在室内环境下,基于头部运动控制的智能轮椅

E. Rechy-Ramirez, Huosheng Hu, K. Mcdonald-Maier
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引用次数: 74

摘要

提出了一种用于电动轮椅(EPW)免提控制的人机界面。它的两种操作模式都是基于头部运动:模式1只使用一个头部运动来发出命令,模式2使用四个头部运动来发出命令。在该人机界面中部署了一个EEG设备Emotiv EPOC来获取用户的头部运动信息。将所提出的人机界面与EPW在室内环境中的操纵杆控制进行了比较。实验结果表明,控制模式2可以快速可靠地实现,两个被试的平均时间为67.90秒。然而,控制模式1的表现较差,虽然只需要一次头部运动,但两名受试者的平均时间为153.20秒。很明显,提议的人机界面可以有效地用于取代传统的操纵杆控制的残疾人和老年人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Head movements based control of an intelligent wheelchair in an indoor environment
This paper presents a user-friendly human machine interface (HMI) for hands-free control of an electric powered wheelchair (EPW). Its two operation modes are based on head movements: Mode 1 uses only one head movement to give the commands, and Mode 2 employs four head movements. An EEG device, namely Emotiv EPOC, has been deployed in this HMI to obtain the head movement information of users. The proposed HMI is compared with the joystick control of an EPW in an indoor environment. The experimental results show that Control Mode 2 can be implemented at a fast speed reliably, achieving a mean time of 67.90 seconds for the two subjects. However, Control Mode 1 has inferior performance, achieving a mean time of 153.20 seconds for the two subjects although it needs only one head movement. It is clear that the proposed HMI can be effectively used to replace the traditional joystick control for disabled and elderly people.
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