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基于惯性测量单元的经桡骨肌电假肢腕部旋转控制。

IMU-Based Wrist Rotation Control of a Transradial Myoelectric Prosthesis.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2018 Feb;26(2):419-427. doi: 10.1109/TNSRE.2017.2682642. Epub 2017 Mar 15.

Abstract

This paper describes a control method intended to facilitate improved control of a myoelectric prosthesis containing a wrist rotator. Rather than exclusively utilizing electromyogram (EMG) for the control of all myoelectric components (e.g., a hand and a wrist), the proposed controller utilizes inertial measurement (from six-axis inertial measurement unit (IMU)) to sense upper arm abduction/adduction, and uses this input to command a wrist rotation velocity. As such, the controller essentially substitutes shoulder abduction/adduction in place of agonist/antagonist EMG to control wrist angular velocity, which preserves EMG for control of the hand (or other arm components). As a preliminary assessment of efficacy, the control method was implemented on a transradial prosthesis prototype with a powered wrist rotator and hand, and experimentally assessed on five able-bodied subjects who wore the prototype using an able-bodied adaptor and one transradial amputee subject while performing assessments representative of activities of daily living. The assessments compared the (timed) performance of the combined EMG/ IMU-based control method with a (conventional) sequential EMG control approach. Results of the assessment indicate that the able-bodied subjects were able to perform the tasks 33% faster on average with the EMG/IMU-based method, relative to a conventional sequential EMG method. The same assessment was subsequently conducted using a single transradial amputee subject, which resulted in similar performance trends, although with a somewhat lessened effect size-specifically, the amputee subject was on average 22% faster in performing tasks with the IMU-based controller.

摘要

本文介绍了一种控制方法,旨在改善含腕旋转器的肌电假肢的控制。该控制器并非仅使用肌电图(EMG)来控制所有肌电组件(例如手和腕),而是利用惯性测量(来自六轴惯性测量单元(IMU))来感知上臂外展/内收,并使用此输入来命令腕部旋转速度。因此,该控制器实质上用肩外展/内收代替了 EMG 来控制腕角速度,从而为手(或其他臂组件)的控制保留了 EMG。作为对疗效的初步评估,该控制方法已在带有动力腕旋转器和手的经桡骨假肢原型上实施,并在五位佩戴原型的健全受试者和一位进行日常活动评估的经桡骨截肢受试者上进行了实验评估。评估比较了基于 EMG/IMU 的组合控制方法与基于常规顺序 EMG 的控制方法的(计时)性能。评估结果表明,与传统的顺序 EMG 方法相比,健全受试者使用基于 EMG/IMU 的方法平均可以更快地完成任务,速度提高了 33%。随后,对一名单经桡骨截肢受试者进行了相同的评估,结果显示出类似的性能趋势,尽管效果大小略有降低——与基于 IMU 的控制器相比,截肢受试者在执行任务时的速度平均提高了 22%。

相似文献

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IMU-Based Wrist Rotation Control of a Transradial Myoelectric Prosthesis.基于惯性测量单元的经桡骨肌电假肢腕部旋转控制。
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Is it Finger or Wrist Dexterity That is Missing in Current Hand Prostheses?当前的手部假肢缺少的是手指灵活性还是手腕灵活性?
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Classification of simultaneous movements using surface EMG pattern recognition.基于表面肌电信号模式识别的同步运动分类。
IEEE Trans Biomed Eng. 2013 May;60(5):1250-8. doi: 10.1109/TBME.2012.2232293. Epub 2012 Dec 10.
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A method for the control of multigrasp myoelectric prosthetic hands.多自由度肌电假肢手的控制方法。
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