Bi-modal Human Machine Interface for Controlling an Intelligent Wheelchair

E. Rechy-Ramirez, Huosheng Hu
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引用次数: 9

Abstract

This paper presents a bi-modal human machine interface (HMI) alternative for hands-free control of an electric powered wheelchair (EPW) by means of head movements and facial expressions. The head movements and the facial expressions are detected by using the gyroscope and the cognitiv suite of the Emotiv EPOC sensor, respectively. By employing the cognitiv suite, the user can choose his/her most comfortable facial expressions. Three head movements are used to stop the wheelchair and display the turning commands in the graphical interface (GI) of the HMI, while two facial expressions are employed to move forward the wheelchair and confirm the execution of the turning command displayed on the GI of the HMI. By doing this, the user is free of turning his/her head while the wheelchair is being controlled without the execution of an undesired command. Two subjects have tested the proposed HMI by operating a wheelchair in an indoor environment. Furthermore, five facial expressions have been tested in order to determine that the users can employ different facial expressions for executing the control commands on the wheelchair. The preliminary experiments reveal that our HMI is reliable for operating the wheelchair.
智能轮椅控制的双模态人机界面
本文提出了一种基于头部运动和面部表情的双模态人机界面(HMI)替代方案,用于电动轮椅(EPW)的免提控制。头部运动和面部表情分别通过陀螺仪和Emotiv EPOC传感器的认知套件进行检测。通过使用认知套件,用户可以选择自己最舒服的面部表情。三个头部动作用于停止轮椅并在人机界面的图形界面显示转弯命令,两个面部表情用于移动轮椅并确认人机界面图形界面显示的转弯命令的执行。这样,当轮椅被控制时,使用者就不用转动他/她的头,而不会执行一个不希望执行的命令。两名受试者通过在室内环境中操作轮椅来测试拟议的人机界面。此外,还测试了五种面部表情,以确定用户可以使用不同的面部表情来执行轮椅上的控制命令。初步实验表明,我们的人机界面是可靠的轮椅操作。
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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