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Brain-Computer Interface Meets ROS: A Robotic Approach to Mentally Drive Telepresence Robots

机译:脑电电脑界面符合ROS:精神驾驶迅速呈现机器人的机器人方法

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摘要

This paper shows and evaluates a novel approach to integrate a non-invasiveBrain-Computer Interface (BCI) with the Robot Operating System (ROS) tomentally drive a telepresence robot. Controlling a mobile device by using humanbrain signals might improve the quality of life of people suffering from severephysical disabilities or elderly people who cannot move anymore. Thus, the BCIuser is able to actively interact with relatives and friends located indifferent rooms thanks to a video streaming connection to the robot. Tofacilitate the control of the robot via BCI, we explore new ROS-basedalgorithms for navigation and obstacle avoidance, making the system safer andmore reliable. In this regard, the robot can exploit two maps of theenvironment, one for localization and one for navigation, and both can be usedalso by the BCI user to watch the position of the robot while it is moving. Asdemonstrated by the experimental results, the user's cognitive workload isreduced, decreasing the number of commands necessary to complete the task andhelping him/her to keep attention for longer periods of time.
机译:本文显示并评估了一种新颖的方法,将非InvasiveBrain-Computer接口(BCI)与机器人操作系统(ROS)形成直接驱动远程呈现机器人。通过使用人类信号控制移动设备可能会改善患有患有严格的人的生活质量或无法移动的老年人。因此,由于视频流连接到机器人,Bciuser能够与位于无动于衷的房间的朋友主动互动。通过BCI对机器人进行控制,我们探索了用于导航和避免的新ROS基本识别,使系统更安全,并且可以可靠。在这方面,机器人可以利用两个天环境的地图,一个用于本地化,一个用于导航,并且两者都可以通过BCI用户使用,以便在移动时观看机器人的位置。由实验结果Asdemonstrated,用户的认知工作量isreduced,减少必要的命令的数量来完成andhelping他/她保持注意力的时间更长的任务。

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