Title :
Preliminary results of mental workload and task engagement assessment using electroencephalogram in a space suit
Author :
Rabbi, Ahmed F. ; Zony, A.N. ; De Leon, Phillip ; Fazel-Rezai, Reza
Author_Institution :
Dept. of Electr. Eng., Univ. of North Dakota, Grand Forks, ND, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
In this paper, we present preliminary results of subject´s mental workload and task engagement assessment in an experimental space suit. We have quantified the mental workload and task engagement based on changes in electroencephalogram (EEG). EEG signals were collected from subjects scalp using a commercial wireless EEG device in two experimental conditions - when subjects did not wear space suit (control condition) and when subjects wore space suit. Brain state changes were estimated and compared with the direct responses for different tasks and different conditions. We found that the spacesuit experiment introduced a greater mental workload where subject´s stress levels were higher than control experiment.
Keywords :
electroencephalography; EEG signals; brain state changes; commercial wireless EEG device; electroencephalogram; experimental space suit; mental workload; scalp; task engagement assessment; Aerospace electronics; Brain modeling; Electroencephalography; Extraterrestrial measurements; Humans; Indexes; Wireless communication; Brain; Cognition; Electroencephalography; Humans; Radio Waves; Space Suits; Task Performance and Analysis;
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.2012.6346732