DocumentCode
2570456
Title
Evaluation of mental workload by fluctuation analysis of pupil area
Author
Murata, Atsuo ; Iwase, Hirokazu
Author_Institution
Dept. of Comput. Sci., Hiroshima City Univ., Japan
Volume
6
fYear
1998
fDate
29 Oct-1 Nov 1998
Firstpage
3094
Abstract
It is generally known that the pupil is regulated by the autonomic nervous system. In this study, an attempt was made to assess mental workload on the basis of fluctuation rhythm of pupil area. Controlling the respiration interval, the pupil area during mental tasking was measured for 1 min. The respiration curve was measured simultaneously to monitor the respiration interval. Two mental tasks were used. One was a division task, the work level of which was set to two, three, four and five number of digits of the dividend. The other was a Sternberg memory search task, which had four work levels defined by the number of memory set. In the Sternberg memory search, the number of memory sets changed from five to eight. In such a way, the mental workload induced by mental loading was changed. As a result of calculating an AR power spectrum, we could observe two peaks which corresponded to the blood pressure variation and respiratory sinus arrhythmia under a low workload condition. With increasing workload, the spectral peak related to the respiratory sinus arrhythmia disappeared. The ratio of the power at the low frequency band (from 0.05-0.15 Hz) to the power at the respiration frequency band (from 0.35-0.4 Hz) increased with work level. In conclusion, the fluctuation of the pupil area can be used as a promising means to evaluate mental workload or autonomic function to supplement well-used heart rate variability measures
Keywords
autoregressive processes; eye; maximum entropy methods; neurophysiology; spectral analysis; Sternberg memory search task; autonomic nervous system; autoregressive power spectrum; blood pressure variation; division task; fluctuation analysis; heart rate variability; maximum entropy method; mental tasking; mental workload evaluation; pupil area; respiration interval control; respiratory sinus arrhythmia; Area measurement; Arterial blood pressure; Autonomic nervous system; Biomedical monitoring; Blood pressure; Fluctuations; Frequency; Heart rate variability; Parasympathetic nervous system; Rhythm;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location
Hong Kong
ISSN
1094-687X
Print_ISBN
0-7803-5164-9
Type
conf
DOI
10.1109/IEMBS.1998.746146
Filename
746146
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