Title :
Preventing lapse in performance using a drowsiness monitoring and management system
Author :
Kuan-Chih Huang ; Tzyy-Ping Jung ; Chun-Hsiang Chuang ; Li-Wei Ko ; Chin-Teng Lin
Author_Institution :
Brain Res. Center, Nat. Chiao-Tung Univ., Hsinchu, Taiwan
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Research on public security, especially the safe manipulation and control of vehicles, has gained increasing attention in recent years. This study proposes a closed-loop drowsiness monitoring and management system that can estimate subjects´ driving performance. The system observes electroencephalographic (EEG) dynamics and behavioral changes, delivers arousing feedback to individuals experiencing momentary cognitive lapses, and assesses the efficacy of the feedback. Results of this study showed that the arousing feedback immediately improved subject performance, which was accompanied by concurrent theta- and alpha-power suppression in the bilateral occipital areas. This study further demonstrated the feasibility of accurately assessing the efficacy of arousing feedback presented to drowsy participants by monitoring the changes in their EEG power spectra.
Keywords :
closed loop systems; electroencephalography; neurophysiology; vehicles; EEG power spectra; bilateral occipital areas; closed-loop drowsiness management system; closed-loop drowsiness monitoring system; concurrent alpha-power suppression; concurrent theta-power suppression; drowsy participants; electroencephalographic dynamics; momentary cognitive lapses; preventing lapse; public security; safe manipulation; vehicle control; Educational institutions; Electroencephalography; Feature extraction; Monitoring; Spectral analysis; Vehicles; Visualization; Adolescent; Adult; Electroencephalography; Feedback; Humans; Monitoring, Physiologic; Sleep Stages; Task Performance and Analysis; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346679