems\",\"authors\":\"Rebecca Schwenk,&nbsp;Shana Smith\",\"doi\":\"10.1016/j.compind.2025.104260\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study presents an immersive augmented virtuality (AV)-based human-machine interface (HMI) designed to enhance telepresence and operator performance in telerobotic systems. Traditional telerobotic systems often face limitations such as 2D representations of 3D environments, restricted fields of view, and reduced depth perception, all of which hinder operator effectiveness. Although extended reality and various augmentation technologies have been employed to create more intuitive teleoperations, prior research has largely overlooked the integration of spatially consistent video streams from remote sites, which significantly increases operators' mental workload. As a result, these systems struggled to manage dynamic changes at the remote site and lacked sufficient environmental context and an unlimited field of view for operators. This study addresses these limitations by augmenting the virtual replica of the remote environment with a real-time, spatially consistent video stream within the AV-based HMI, enabling operators to better understand dynamic changes at the remote site and enhancing both situational awareness and control precision during teleoperations. Additionally, 3D point clouds and haptic feedback are integrated to create a multi-modal interface that further improves operator perception and interaction with the remote environment. A user study comparing the immersive AV-based HMI with a multi-monocular HMI demonstrated significant improvements in task workload, system usability, spatial presence, and task completion times. Participant feedback further confirmed the system’s ability to improve operator performance.</div></div>\",\"PeriodicalId\":55219,\"journal\":{\"name\":\"Computers in Industry\",\"volume\":\"167 \",\"pages\":\"Article 104260\"},\"PeriodicalIF\":8.2000,\"publicationDate\":\"2025-02-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers in Industry\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0166361525000259\",\"RegionNum\":1,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers in Industry","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0166361525000259","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

摘要

本研究提出了一种基于沉浸式增强虚拟(AV)的人机界面(HMI),旨在增强远程机器人系统中的远程呈现和操作员性能。传统的远程机器人系统经常面临诸如3D环境的2D表示、受限的视野和深度感知降低等限制,所有这些都阻碍了操作员的效率。尽管扩展现实和各种增强技术已被用于创建更直观的远程操作,但先前的研究在很大程度上忽视了来自远程站点的空间一致视频流的集成,这大大增加了操作员的心理工作量。因此,这些系统很难管理远程现场的动态变化,并且缺乏足够的环境背景和操作人员的无限视野。本研究通过在基于av的HMI中使用实时、空间一致的视频流来增强远程环境的虚拟副本,从而解决了这些限制,使操作员能够更好地了解远程站点的动态变化,并提高远程操作期间的态势感知和控制精度。此外,3D点云和触觉反馈集成在一起,创建了一个多模态界面,进一步改善了操作员的感知和与远程环境的交互。一项用户研究将沉浸式基于av的HMI与多单目HMI进行了比较,结果表明,在任务工作量、系统可用性、空间存在和任务完成时间方面都有显著改善。参与者的反馈进一步证实了该系统提高作业者绩效的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An immersive spatially consistent multi-modal augmented virtuality human-machine interface for telerobotic systems
This study presents an immersive augmented virtuality (AV)-based human-machine interface (HMI) designed to enhance telepresence and operator performance in telerobotic systems. Traditional telerobotic systems often face limitations such as 2D representations of 3D environments, restricted fields of view, and reduced depth perception, all of which hinder operator effectiveness. Although extended reality and various augmentation technologies have been employed to create more intuitive teleoperations, prior research has largely overlooked the integration of spatially consistent video streams from remote sites, which significantly increases operators' mental workload. As a result, these systems struggled to manage dynamic changes at the remote site and lacked sufficient environmental context and an unlimited field of view for operators. This study addresses these limitations by augmenting the virtual replica of the remote environment with a real-time, spatially consistent video stream within the AV-based HMI, enabling operators to better understand dynamic changes at the remote site and enhancing both situational awareness and control precision during teleoperations. Additionally, 3D point clouds and haptic feedback are integrated to create a multi-modal interface that further improves operator perception and interaction with the remote environment. A user study comparing the immersive AV-based HMI with a multi-monocular HMI demonstrated significant improvements in task workload, system usability, spatial presence, and task completion times. Participant feedback further confirmed the system’s ability to improve operator performance.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Computers in Industry
Computers in Industry 工程技术-计算机:跨学科应用
CiteScore
18.90
自引率
8.00%
发文量
152
审稿时长
22 days
期刊介绍: The objective of Computers in Industry is to present original, high-quality, application-oriented research papers that: • Illuminate emerging trends and possibilities in the utilization of Information and Communication Technology in industry; • Establish connections or integrations across various technology domains within the expansive realm of computer applications for industry; • Foster connections or integrations across diverse application areas of ICT in industry.
×
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:481959085
Book学术官方微信