메뉴 건너뛰기




Volumn 4565 LNAI, Issue , 2007, Pages 201-211

EEG-based estimation of mental fatigue: Convergent evidence for a three-state model

Author keywords

Alertness; Augmented cognition; Computational models; EEG; Mental fatigue; Performance monitoring; Situation awareness

Indexed keywords

ELECTROENCEPHALOGRAPHY; MATHEMATICAL MODELS; MEDICAL PROBLEMS; PATIENT MONITORING;

EID: 38049044829     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73216-7_23     Document Type: Conference Paper
Times cited : (60)

References (26)
  • 1
    • 0029616462 scopus 로고
    • An overview of sleepiness and accidents
    • Dinges, D.F.: An overview of sleepiness and accidents. J. Sleep Res. 4 (Suppl), 4-14 (1995)
    • (1995) J. Sleep Res , vol.4 , Issue.SUPPL. , pp. 4-14
    • Dinges, D.F.1
  • 2
    • 38049031109 scopus 로고    scopus 로고
    • Dingus, T.A., Klauer, S.G., Neale, V.L., et al.: The 100-Car Naturalistic Driving Study, Phase II - Results of the 100-Car Field Experiment Performed by Virginia Tech Transportation Institute, Blacksburg, VA, DOT HS 810 593 (April 2006)
    • Dingus, T.A., Klauer, S.G., Neale, V.L., et al.: The 100-Car Naturalistic Driving Study, Phase II - Results of the 100-Car Field Experiment Performed by Virginia Tech Transportation Institute, Blacksburg, VA, DOT HS 810 593 (April 2006)
  • 3
    • 0029005794 scopus 로고
    • Towards measurement of brain function in operational environments
    • Gevins, A., Leong, H., Du, R., Smith, M.E., Le, J., DuRousseau, D., et al.: Towards measurement of brain function in operational environments. Biol. Psychol. 40, 169-186 (1995)
    • (1995) Biol. Psychol , vol.40 , pp. 169-186
    • Gevins, A.1    Leong, H.2    Du, R.3    Smith, M.E.4    Le, J.5    DuRousseau, D.6
  • 4
    • 38049086999 scopus 로고
    • Some practical problems of the alertness indicator
    • Floyd, W.F, Welford, A.T, eds, Oxford, England: H. K. Lewis & Co
    • Kennedy, J.L.: Some practical problems of the alertness indicator. In: Floyd, W.F., Welford, A.T. (eds.) Symposium on Fatigue. Oxford, England: H. K. Lewis & Co (1953)
    • (1953) Symposium on Fatigue
    • Kennedy, J.L.1
  • 5
    • 0025934122 scopus 로고
    • The use of cardiac and eye blink measures to determine flight segment in F4 crews
    • Wilson, G.F., Fisher, F.: The use of cardiac and eye blink measures to determine flight segment in F4 crews. Aviation, Space and Environmental Medicine 62, 959-962 (1991)
    • (1991) Aviation, Space and Environmental Medicine , vol.62 , pp. 959-962
    • Wilson, G.F.1    Fisher, F.2
  • 6
    • 21644476222 scopus 로고    scopus 로고
    • Monitoring and predicting cognitive state and performance via physiological correlates of neuronal signals
    • Russo, M.B., Stetz, M.C., Thomas, M.L.: Monitoring and predicting cognitive state and performance via physiological correlates of neuronal signals. Aviation, Space, and Environmental Medicine 76, C59-C63 (2005)
    • (2005) Aviation, Space, and Environmental Medicine , vol.76
    • Russo, M.B.1    Stetz, M.C.2    Thomas, M.L.3
  • 9
    • 0029001230 scopus 로고
    • Rheoencephalographic and electroencephalographic measures of cognitive workload: Analytical procedures
    • Montgomery, L.D., Montgomery, R.W., Guisado, R.: Rheoencephalographic and electroencephalographic measures of cognitive workload: analytical procedures. Biological Psychology 40, 143-159 (1995)
    • (1995) Biological Psychology , vol.40 , pp. 143-159
