DocumentCode
140015
Title
Cognitive workload estimation due to vague visual stimuli using saccadic eye movements
Author
Bodala, Indu P. ; Yu Ke ; Mir, Hasan ; Thakor, Nitish V. ; Al-Nashash, Hasan
Author_Institution
Singapore Inst. for Neurotechnology, Nat. Univ. of Singapore, Singapore, Singapore
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
2993
Lastpage
2996
Abstract
Visual perception is affected by the quality of stimulus. In this paper, we investigate the rise in cognitive workload of an individual performing visual task due to vague visual stimuli. We make use of normalized average peak saccadic velocity to estimate the cognitive workload. Results obtained from 16 human subjects show that the mean of peak saccadic velocity increases with workload indicating that faster saccades are required to obtain information as the workload increases. This technique should find application in assessment of vigilance and cognitive performance in many demanding professional, industrial and transportation situation.
Keywords
biomechanics; cognition; electroencephalography; eye; visual perception; cognitive workload estimation; saccadic eye movements; vague visual stimuli; visual perception; visual task; Degradation; Electroencephalography; Estimation; Image sequences; Indexes; NASA; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6944252
Filename
6944252
Link To Document