메뉴 건너뛰기




Volumn 26, Issue , 2013, Pages 20-32

Fit-for-duty test for estimation of drivers' sleepiness level: Eye movements improve the sleep/wake predictor

Author keywords

Driver sleepiness; Eye movements; Field study; Fit for duty test

Indexed keywords

FEATURE EXTRACTION; ROADS AND STREETS; SLEEP RESEARCH;

EID: 84865833172     PISSN: 0968090X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trc.2012.07.008     Document Type: Article
Times cited : (63)

References (60)
  • 1
    • 18044373438 scopus 로고    scopus 로고
    • Consensus statement: fatigue and accidents in transport operations
    • Åkerstedt T. Consensus statement: fatigue and accidents in transport operations. J. Sleep Res. 2000, 9(4):395.
    • (2000) J. Sleep Res. , vol.9 , Issue.4 , pp. 395
    • Åkerstedt, T.1
  • 2
    • 0025429130 scopus 로고
    • Subjective and objective sleepiness in the active individual
    • Åkerstedt T., Gillberg M. Subjective and objective sleepiness in the active individual. Int. J. Neurosci. 1990, 52(1-2):29-37.
    • (1990) Int. J. Neurosci. , vol.52 , Issue.1-2 , pp. 29-37
    • Åkerstedt, T.1    Gillberg, M.2
  • 3
    • 1442353681 scopus 로고    scopus 로고
    • Predictions from the three-process model of alertness
    • Åkerstedt T., Folkard S., Portin C. Predictions from the three-process model of alertness. Aviat. Space Environ. Med. 2004, 75(Suppl. 3):A75-A83.
    • (2004) Aviat. Space Environ. Med. , vol.75 , Issue.SUPPL. 3
    • Åkerstedt, T.1    Folkard, S.2    Portin, C.3
  • 4
    • 46149100035 scopus 로고    scopus 로고
    • Predicting road crashes from a mathematical model of alertness regulation - the sleep/wake predictor
    • Åkerstedt T., Connor J., Gray A., Kecklund G. Predicting road crashes from a mathematical model of alertness regulation - the sleep/wake predictor. Accid. Anal. Prev. 2008, 40(4):1480-1485.
    • (2008) Accid. Anal. Prev. , vol.40 , Issue.4 , pp. 1480-1485
    • Åkerstedt, T.1    Connor, J.2    Gray, A.3    Kecklund, G.4
  • 5
    • 77952663834 scopus 로고    scopus 로고
    • Reaction of sleepiness indicators to partial sleep deprivation, time of day and time on task in a driving simulator - the DROWSI project
    • Åkerstedt T., Ingre M., Kecklund G., Anund A., Sandberg D., Wahde M., Philip P., Kronberg P. Reaction of sleepiness indicators to partial sleep deprivation, time of day and time on task in a driving simulator - the DROWSI project. J. Sleep Res. 2010, 19(2):298-309.
    • (2010) J. Sleep Res. , vol.19 , Issue.2 , pp. 298-309
    • Åkerstedt, T.1    Ingre, M.2    Kecklund, G.3    Anund, A.4    Sandberg, D.5    Wahde, M.6    Philip, P.7    Kronberg, P.8
  • 7
    • 0016762224 scopus 로고
    • Overlapping saccades and glissades are produced by fatigue in the saccadic eye movement system
    • Bahill A.T., Stark L. Overlapping saccades and glissades are produced by fatigue in the saccadic eye movement system. Exp. Neurol. 1975, 48(1):95-106.
    • (1975) Exp. Neurol. , vol.48 , Issue.1 , pp. 95-106
    • Bahill, A.T.1    Stark, L.2
  • 8
    • 84872675555 scopus 로고    scopus 로고
    • Fitness for Duty: Fatigue, Drugs and Alcohol, Mining and Quarrying, Occupational Health and Safety Committee, University of South Australia.
    • Baker, A., Ferguson, S.A., Dawson, D., 2002. Fitness for Duty: Fatigue, Drugs and Alcohol, Mining and Quarrying, Occupational Health and Safety Committee, University of South Australia.
    • (2002)
    • Baker, A.1    Ferguson, S.A.2    Dawson, D.3
  • 9
    • 79958113789 scopus 로고    scopus 로고
    • An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies
    • Barr, L., Popkin, S., Howarth, H., 2009. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies.
    • (2009)
    • Barr, L.1    Popkin, S.2    Howarth, H.3
  • 10
    • 80054035086 scopus 로고    scopus 로고
    • Fitness for duty: a 3-minute version of the Psychomotor Vigilance Test predicts fatigue-related declines in luggage-screening performance