    • Montgomery, L.D.1    Montgomery, R.W.2    Guisado, R.3
  • 10
    • 15944411004 scopus 로고    scopus 로고
    • The influence of task demand and learning on the psychophysiological response
    • Fairclough, S.H., Venables, L., Tattersall, A.: The influence of task demand and learning on the psychophysiological response. Intl. J. of Psychophysiology 56, 171-184 (2004)
    • (2004) Intl. J. of Psychophysiology , vol.56 , pp. 171-184
    • Fairclough, S.H.1    Venables, L.2    Tattersall, A.3
  • 11
    • 0033392447 scopus 로고    scopus 로고
    • Detecting transient cognitive impairment with EEG pattern recognition methods
    • Gevins, A., Smith, M.E.: Detecting transient cognitive impairment with EEG pattern recognition methods. Aviation, Space and Environmental Medicine 70, 1018-1024 (1999)
    • (1999) Aviation, Space and Environmental Medicine , vol.70 , pp. 1018-1024
    • Gevins, A.1    Smith, M.E.2
  • 12
    • 0030969897 scopus 로고    scopus 로고
    • High-resolution EEG mapping of cortical activation related to working memory: Effects of task difficulty, type of processing, and practice
    • Gevins, A., Smith, M.E., McEvoy, L., Yu, D.: High-resolution EEG mapping of cortical activation related to working memory: Effects of task difficulty, type of processing, and practice. Cerebral Cortex 7, 374-385 (1997)
    • (1997) Cerebral Cortex , vol.7 , pp. 374-385
    • Gevins, A.1    Smith, M.E.2    McEvoy, L.3    Yu, D.4
  • 13
    • 0001732239 scopus 로고    scopus 로고
    • A comparison of heart rate, eye activity, EEG and subjective measures of pilot mental workload during flight
    • Hankins, T.C., Wilson, G.F.: A comparison of heart rate, eye activity, EEG and subjective measures of pilot mental workload during flight. Aviation, Space, and Environmental Medicine 69, 360-367 (1998)
    • (1998) Aviation, Space, and Environmental Medicine , vol.69 , pp. 360-367
    • Hankins, T.C.1    Wilson, G.F.2
  • 14
    • 0036838374 scopus 로고    scopus 로고
    • The impact of moderate sleep loss on neurophysiologic signals during working-memory task performance
    • Smith, M.E., McEvoy, L.K., Gevins, A.: The impact of moderate sleep loss on neurophysiologic signals during working-memory task performance. Sleep 25, 784-794 (2002)
    • (2002) Sleep , vol.25 , pp. 784-794
    • Smith, M.E.1    McEvoy, L.K.2    Gevins, A.3
  • 15
    • 0032032850 scopus 로고    scopus 로고
    • Monitoring working memory load during computer-based tasks with EEG pattern recognition methods
    • Gevins, A., Smith, M.E., Leong, H., McEvoy, L., Whitfield, S., Du, R., et al.: Monitoring working memory load during computer-based tasks with EEG pattern recognition methods. Human Factors 40, 79-91 (1998)
    • (1998) Human Factors , vol.40 , pp. 79-91
    • Gevins, A.1    Smith, M.E.2    Leong, H.3    McEvoy, L.4    Whitfield, S.5    Du, R.6
  • 17
    • 27544461444 scopus 로고    scopus 로고
    • Trejo, L.J., Kochavi, R., Kubitz, K., Montgomery, L.D., Rosipal, R., Matthews, B.: Measures and models for predicting cognitive fatigue. In: Caldwell, J.A., Wesensten, N.J. (eds.) Biomonitoring for Physiological and Cognitive Performance During Military Operations. In: Proceedings of Symposium OR05 Defense and Security, 28 March-1 April 2005, Kissimmee, FL, Proceedings of SPIE, 5797, pp. 105-115 (2005)
