Brain Computer Interface Application for People with Movement Disabilities
Abstract:
The intention of this work is to propose and develop a Brain-Computer Interface solution for people with movement disabilities. The proposed solution will read, monitor and translate brainwaves generated from the Central Nervous System of a person with movement disabilities to replace/rehabilitate his/her natural movements or for allowing him/her to control different devices such as household appliances. The brainwaves used in this work are those produced when a person blinks. We have selected the blinks’ related brainwaves since most of the people with movement disabilities (even the most serious) can do this kind of movements. The prototype of the proposed solution created in this work uses a control mechanism based on the raw electroencephalography data extracted from a MUSE headband for manipulating real life household appliances connected to an Arduino system. Experimental results indicated that people with limited training process were capable to use the prototype with manageable level of error.
Año de publicación:
2019
Keywords:
- EEG
- Movement disabilities
- Bci
- electroencephalography
- Brain computer interface
- Device control
Fuente:
Tipo de documento:
Conference Object
Estado:
Acceso restringido
Áreas de conocimiento:
- Inteligencia artificial
Áreas temáticas:
- Física aplicada
- Medicina y salud
- Enfermedades