    • Basner M., Rubinstein J. Fitness for duty: a 3-minute version of the Psychomotor Vigilance Test predicts fatigue-related declines in luggage-screening performance. J. Occup. Environ. Med. 2011, 53(10):1146-1154.
    • (2011) J. Occup. Environ. Med. , vol.53 , Issue.10 , pp. 1146-1154
    • Basner, M.1    Rubinstein, J.2
  • 12
    • 33644924037 scopus 로고    scopus 로고
    • Total sleep deprivation effect on disengagement of spatial attention as assessed by saccadic eye movements
    • Bocca M.L., Denise P. Total sleep deprivation effect on disengagement of spatial attention as assessed by saccadic eye movements. Clin. Neurophysiol. 2006, 117(4):894-899.
    • (2006) Clin. Neurophysiol. , vol.117 , Issue.4 , pp. 894-899
    • Bocca, M.L.1    Denise, P.2
  • 13
    • 0038311600 scopus 로고    scopus 로고
    • Experimental evaluation of eye-blink parameters as a drowsiness measure
    • Caffier P.P., Erdmann U., Ullsperger P. Experimental evaluation of eye-blink parameters as a drowsiness measure. Eur. J. Appl. Physiol. 2003, 89(3-4):319-325.
    • (2003) Eur. J. Appl. Physiol. , vol.89 , Issue.3-4 , pp. 319-325
    • Caffier, P.P.1    Erdmann, U.2    Ullsperger, P.3
  • 14
    • 0023277036 scopus 로고
    • Guidelines for the multiple sleep latency test (MSLT): a standard measure of sleepiness
    • Carskadon M.A., Dement W.C., Mitler M.M., Roth T., Westbrook P.R., Keenan S. Guidelines for the multiple sleep latency test (MSLT): a standard measure of sleepiness. Sleep 1986, 9(4):519-524.
    • (1986) Sleep , vol.9 , Issue.4 , pp. 519-524
    • Carskadon, M.A.1    Dement, W.C.2    Mitler, M.M.3    Roth, T.4    Westbrook, P.R.5    Keenan, S.6
  • 15
    • 34247244642 scopus 로고    scopus 로고
    • Functional neuroimaging correlates of mental fatigue induced by cognition among chronic fatigue syndrome patients and controls
    • Cook D.B., O'Connor P.J., Lange G., Steffener J. Functional neuroimaging correlates of mental fatigue induced by cognition among chronic fatigue syndrome patients and controls. Neuroimage 2007, 36(1):108-122.
    • (2007) Neuroimage , vol.36 , Issue.1 , pp. 108-122
    • Cook, D.B.1    O'Connor, P.J.2    Lange, G.3    Steffener, J.4
  • 16
    • 0034307946 scopus 로고    scopus 로고
    • Oculomotor impairment after 1 night of total sleep deprivation: a dissociation between measures of speed and accuracy
    • De Gennaro L., Ferrara M., Urbani L., Bertini M. Oculomotor impairment after 1 night of total sleep deprivation: a dissociation between measures of speed and accuracy. Clin. Neurophysiol. 2000, 111(10):1771-1778.
    • (2000) Clin. Neurophysiol. , vol.111 , Issue.10 , pp. 1771-1778
    • De Gennaro, L.1    Ferrara, M.2    Urbani, L.3    Bertini, M.4
  • 18
    • 78649739679 scopus 로고    scopus 로고
    • Managing fatigue by drowsiness detection: can technological promises be realised
    • In: Third International Conference on Fatigue and Transportation, Fremantle, Western Australia
    • Dinges, D.F., Mallis, M.M., 1998. Managing fatigue by drowsiness detection: can technological promises be realised. In: Third International Conference on Fatigue and Transportation, Fremantle, Western Australia, pp. 15-17.
    • (1998) , pp. 15-17
    • Dinges, D.F.1    Mallis, M.M.2
  • 19
    • 0037381915 scopus 로고    scopus 로고
    • Microsaccades uncover the orientation of covert attention
    • Engbert R., Kliegl R. Microsaccades uncover the orientation of covert attention. Vision Res. 2003, 43(9):1035-1045.
    • (2003) Vision Res. , vol.43 , Issue.9 , pp. 1035-1045
    • Engbert, R.1    Kliegl, R.2
  • 20
    • 63049117262 scopus 로고    scopus 로고
    • Effects of 24-hour and 36-hour sleep deprivation on smooth pursuit and saccadic eye movements
    • Fransson P.A., Patel M., Magnusson M., Berg S., Almbladh P., Gomez S. Effects of 24-hour and 36-hour sleep deprivation on smooth pursuit and saccadic eye movements. J. Vestib. Res. 2008, 18(4):209-222.
