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An Auto-Correction Teleoperation Method for a Mobile Manipulator Using Gaze Tracking and Hand Motion Detection

机译:基于凝视跟踪和手部运动检测的移动机械手自动校正遥操作方法

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Situational awareness in remote environments is crucial for human operators to teleoperate mobile manipulators confidently and reliably. Visual feedback is the most common way for environment perception, providing rich information to human operators. This paper proposes an intuitive teleoperation method by combining gaze tracking and hand motion detection to teleoperate a mobile manipulator. A camera is fixed on the end-effector of the mobile robot's arm to provide visual feedback, acting as the eye of the teleoperator. Rather than direct remote control of the robot, an adaptive auto-correction mechanism is introduced for helping human operators to achieve better hand-eye coordination of the teleoperation experiences. The mobile manipulator can adjust its behaviours, such as speed, while gaze and hand movements of the operator are in different states. The experiments carried out demonstrated the effectiveness of the proposed algorithm and the survey evaluation verified the practical application value of the system.
机译:远程环境中的态势感知对于人类操作员自信而可靠地遥控移动机械手至关重要。视觉反馈是最常见的环境感知方式,可为操作员提供丰富的信息。本文提出了一种直观的远程操作方法,该方法将凝视跟踪和手部运动检测相结合来远程操作移动机械手。摄像机固定在移动机器人手臂的末端执行器上,以提供视觉反馈,充当遥控操作员的眼睛。引入了自适应自动校正机制,而不是直接对机器人进行远程控制,以帮助人类操作员更好地实现远程操作体验的手眼协调。当操作员的注视和手部运动处于不同状态时,移动机械手可以调整其行为,例如速度。实验证明了该算法的有效性,调查评估验证了该系统的实际应用价值。

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