Abstract
Cutaneous electrical stimulation can provide tactile feedback for upper-limb amputees through somatotopic feedback (SF) or non-somatotopic feedback (NF). The SF delivers electrotactile stimulus to projection finger maps (PFMs) on the stumps of amputees, which outperforms NF that transfers stimulus to other human intact skin areas in general. However, the SF areas on stumps are very limited and often occupied by electromyography(EMG) sensors in application of myoelectric prosthesis. This work aims at improving NF performance on human upper arms through user training with electrotactile stimulation. The experiments were conducted over seven consecutive days on nine able-bodied subjects and two forearm amputees. The performance measures of NF/SF included the correct identification rates (CIRs), the response time and the NASATLX questionnaire. The between-day CIR s on NF sites increased logarithmically with a mean course of 3-day rapid improving phase and plateaued in the relative-steady phase. The response time and NASA-TLX scores could also rapidly reduce to the comparable levels of the SF areas during the same mean period of 3-day rapid-improving phase, respectively. These results indicated that the performance of NF could be highly improved to the equivalent level as that of SF through 3-day electrotactile training, which we named as "3-day effect". It provides important insights that intact skin areas without phantom sensations can effectively replace SF sites to transfer tactile feedback after continuous user training, which validates effectiveness of non-invasive interfaces of tactile feedback for upper-limb amputees in practice.
Original language | English |
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Article number | 7491333 |
Pages (from-to) | 469-480 |
Number of pages | 12 |
Journal | IEEE Transactions on Neural Systems and Rehabilitation Engineering |
Volume | 25 |
Issue number | 5 |
DOIs | |
Publication status | Published - 7 May 2017 |
Keywords
- Electrotactile stimulation
- Nonsomatotopic feedback
- Projection finger map
- Somatotopic feedback
- Upper-limb amputees
- User training
ASJC Scopus subject areas
- General Neuroscience
- Biomedical Engineering
- Computer Science Applications
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Dingguo Zhang
- Department of Electronic & Electrical Engineering - Reader in Robotics Engineering
- UKRI CDT in Accountable, Responsible and Transparent AI
- Centre for Bioengineering & Biomedical Technologies (CBio)
- Bath Institute for the Augmented Human
- IAAPS: Propulsion and Mobility
Person: Research & Teaching, Core staff, Affiliate staff