虚拟环境用于模拟操作员与无人机在封闭空间中潜在危险情况下的交互

S. Sergeev, Y. Bubeev, V. Usov, M. Mikhaylyuk, M. Knyazkov, A. Polyakov, A. Motienko, Alexandr Khomyakov
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摘要

人与机器人设备之间的有效交互旨在提供对复杂环境中出现的潜在危险情况的及时响应。一个例子是人类操作员使用无人驾驶飞行器(uav)来检查封闭空间。这些装置允许搜索和识别目标物体,帮助操作员识别潜在危险情况(pds)的迹象。同时,在一个封闭的(通常是杂乱的)空间中,为了控制新出现的情况,需要涉及基于人工智能技术、计算机视觉、3d可视化、局部定位和导航等的发达的空间定位手段。尽管在自主无人机控制方面取得了进展,但人类积极参与检测pds的迹象是维护受控场所内部环境安全的重要条件。在高度不确定性和数据不完整的情况下,人类的决策在很大程度上取决于提高其态势感知(活动的外部条件)和专业能力(活动的内部条件)的手段。为了形成它们,有必要开发构建无人机应用场景的方法和工具,为操作员提供虚拟活动环境中仿真模型的必要用户体验。本文研究了虚拟环境系统(VES)的开发,以实现与多旋翼机相关的封闭空间无人机应用场景,允许自主和手动控制。作为这项研究的结果,已经确定了用于检查封闭空间的无人机原型;四轴飞行器在各种pds场景下的应用前景已被展示;描述了确保无人机在封闭环境中使用的有前途的技术的组成;提出了利用原始虚拟机系统VirSim对无人机应用场景进行设计和三维可视化的方法。该方法对无人机在pds中的使用进行建模的优点是操作人员活动的多元场景,有助于积累人类与飞行机器人交互的用户体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Virtual environments for modeling the interaction of operators with UAVs in closed spaces in potentially dangerous situations
The effective interaction between humans and robotic devices is designed to provide a timely response to potentially dangerous situations arising in complex environments. One example is the use of Unmanned Aerial Vehicles (UAVs) by human operators to inspect enclosed spaces. These units allow the search and identification of target objects, helping a human operator identify signs of Potentially Dangerous Situations (PDSs). At the same time in a closed (and often cluttered) space to control the emerging situations it is necessary to involve developed means of conducting spatial orientation based on Artificial Intelligence Technology, Computer Vision, 3D-visualization, Local Positioning And Navigation, etc. Despite the progress made in autonomous UAVs control, active human participation in detecting signs of PDSs is an important condition for maintaining the security of the internal environment of controlled premises. Human decision-making in situations of high uncertainty and incomplete data largely depends on means to improve his Situational Awareness (external conditions of activity) and Professional Competencies (internal conditions of activity). To form them, it is necessary to develop methodology and tools for building UAVs application scenarios to give operators the necessary user experience on simulation models in the Virtual Environment of Activity. The paper investigated the development of the Virtual Environment Systems (VES) for the implementation of UAVs application scenarios in enclosed spaces in relation to multicopters that allow both autonomous and manual control. As a result of this research, prototypes of UAVs for inspection of enclosed spaces have been identified; the prospects of quadcopters use under various PDSs scenarios have been shown; the composition of promising technologies ensuring UAVs use in enclosed environments has been described; the method of design and 3D visualization of UAVs application scenarios using the original VES (named VirSim) has been proposed. The advantages of the proposed approach to modeling the use of UAVs in PDSs are the multivariate scenarios of operators' activities, which contributes to the accumulation of user experience of human interaction with flying robots.
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