Name
Abstract | ||
|---|---|---|
We introduce a method based on support vector machines which can detect opening and closing actions of the human thumb, index finger, and other fingers recorded via surface EMG only. The method is shown to be robust across sessions and can be used independently of the position of the arm. With these stability criteria, the method is ideally suited for the control of active prosthesis with a high number of active degrees of freedom. The method is successfully demonstrated on a robotic four-finger hand, and can be used to grasp objects. |
Year | DOI | Venue |
|---|---|---|
2006 | 10.1109/ROBOT.2006.1642128 | 2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10 |
Keywords | Field | DocType |
electrodes,robot control,degree of freedom,mechatronics,support vector machine,support vector machines,robustness,indexation,motion control | Motion control,Index finger,GRASP,Thumb,Robotic hand,Control theory,Simulation,Support vector machine,Electromyography,Control engineering,Engineering | Conference |
Volume | Issue | ISSN |
2006 | 1 | 1050-4729 |
Citations | PageRank | References |
57 | 4.12 | 2 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sebastian Bitzer | 1 | 89 | 9.32 |
| P. Patrick Van Der Smagt | 2 | 274 | 35.19 |