A tactile sensing approach in stroke rehabilitation
Article
Article Title | A tactile sensing approach in stroke rehabilitation |
---|---|
ERA Journal ID | 3527 |
Article Category | Article |
Authors | Du, Xinli (Author), Mikov, Nikolay (Author), Mohagheghi, Amir (Author), Kilbride, Cherry (Author), Norris, Meriel (Author) and Brett, Peter (Author) |
Journal Title | Mechatronics |
Journal Citation | 59, pp. 213-220 |
Number of Pages | 8 |
Year | 2019 |
Place of Publication | United Kingdom |
ISSN | 0957-4158 |
1873-4006 | |
Digital Object Identifier (DOI) | https://doi.org/10.1016/j.mechatronics.2019.03.010 |
Web Address (URL) | https://www.sciencedirect.com/science/article/pii/S0957415819300364?via%3Dihub |
Abstract | The paper describes an experimental, mechanically simple, tactile sensing solution in the form of a sensing chair for discriminating human motion in a reaching task. This cost-efficient technical approach was employed for the assessment of selective arm movements in stroke survivors. The sensing system classifies trunk motion in a seated stroke survivor during a goal-directed task where there is direct correlation with the level of severity of arm movement. The system interprets motion mechanically from coupled sensory data transients using artificial neural networks and shows tolerance to patients’ sitting posture and performance variability. The accuracy of classification was typically greater than 94% across three categories when applied to a group of stroke survivors of wide-ranging motor abilities. The mechanical simplicity, versatility of approach for use in other classes of movement, and potential low cost of manufacturing provides opportunity to employ the system at clinics and homes for assessment and training. |
Keywords | distributive tactile sensing, stroke rehabilitation, upper limb kinematics |
ANZSRC Field of Research 2020 | 400310. Rehabilitation engineering |
400303. Biomechanical engineering | |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | Brunel University, United Kingdom |
University of Southern Queensland | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q5460/a-tactile-sensing-approach-in-stroke-rehabilitation
186
total views8
total downloads2
views this month0
downloads this month