    • Trejo, L.J., Kochavi, R., Kubitz, K., Montgomery, L.D., Rosipal, R., Matthews, B.: Measures and models for predicting cognitive fatigue. In: Caldwell, J.A., Wesensten, N.J. (eds.) Biomonitoring for Physiological and Cognitive Performance During Military Operations. In: Proceedings of Symposium OR05 Defense and Security, 28 March-1 April 2005, Kissimmee, FL, Proceedings of SPIE, 5797, pp. 105-115 (2005)
  • 19
    • 0000880238 scopus 로고
    • Activation-Deactivation Adjective Check List: Current overview and structural analysis
    • 58, 607-614
    • Thayer, R.E.: Activation-Deactivation Adjective Check List: Current overview and structural analysis. Psychological Reports 58, 607-614 (1986)
    • (1986) Psychological Reports
    • Thayer, R.E.1
  • 20
    • 38049046049 scopus 로고    scopus 로고
    • Stern, R.A.: Visual Analogue Mood Scales. Odessa, FL: P.A.R. Inc. (1997)
    • Stern, R.A.: Visual Analogue Mood Scales. Odessa, FL: P.A.R. Inc. (1997)
  • 21
    • 1942516826 scopus 로고    scopus 로고
    • Kernel PLS-SVC for Linear and Nonlinear Classification
    • Washington, DC, pp
    • Rosipal, R., Trejo, L.J., Matthews, B.: Kernel PLS-SVC for Linear and Nonlinear Classification. In: Proceedings of ICML-2003, Washington, DC, pp. 640-647 (2003)
    • (2003) Proceedings of ICML-2003 , pp. 640-647
    • Rosipal, R.1    Trejo, L.J.2    Matthews, B.3
  • 22
    • 38049082940 scopus 로고    scopus 로고
    • Optimal data-based binning for histograms
    • Manuscript submitted
    • Knuth, K.H.: Optimal data-based binning for histograms. Manuscript submitted (2006)
    • (2006)
    • Knuth, K.H.1
  • 23
    • 38049095583 scopus 로고    scopus 로고
    • Prado, R., Zhang, Y.: AR-based probabilistic EEG classifier. Technical report prepared for the ERTAS Project. NASA Ames Research Center, Moffett Field, CA (2005). Available online at http://www.ams.ucsc.edu/raquel/cognitive
    • Prado, R., Zhang, Y.: AR-based probabilistic EEG classifier. Technical report prepared for the ERTAS Project. NASA Ames Research Center, Moffett Field, CA (2005). Available online at http://www.ams.ucsc.edu/raquel/cognitive
  • 24
    • 0027613079 scopus 로고
    • Moment analysis of EEG amplitude histograms and spectral analysis: Relative classification of several behavioral tasks
    • Galbraith, G.C., Wong, E.H.: Moment analysis of EEG amplitude histograms and spectral analysis: Relative classification of several behavioral tasks. Perceptual and Motor Skills 76, 859-866 (1993)
    • (1993) Perceptual and Motor Skills , vol.76 , pp. 859-866
    • Galbraith, G.C.1    Wong, E.H.2
  • 25
    • 0035714147 scopus 로고    scopus 로고
    • Monitoring task loading with multivariate EEG measures during complex forms of human-computer interaction
    • Smith, M.E., Gevins, A., Brown, H., Karnik, A., Du, R.: Monitoring task loading with multivariate EEG measures during complex forms of human-computer interaction. Human Factors 43, 366-380 (2001)
    • (2001) Human Factors , vol.43 , pp. 366-380
    • Smith, M.E.1    Gevins, A.2    Brown, H.3    Karnik, A.4    Du, R.5
  • 26
    • 0344236192 scopus 로고    scopus 로고
    • Operator functional state classification using multiple psychophysiological features in an air traffic control task
    • Wilson, G.F., Russell, C.A.: Operator functional state classification using multiple psychophysiological features in an air traffic control task. Human Factors 45(3), 381-389 (2003)
    • (2003) Human Factors , vol.45 , Issue.3 , pp. 381-389
    • Wilson, G.F.1    Russell, C.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.