An augmented-reality-assisted immersive system for robotic arms teleoperation

C. Loconsole, D. Leonardis, A. Frisoli
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Abstract

In recent years Virtual Reality (VR) and Augmented Reality (AR) Head-Mounted Displays (HMDs) have been used to provide an immersive, first-person view in real-time in robotic teleoperation applications.However, there are two main critical issues in robotic teleoperation for remote manipulation and real-world interaction: firstly, it is challenging to correctly perceive the distance and the dimensions during fine manipulation tasks; secondly, latency in video streaming can affect the immersive experience of the operator. To address these issues, in this paper we propose a novel system that allows the operator to immersively teleoperate robotic arms using his/her hand motion and gesture.More in detail, the operator wears a HMD equipped with hand tracking and head orientation estimation technologies. The hand tracking and gesture recognition are used by the operator to generate control commands for remote robotic arms, whereas the head orientation angles are used to control the orientation of a remote robotic base on which is installed a RGB-Depth (RGB-D) camera. The latter allows the operator an improved immersive experience since he/she can freely rotate his/her head resulting in a corresponding movement of the camera on the remote side. Furthermore, the video/depth streaming of the RGB-D camera is used for three main objectives: i) appropriately filtering the RGB image through spatial depth information for reducing the number of significant pixels to be sent to the HMD thus reducing the latency; ii) providing spatial cues overlaid on the 2D image to facilitate remote interaction (basic AR); iii) generating additional augmented information with the real-world environment for specific tasks (advanced AR). On the remote side of the system, the robotic base of the RGB-D camera is integral with the base system of two robotic arms, each of them equipped with a robotic hand for object manipulation and interaction.The proposed system can be used for several tasks in several scenarios including social applications and high-risk situations. In the former scenario, an operator can remotely interact with a person by providing assistance or by playing board games. In the latter scenario, our system, suitably integrated with a robotic base allowing its mobility, makes possible some teleoperated activities such as door opening, valve turning and switch operating without local human intervention.
一种增强现实辅助的机械臂远程操作沉浸式系统
近年来,虚拟现实(VR)和增强现实(AR)头戴式显示器(hmd)已被用于在机器人远程操作应用中提供沉浸式的实时第一人称视角。然而,在机器人远程操作与现实交互中存在两个关键问题:首先,在精细操作任务中,难以正确感知距离和尺寸;其次,视频流中的延迟会影响操作员的沉浸式体验。为了解决这些问题,在本文中,我们提出了一种新颖的系统,允许操作员使用他/她的手部运动和手势来沉浸式远程操作机械臂。更详细地说,操作者佩戴的头戴式头盔配备了手部跟踪和头向估计技术。操作人员使用手部跟踪和手势识别来生成远程机器人手臂的控制命令,而头部方向角用于控制远程机器人基座的方向,该基座上安装了RGB-Depth (RGB-D)相机。后者允许操作员改善身临其境的体验,因为他/她可以自由旋转他/她的头部,从而导致远程摄像机的相应运动。此外,RGB- d相机的视频/深度流主要用于三个目标:i)通过空间深度信息适当过滤RGB图像,以减少要发送到HMD的重要像素数量,从而减少延迟;ii)提供叠加在二维图像上的空间线索,以方便远程交互(基本增强现实);iii)在现实环境中为特定任务生成额外的增强信息(高级增强现实)。在系统的远端,RGB-D相机的机器人基座与两个机械臂的基座系统是一体的,每个机械臂都配备一个机械手,用于物体的操作和交互。所建议的系统可用于多个场景中的多个任务,包括社交应用程序和高风险情况。在前一种情况下,操作员可以通过提供帮助或玩棋盘游戏与人进行远程交互。在后一种情况下,我们的系统与机器人基座适当集成,允许其移动性,使一些远程操作活动成为可能,例如开门,阀门转动和开关操作,而无需本地人工干预。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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