基于皮肤触觉电刺激识别抓取相关的关键特性

Heng Xu, Linjun Bao, Dingguo Zhang, Xiangyang Zhu
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引用次数: 5

摘要

通过向义肢使用者提供触觉反馈来关闭控制回路是很重要的。越来越多的研究人员试图通过提供各种类型的触觉反馈来提高抓取性能。在我们的研究中,我们通过虚拟环境来提高性能,在虚拟环境中,受试者获得两个关键的抓取相关属性,包括物体的刚度,经济持力(Feco),可以通过最小的力阻止物体滑动,使用压力反馈和电触觉刺激在抓取物体时产生的滑动反馈。结果表明,该方法是可行的。二级刚度的准确识别率为95.4%,四级经济握力(Feco)的准确识别率为78.3%。此外,为了比较识别性能,我们研究了识别刚度和经济持力(feco)的混淆类型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identify key grasping-related properties based on cutaneous electrotactile stimulation
It is important to close the control loop by providing tactile feedback to prosthesis users. An increasing number of researchers attempt to improve grasping performance by providing various types of tactile feedbacks. In our study, we improve the performance by a virtual environment in which subjects acquire two key grasping-related properties, including object's stiffness, economically holding power (Feco) that could stop the objects slipping by a minimum force, using pressure feedback and slipping feedback generated by electrotactile stimulation during they are grasping objects. Results indicate that this method is feasible. The accurate discrimination of two levels' stiffness is 95.4%, and the accurate discrimination of four levels' economically holding power (Feco) is 78.3%. Furthermore, in order to compare the discriminating performance, we investigate the confused types in discriminating the stiffness and the economically holding power (feco).
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