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Development of the electric wheelchair hands-free semi-automatic control system using the surface-electromyogram of facial muscles

机译:利用面部肌肉的表面肌电图开发电动轮椅免提半自动控制系统

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摘要

The goal of Human-Computer Interface (or called Human-Robot interface) research is to provide humans with a new communication channel that allows translating people's intention states via a computer into performing specific actions. This paper presents a novel hands-free control system for controlling the electric wheelchair, which is based on Bio-signals just as surface electromyogram signals. The Bioelectric signals are picked up from facial muscles, then the Bio-signals are passed through an amplifier and a high pass filter. Motion control commands (Forward, Left, Right, Forward to the Right, Forward to the left and Stop) are classified by simple rule, and these commands are used for controlling the electric wheelchair. However, it is difficult to realize safety control and fine control using the biological signal only. In addition, we introduce the semi-automatic control system using the laser range scanner. In this paper, we report the introduction of our proposal systems and our experimental results.
机译:人机界面(或称为人机界面)研究的目的是为人类提供一个新的沟通渠道,该渠道允许通过计算机将人们的意图状态转换为执行特定的动作。本文提出了一种新颖的用于控制电动轮椅的免提控制系统,该系统基于生物信号,就像表面肌电图信号一样。从面部肌肉拾取生物电信号,然后将生物信号通过放大器和高通滤波器。运动控制命令(向前,向左,向右,向右向前,向左向前和停止)通过简单规则进行分类,这些命令用于控制电动轮椅。然而,仅使用生物信号难以实现安全控制和精细控制。此外,我们介绍了使用激光测距仪的半自动控制系统。在本文中,我们报告了提案系统的介绍和实验结果。

著录项

  • 来源
    《Artificial life and robotics》 |2012年第2期|300-305|共6页
  • 作者单位

    Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Miyazaki, 1-1 Gakuen Kibanadai-nishi, Miyazaki 889-2192, Japan;

    Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Miyazaki, 1-1 Gakuen Kibanadai-nishi, Miyazaki 889-2192, Japan;

    Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Miyazaki, 1-1 Gakuen Kibanadai-nishi, Miyazaki 889-2192, Japan;

    Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Miyazaki, 1-1 Gakuen Kibanadai-nishi, Miyazaki 889-2192, Japan;

    Technology Miyazaki Prefecture Industrial Center, Miyazaki, Japan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    surface electromyogram signal; electric wheelchair; motion control command rule; semi-automatic control;

    机译:表面肌电信号电动轮椅运动控制命令规则;半自动控制;

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