Improving diver-robot empathy with a haptic feedback smart glove

Antony Tang, D. Orbaugh, A. Bruns, M. H. Mahmoudinezhad, S. Rosset, Iain A. Anderson
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Abstract

We have developed a diver-robot empathetic communication system that allows the diver to feel the disturbance around the robot and control the robot remotely using hand gestures. The underwater robot is embedded with soft dielectric elastomer (DE) sensors to sense the direction and amplitude of the disturbance around its surroundings, defined as the physical indentation of the eye sensors. The direction and intensity of the disturbance communicate to the user remotely via an array of vibrotactile actuators in the form of a bracelet. Wears of the glove will feel what the robot is going through, represented by different vibration intensities and patterns. The smart glove employs five dielectric elastomer sensors to capture finger motion and implements a machine-learning classifier in the onboard electronics to recognize gestures. Hence allowing the wearer to send commands in the form of hand gestures for correcting the underwater robot’s posture. The system will be tested in a user study to determine performance improvement over the traditional robotic control interface. Our work has demonstrated the capability of DE sensing for advanced human-machine interaction.
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用触觉反馈智能手套改善潜水机器人的同理心
我们开发了一种潜水员-机器人共情通信系统,使潜水员能够感受到机器人周围的干扰,并使用手势远程控制机器人。水下机器人嵌入软介电弹性体(DE)传感器,以感知周围扰动的方向和幅度,定义为眼传感器的物理压痕。干扰的方向和强度通过一组手环形式的振动触觉致动器远程传达给用户。佩戴手套的人可以感受到机器人正在经历的事情,通过不同的振动强度和模式来表现。这款智能手套使用了五个介电弹性体传感器来捕捉手指的运动,并在车载电子设备中实现了机器学习分类器来识别手势。因此,佩戴者可以用手势的形式发送命令来纠正水下机器人的姿势。该系统将在用户研究中进行测试,以确定比传统机器人控制界面的性能改进。我们的工作已经证明了DE传感在高级人机交互中的能力。
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