Title :
Development of passive BCIs for user-state monitoring with smart IT systems
Author :
Jinsoo Kim ; Min-Ki Kim ; Sung-Phil Kim
Author_Institution :
Dept. of Brain & Cognitive Eng., Korea Univ., Seoul, South Korea
Abstract :
This study demonstrates a feasible online user-state monitoring system using an affordable consumer-grade wireless brain wave headset. The system was able to track the workload level in real-time with approximately 78% accuracy.
Keywords :
brain-computer interfaces; electroencephalography; interactive devices; medical signal processing; brain-computer interfaces; consumer-grade wireless brain wave headset; information technology; passive BCI; smart IT systems; user-state monitoring; Educational institutions; Electroencephalography; Feature extraction; Headphones; Monitoring; Real-time systems; Wireless communication; brain-computer interface; mental workload; online;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884525