    • (2008) J. Vestib. Res. , vol.18 , Issue.4 , pp. 209-222
    • Fransson, P.A.1    Patel, M.2    Magnusson, M.3    Berg, S.4    Almbladh, P.5    Gomez, S.6
  • 21
    • 0029887960 scopus 로고    scopus 로고
    • Sleepiness and performance of professional drivers in a truck simulator - comparisons between day and night driving
    • Gillberg M., Kecklund G., Akerstedt T. Sleepiness and performance of professional drivers in a truck simulator - comparisons between day and night driving. J. Sleep Res. 1996, 5(1):12-15.
    • (1996) J. Sleep Res. , vol.5 , Issue.1 , pp. 12-15
    • Gillberg, M.1    Kecklund, G.2    Akerstedt, T.3
  • 22
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • Guyon I., Elisseeff A. An introduction to variable and feature selection. J. Mach. Learn. Res. 2003, 3(7-8):1157-1182.
    • (2003) J. Mach. Learn. Res. , vol.3 , Issue.7-8 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 23
    • 84872679431 scopus 로고    scopus 로고
    • PERCLOS+: Moving Beyond Single-Metric Drowsiness Monitors. SAE Technical Paper 2008-01-2692.
    • Hanowski, R., Bowman, D., Alden, A., Wierwille, W., Alden, A., Carroll, R., 2008. PERCLOS+: Moving Beyond Single-Metric Drowsiness Monitors. SAE Technical Paper 2008-01-2692.
    • (2008)
    • Hanowski, R.1    Bowman, D.2    Alden, A.3    Wierwille, W.4    Alden, A.5    Carroll, R.6
  • 25
    • 0028908891 scopus 로고
    • Sleep related vehicle accidents
    • Horne J.A., Reyner L.A. Sleep related vehicle accidents. BMJ 1995, 310(6979):565-567.
    • (1995) BMJ , vol.310 , Issue.6979 , pp. 565-567
    • Horne, J.A.1    Reyner, L.A.2
  • 26
    • 33645099046 scopus 로고    scopus 로고
    • Subjective sleepiness, simulated driving performance and blink duration: examining individual differences
    • Ingre M., Akerstedt T., Peters B., Anund A., Kecklund G. Subjective sleepiness, simulated driving performance and blink duration: examining individual differences. J. Sleep Res. 2006, 15(1):47-53.
    • (2006) J. Sleep Res. , vol.15 , Issue.1 , pp. 47-53
    • Ingre, M.1    Akerstedt, T.2    Peters, B.3    Anund, A.4    Kecklund, G.5
  • 28
    • 0027656383 scopus 로고
    • Sleepiness in long distance truck driving: an ambulatory EEG study of night driving
    • Kecklund G., Åkerstedt T. Sleepiness in long distance truck driving: an ambulatory EEG study of night driving. Ergonomics 1993, 36(9):1007-1017.
    • (1993) Ergonomics , vol.36 , Issue.9 , pp. 1007-1017
    • Kecklund, G.1    Åkerstedt, T.2
  • 29
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • Kohavi R., John G.H. Wrappers for feature subset selection. Artif. Intell. 1997, 97(1-2):273-324.
    • (1997) Artif. Intell. , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 31
    • 70349163366 scopus 로고    scopus 로고
    • Predicting driver drowsiness using vehicle measures: recent insights and future challenges
    • Liu C.C., Hosking S.G., Lenne M.G. Predicting driver drowsiness using vehicle measures: recent insights and future challenges. J. Safety Res. 2009, 40(4):239-245.
    • (2009) J. Safety Res. , vol.40 , Issue.4 , pp. 239-245
    • Liu, C.C.1    Hosking, S.G.2    Lenne, M.G.3
  • 32
    • 0022760897 scopus 로고
    • Pattern of eyelid motion predictive of decision errors during drowsiness: oculomotor indices of altered states
    • Lobb M.L., Stern J.A. Pattern of eyelid motion predictive of decision errors during drowsiness: oculomotor indices of altered states. Int. J. Neurosci. 1986, 30(1-2):17-22.
    • (1986) Int. J. Neurosci. , vol.30 , Issue.1-2 , pp. 17-22
    • Lobb, M.L.1    Stern, J.A.2
  • 34
    • 18344409275 scopus 로고    scopus 로고
    • Mathematical procedures in data recording and processing of pupillary fatigue waves
    • Ludtke H., Wilhelm B., Adler M., Schaeffel F., Wilhelm H. Mathematical procedures in data recording and processing of pupillary fatigue waves. Vision Res. 1998, 38(19):2889-2896.
