DocumentCode :
2252341
Title :
Wearable hybrid brain-computer interface for daily life application
Author :
Yongwon Kim ; Sungho Jo
Author_Institution :
Dept. of Comput. Sci., KAIST, Daejeon, South Korea
fYear :
2015
fDate :
12-14 Jan. 2015
Firstpage :
1
Lastpage :
4
Abstract :
We present the development of a wearable hybrid interface based on noninvasive brain signal detection and eye-gaze tracking, and its evaluation through scenarios based on real-world application. Our system combines a low-cost Electroencephalogram (EEG) headset with a custom-built eye-gaze tracker to determine the human´s intent and track eye movements. The proposed interface allows users to pinpoint an electronic item of interest by gazing at it and turn on the object by concentrating. We show how our system can be applied as a tool in real-world environments. Seven healthy subjects volunteered to examine the performance of our interface. Fitts´ law was applied for the evaluation and throughput (TP) which was an ISO standard for evaluation of pointing devices was derived. The experimental results demonstrate the potential of the proposed interface to fit into daily life.
Keywords :
ISO standards; brain-computer interfaces; electroencephalography; gaze tracking; medical signal detection; wearable computers; EEG headset; Fitts law; ISO standard; TP; custom-built eye-gaze tracker; daily life application; electroencephalogram headset; eye movement tracking; eye-gaze tracking; human intent determination; noninvasive brain signal detection; pointing devices; throughput; wearable hybrid brain-computer interface; Brain-computer interfaces; Calibration; Classification algorithms; Electroencephalography; Headphones; Three-dimensional displays; Tracking; Brain-computer interface; Electroencephalogram; Eye-gaze tracking; Fitts´ law; Hybrid interface; Wearable interface;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Brain-Computer Interface (BCI), 2015 3rd International Winter Conference on
Conference_Location :
Sabuk
Print_ISBN :
978-1-4799-7494-8
Type :
conf
DOI :
10.1109/IWW-BCI.2015.7073029
Filename :
7073029
Link To Document :
بازگشت