title: Implementation of a control system for a power wheelchair with induction of a β/α ratio by visual feedback.
abstract: Techniques using electroencephalography (EEG)-based brain computer interfaces (BCIs) have been developed and are eagerly anticipated as novel interfaces for controlling power wheelchairs. In addition to the BCIs, smart glass technology has been developed. In our previous study, we propose a prototype of an intuitive control system for a power wheelchair; this system comprises a simple EEG recorder, smart glass, and a microcomputer. Using this system, the power wheelchair moves straight ahead when a user concentrates, stops when the user blinks, and turns left or right when the user tilt his/her neck to the left or right, respectively. A β/α ratio as an indicator of the concentration and blinks are detected from raw EEG waves, and the tilting of the neck is detected by acceleration sensors in the smart glass. In this study, we proposed a new control system which display the visual feedback of the β/α ratio on the smart glass to induce user's concentration. Our results show that during the experiment, the system successfully worked and induced for the β/α ratio in specific concentrating states.
authors.forename: Yudai
authors.initials: Y
authors.lastname: Iida
authors.forename: Ryota
authors.initials: R
authors.lastname: Horie
mesh_terms: D000054:Acceleration; D000704:Analysis of Variance; D011211:Electric Power Supplies; D004569:Electroencephalography; D056228:Feedback, Sensory; D005260:Female; D006801:Humans; D008297:Male; D014910:Wheelchairs