Title :
Electrode layout of wristband EMG measuring device for hand gesture recognition
Author :
Motoyama, Hiroyuki ; Inoue, Tsuyoshi ; Kato, Yumiko O. ; Ozawa, Jun
Author_Institution :
Adv. Technol. Res. Labs., Panasonic Corp., Kyoto, Japan
Abstract :
In this study, we discuss a layout of electrodes on a wrist for EMG measurements to recognize hand gestures. Experimental results show that the proposed layout uses only half of the electrodes, but suffers only about 3% drop in recognition rate compared with the conventional layout. Furthermore, we developed a television operating system based on hand gestures, using a wristband-type EMG device with the proposed electrode layout.
Keywords :
bioelectric phenomena; biomechanics; biomedical electrodes; electromyography; electrode layout; hand gesture recognition; television operating system; wristband EMG measurement device; wristband-type EMG device; Atmospheric measurements; Electrodes; Electromyography; Layout; Muscles; Particle measurements; TV;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066357