Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand

被引:8
|
作者
Vargas, Luis [1 ,2 ]
Huang, He [1 ,2 ]
Zhu, Yong [3 ]
Kamper, Derek [1 ,2 ]
Hu, Xiaogang [1 ,2 ]
机构
[1] Univ North Carolina Chapel Hill, Joint Dept Biomed Engn, Raleigh, NC 27695 USA
[2] NC State Univ, Raleigh, NC 27695 USA
[3] NC State Univ, Mech & Aerosp Engn Dept, Raleigh, NC 27695 USA
来源
基金
美国国家科学基金会;
关键词
Tactile feedback; prosthetic control; object recognition; transcutaneous nerve stimulation; SENSORY FEEDBACK;
D O I
10.1109/LRA.2022.3196958
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Tactile feedback in the hand is essential for interaction with objects. Here, we evaluated how artificial tactile sensation affected the recognition of object properties using a myoelectrically controlled prosthetic hand. Electromyogram signals from the flexor and extensor finger muscles were used to continuously control either prosthetic joint velocity or position. Participants grasped objects of varying shape or size using the prosthetic hand. Tactile feedback was evoked by transcutaneous nerve stimulation along the participant's upper arm and modulated based on the prosthetic-object contact force. Multi-channel electrical stimulation targeted the median and ulnar nerve bundles to produce resembled tactile sensations at distinct hand regions. The results showed that participants could gauge the onset timing of tactile feedback to discern object shape and size. We also found that the position-controller led to a greater recognition accuracy of object size compared with velocity-control, potentially due to supplemental joint position information from muscle activation level. Our findings demonstrate that non-invasive tactile feedback can enable effective object shape and size recognition during prosthetic control. The evaluation of tactile feedback across myoelectric controllers can help understand the interplay between sensory and motor pathways involved in the control of assistive devices.
引用
收藏
页码:10977 / 10984
页数:8
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