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主动和被动假肢控制过程中经皮电刺激的僵硬感知

Stiffness Perception using Transcutaneous Electrical Stimulation during Active and Passive Prosthetic Control.

作者信息

Vargas Luis, Huang Helen, Zhu Yong, Hu Xiaogang

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:3909-3912. doi: 10.1109/EMBC44109.2020.9176078.

Abstract

Haptic feedback allows an individual to identify various object properties. In this preliminary study, we determined the performance of stiffness recognition using transcutaneous nerve stimulation when a prosthetic hand was moved passively or was controlled actively by the subjects. Using a 2x8 electrode grid placed along the subject's upper arm, electrical stimulation was delivered to evoke somatotopic sensation along their index finger. Stimulation intensity, i.e. sensation strength, was modulated using the fingertip forces from a sensorized prosthetic hand. Object stiffness was encoded based on the rate of change of the evoked sensation as the prosthesis grasped one of three objects of different stiffness levels. During active control, sensation was modulated in real time as recorded forces were converted to stimulation amplitudes. During passive control, prerecorded force traces were randomly selected from a pool. Our results showed that the accuracy of object stiffness recognition was similar in both active and passive conditions. A slightly lower accuracy was observed during active control in one subject, which indicated that the sensorimotor integration processes could affect haptic perception for some users.

摘要

触觉反馈使个体能够识别各种物体属性。在这项初步研究中,我们确定了在假手被动移动或由受试者主动控制时,使用经皮神经刺激进行刚度识别的性能。沿着受试者的上臂放置一个2×8电极网格,通过电刺激沿着其食指诱发躯体感觉。使用来自装有传感器的假手的指尖力来调制刺激强度,即感觉强度。当假手抓取三种不同刚度水平的物体之一时,根据诱发感觉的变化率对物体刚度进行编码。在主动控制期间,随着记录的力转换为刺激幅度,感觉实时调制。在被动控制期间,从一组预先记录的力轨迹中随机选择。我们的结果表明,在主动和被动条件下,物体刚度识别的准确性相似。在一名受试者的主动控制期间观察到略低的准确性,这表明感觉运动整合过程可能会影响一些用户的触觉感知。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c266/8058703/519b6f4b07ee/nihms-1689879-f0001.jpg

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