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Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial Intelligence and Future Applications最新文献

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Assistive VR platform design for Telemanipulation at the Super Fragment Separator Facility 超级碎片分离装置远程操作辅助虚拟现实平台设计
Angelo Compierchio, Phillip Tretten, S. Oyelere, C. Karagiannis
An assisted remote manipulation (ArM) platform has been defined for the Super FragmentSeparator (Super-FRS) main tunnel and hot cell at the High Energy Physics (HEP) Facilityof Anti-proton and Ion Research (FAIR). The designed platform positioned within a VirtualReality (VR) based framework ensures dynamic collaboration and effective humaninteraction to assist with Remote Handling (RH) operations. To visually stimulate operatorassisted intervention in harsh environments, enhanced interaction based on syntheticvision has been adapted with simultaneous localization and mapping (SLAM) techniquesinterlinked with virtual layers representing a three dimensional manipulation of RHmaintenance tasks. The proposed platform also included a sequence mapping toolevaluated with RH task variables specific to the sequence space analyses of pathplanning, motion check, and collision detection performed in both real and virtual RH taskenvironments. Further assistance was envisaged from multimodal feedback categoriesthrough force feedback, in this case, a backpropagation algorithm was tailored to define aforce limit and to send feedback signals to the operator every time the actual patternexceeded the desired output pattern. Overall, the ArM platform ensures the application ofbest engineering practices to RH needs as a basis to maximize information gathering andsharing driven by continuous improvement initiatives.
为反质子离子研究高能物理(HEP)设施(FAIR)的超级碎片分离器(Super- frs)主通道和热室定义了辅助远程操作(ArM)平台。该设计平台位于基于虚拟现实(VR)的框架内,确保动态协作和有效的人机交互,以协助远程处理(RH)操作。为了在恶劣环境中视觉上刺激操作员辅助干预,基于综合视觉的增强交互已与同步定位和映射(SLAM)技术相适应,该技术与代表RHmaintenance任务的三维操作的虚拟层相互关联。该平台还包括一个序列映射工具,该工具使用特定于在真实和虚拟RH任务环境中执行的路径规划、运动检查和碰撞检测的序列空间分析的RH任务变量进行评估。通过力反馈,设想了多模态反馈类别的进一步帮助,在这种情况下,反向传播算法被定制为定义力限制,并在每次实际模式超过期望的输出模式时向操作员发送反馈信号。总体而言,ArM平台确保将最佳工程实践应用于RH需求,作为在持续改进计划的推动下最大化信息收集和共享的基础。
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Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial Intelligence and Future Applications
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