感知和行动增强技术为自由形态远程操纵提供远程操作辅助

IF 4.2 Q2 ROBOTICS
Tsung-Chi Lin, Achyuthan Unni Krishnan, Zhi Li
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引用次数: 1

摘要

远程操作能够远程控制复杂的机器人系统,提供远距离传授人类专业知识的能力。然而,这些界面使用起来可能很复杂,因为很难从有限的摄像头反馈中了解工作区中机器人运动的上下文信息。因此,需要研究向操作员提供帮助的最佳方式,以降低界面的复杂性和远程操作所需的工作量。在自由远程操作时为操作员提供帮助的一些技术包括1)感知增强,如增强现实视觉提示和额外的摄像机角度,增加操作员可用的信息;2)行动增强,如辅助自主和控制增强,通过优化减少操作员在远程操作时所需的工作量。在本文中,我们研究了:1)灵巧远程操纵的哪些方面需要辅助;2)感知和动作增强对提高远程操作性能的影响;3)哪些因素会影响辅助的使用,以及如何根据操作员的需求和特点定制这些界面。这项用户研究和研究后调查的结果将有助于确定基于任务和用户偏好的远程操作辅助感知和增强功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perception and Action Augmentation for Teleoperation Assistance in Freeform Tele-manipulation
Teleoperation enables controlling complex robot systems remotely, providing the ability to impart human expertise from a distance. However, these interfaces can be complicated to use as it is difficult to contextualize information about robot motion in the workspace from the limited camera feedback. Thus, it is required to study the best manner in which assistance can be provided to the operator that reduces interface complexity and effort required for teleoperation. Some techniques that provide assistance to the operator while freeform teleoperating include: 1) perception augmentation, like augmented reality visual cues and additional camera angles, increasing the information available to the operator; 2) action augmentation, like assistive autonomy and control augmentation, optimized to reduce the effort required by the operator while teleoperating. In this paper we investigate: 1) which aspects of dexterous tele-manipulation require assistance; 2) the impact of perception and action augmentation in improving teleoperation performance; 3) what factors impact the usage of assistance and how to tailor these interfaces based on the operators’ needs and characteristics. The findings from this user study and resulting post-study surveys will help identify task based and user preferred perception and augmentation features for teleoperation assistance.
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来源期刊
ACM Transactions on Human-Robot Interaction
ACM Transactions on Human-Robot Interaction Computer Science-Artificial Intelligence
CiteScore
7.70
自引率
5.90%
发文量
65
期刊介绍: ACM Transactions on Human-Robot Interaction (THRI) is a prestigious Gold Open Access journal that aspires to lead the field of human-robot interaction as a top-tier, peer-reviewed, interdisciplinary publication. The journal prioritizes articles that significantly contribute to the current state of the art, enhance overall knowledge, have a broad appeal, and are accessible to a diverse audience. Submissions are expected to meet a high scholarly standard, and authors are encouraged to ensure their research is well-presented, advancing the understanding of human-robot interaction, adding cutting-edge or general insights to the field, or challenging current perspectives in this research domain. THRI warmly invites well-crafted paper submissions from a variety of disciplines, encompassing robotics, computer science, engineering, design, and the behavioral and social sciences. The scholarly articles published in THRI may cover a range of topics such as the nature of human interactions with robots and robotic technologies, methods to enhance or enable novel forms of interaction, and the societal or organizational impacts of these interactions. The editorial team is also keen on receiving proposals for special issues that focus on specific technical challenges or that apply human-robot interaction research to further areas like social computing, consumer behavior, health, and education.
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