Name
Title | ||
|---|---|---|
Development of a Parent Wireless Assistive Interface for Myoelectric Prosthetic Hands for Children. |
Abstract | ||
|---|---|---|
In this study, a one-degree-of-freedom myoelectric prosthesis system was proposed using a Parent Wireless Assistive Interface (PWAI) that allowed an external assistant (e.g., the parent of the user) to immediately adjust the parameters of the prosthetic hand controller. In the PWAI, the myoelectric potential of use of the upper limb was plotted on an external terminal in real time. Simultaneously, the assistant adjusted the parameters of the prosthetic hand control device and manually manipulated the prosthetic hand. With these functions, children that have difficulty verbally communicating could obtain properly adjusted prosthetic hands. In addition, non-experts could easily adjust and manually manipulate the prosthesis; therefore, training for the prosthetic hands could be performed at home. Two types of hand motion discrimination methods were constructed in this study of the myoelectric control system: (1) a threshold control based on the myoelectric potential amplitude information and (2) a pattern recognition of the frequency domain features. In an evaluation test of the prosthesis threshold control system, child subjects achieved discrimination rates as high as 89%, compared with 96% achieved by adult subjects. Furthermore, the high discrimination rate was maintained by sequentially updating the threshold value. In addition, a discrimination rate of 82% on average was obtained by recognizing three motions using the pattern recognition method. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.3389/fnbot.2018.00048 | FRONTIERS IN NEUROROBOTICS |
Keywords | Field | DocType |
myoelectric prosthetic hand,EMG,human-machine interface,children,artificial neural network,threshold | Prosthesis,Frequency domain,Computer vision,Control theory,Wireless,Computer science,Human–machine interface,Artificial intelligence,Control system,Machine learning | Journal |
Volume | ISSN | Citations |
12 | 1662-5218 | 0 |
PageRank | References | Authors |
0.34 | 2 | 9 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yutaro Hiyoshi | 1 | 0 | 0.34 |
| Yuta Murai | 2 | 1 | 2.65 |
| Yoshiko Yabuki | 3 | 1 | 3.41 |
| Kenichi Takahana | 4 | 0 | 0.34 |
| Soichiro Morishita | 5 | 6 | 4.10 |
| Yinlai Jiang | 6 | 10 | 11.72 |
| Shunta Togo | 7 | 2 | 6.05 |
| Shinichiro Takayama | 8 | 0 | 0.34 |
| Hiroshi Yokoi | 9 | 383 | 92.58 |