Title :
A novel EMG-based human-computer interface for persons with disability
Author :
Moon, Inhyuk ; Lee, Myoungjoon ; Mun, Museong
Author_Institution :
Korea Orthopedics & Rehabilitation Eng. Center, Incheon, South Korea
Abstract :
This paper proposes a novel EMG-based human computer interface (HCI) for persons with disabilities. The interaction commands for the HCI consist of four commands, that are composed by combination of three elevation motions of shoulders such as left, right and both elevations. By comparing EMG signals on the Levator scapulae muscles with predetermined double threshold values, each elevation motion is recognized. To achieve a real-time EMG processing hardware, high- and low-pass filter, band-pass and -rejection filter, a full rectifier and a mean absolute value circuit are embedded on a board with a high-speed microprocessor. From experimental results using the implemented real-time EMG processing hardware, we show that the proposed wireless EMG-based HCI is feasible for the disabled.
Keywords :
electromyography; handicapped aids; manipulators; signal processing; user interfaces; EMG signals; electromyography; elevation motion recognition; full rectifier; high-speed microprocessor; human-computer interface; mean absolute value circuit; scapulae muscles; Band pass filters; Circuits; Computer interfaces; Electromyography; Hardware; Human computer interaction; Low pass filters; Microprocessors; Muscles; Rectifiers;
Conference_Titel :
Mechatronics, 2004. ICM '04. Proceedings of the IEEE International Conference on
Print_ISBN :
0-7803-8599-3
DOI :
10.1109/ICMECH.2004.1364493