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Development of Hands-Free Wheelchair Device based on Head Movement and Bio-Signal for Quadriplegic Patients

机译:四肢瘫痪患者基于头部运动和生物信号的免提轮椅装置的开发

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This paper aims to develop a wheelchair steering device for quadriplegics and arm amputees through recognizing driver's head movement and surface electromyography (sEMG) signal. Go-and-stop motion of the wheelchair is controlled by the EMG signal produced around driver's temple during teeth clenching, whereas left-and-right cornering motion is controlled based on the yaw angle of the head measured by a position sensor. Signal processing is designed to be robust against disturbances from road condition and to make the head movement motion distinguishable from reference coordinate of the wheelchair. Experiments were conducted 10 times and successfully discriminated clenching signals from disturbance signals on concrete pavers and speed bumps with the accuracy of 100% and 90% on low stairs. Proposed wheelchair steering interface is found to be robust against disturbances from road conditions and able to detect user's control intention. Even though the device took twice as more time to complete a track compare to joystick, the most widely used steering device, the proposed device was found to be safe and easy to learn. The fact that the wheelchair changes the direction according to user's head position makes this device intuitive. For these reasons, proposed device is expected to increase usability.
机译:本文旨在通过识别驾驶员的头部运动和表面肌电(sEMG)信号,开发一种用于四肢瘫痪者和手臂截肢者的轮椅转向装置。轮椅咬合期间,轮椅的停停运动由驾驶员太阳穴周围产生的EMG信号控制,而左右转弯运动则根据位置传感器测量的头部偏航角来控制。信号处理被设计为对来自道路状况的干扰具有鲁棒性,并使头部运动与轮椅的参考坐标区分开。实验进行了10次,成功地从混凝土摊铺机和减速带上的干扰信号中区分出了紧握信号,在低楼梯上的准确度分别为100%和90%。发现建议的轮椅转向界面对于抵抗来自道路状况的干扰是鲁棒的,并且能够检测用户的控制意图。尽管与使用操纵杆(操纵最广泛的转向装置)相比,该装置完成跟踪所花费的时间要多两倍,但发现该提议的装置是安全且易于学习的。轮椅根据使用者的头部位置改变方向的事实使该设备直观。由于这些原因,预期所提出的设备将增加可用性。

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