    • (1998) Vision Res. , vol.38 , Issue.19 , pp. 2889-2896
    • Ludtke, H.1    Wilhelm, B.2    Adler, M.3    Schaeffel, F.4    Wilhelm, H.5
  • 35
    • 67449083243 scopus 로고    scopus 로고
    • Sleepiness and vigilance tests
    • Mathis J., Hess C.W. Sleepiness and vigilance tests. Swiss Med. Wkly. 2009, 139(15-16):214-219.
    • (2009) Swiss Med. Wkly. , vol.139 , Issue.15-16 , pp. 214-219
    • Mathis, J.1    Hess, C.W.2
  • 36
    • 0031173038 scopus 로고    scopus 로고
    • Sleepiness and driving: the experience of U.K. car drivers
    • Maycock G. Sleepiness and driving: the experience of U.K. car drivers. Accid. Anal. Prev. 1997, 29(4):453-462.
    • (1997) Accid. Anal. Prev. , vol.29 , Issue.4 , pp. 453-462
    • Maycock, G.1
  • 37
    • 0001395610 scopus 로고
    • Ocular dominance in human adults
    • Miles W.R. Ocular dominance in human adults. J. Gen. Psychol. 1930, 3:412-430.
    • (1930) J. Gen. Psychol. , vol.3 , pp. 412-430
    • Miles, W.R.1
  • 38
    • 0002669035 scopus 로고    scopus 로고
    • Evaluating sleepiness
    • In: Kryger, M.H., Roth, T., Dement, W.C. (Eds.), Principles and Practice of Sleep Medicine. W.B. Saunders Company, Philadelphia, USA
    • Mitler, M.M., Carskadon, M., Hirshkowitz, M., 2004. Evaluating sleepiness. In: Kryger, M.H., Roth, T., Dement, W.C. (Eds.), Principles and Practice of Sleep Medicine. W.B. Saunders Company, Philadelphia, USA, pp. 1251-1257.
    • (2004) , pp. 1251-1257
    • Mitler, M.M.1    Carskadon, M.2    Hirshkowitz, M.3
  • 39
    • 67349284346 scopus 로고    scopus 로고
    • Ocular parameters as an objective tool for the assessment of truck drivers fatigue
    • Morad Y., Barkana Y., Zadok D., Hartstein M., Pras E., Bar-Dayan Y. Ocular parameters as an objective tool for the assessment of truck drivers fatigue. Accid. Anal. Prev. 2009, 41(4):856-860.
    • (2009) Accid. Anal. Prev. , vol.41 , Issue.4 , pp. 856-860
    • Morad, Y.1    Barkana, Y.2    Zadok, D.3    Hartstein, M.4    Pras, E.5    Bar-Dayan, Y.6
  • 40
    • 0343293981 scopus 로고    scopus 로고
    • Saccadic eye movement disturbances in whiplash patients with persistent complaints
    • Mosimann U.P., Muri R.M., Felblinger J., Radanov B.P. Saccadic eye movement disturbances in whiplash patients with persistent complaints. Brain 2000, 123(Pt 4):828-835.
    • (2000) Brain , vol.123 , Issue.PART 4 , pp. 828-835
    • Mosimann, U.P.1    Muri, R.M.2    Felblinger, J.3    Radanov, B.P.4
  • 41
    • 84872686809 scopus 로고    scopus 로고
    • NTSB, Evaluation of the US Department of Transportation Efforts in the 1990s to Address Operator Fatigue, Safety Report, Washington, DC, US.
    • NTSB, 1999. Evaluation of the US Department of Transportation Efforts in the 1990s to Address Operator Fatigue, Safety Report, Washington, DC, US.
    • (1999)
  • 42
    • 0035820403 scopus 로고    scopus 로고
    • Fatigue, alcohol, and serious road crashes in France: factorial study of national data
    • Philip P., Vervialle F., Le Breton P., Taillard J., Horne J.A. Fatigue, alcohol, and serious road crashes in France: factorial study of national data. BMJ 2001, 322(7290):829-830.
    • (2001) BMJ , vol.322 , Issue.7290 , pp. 829-830
    • Philip, P.1    Vervialle, F.2    Le Breton, P.3    Taillard, J.4    Horne, J.A.5
  • 43
    • 0026517779 scopus 로고
    • Maintenance of wakefulness test in obstructive sleep apnea syndrome
    • Poceta J.S., Timms R.M., Jeong D.U., Ho S.L., Erman M.K., Mitler M.M. Maintenance of wakefulness test in obstructive sleep apnea syndrome. Chest 1992, 101(4):893-897.
    • (1992) Chest , vol.101 , Issue.4 , pp. 893-897
    • Poceta, J.S.1    Timms, R.M.2    Jeong, D.U.3    Ho, S.L.4    Erman, M.K.5    Mitler, M.M.6
  • 44
    • 0032444486 scopus 로고    scopus 로고
    • Smooth pursuit and saccadic eye movements as possible indicators of nighttime sleepiness
    • Porcu S., Ferrara M., Urbani L., Bellatreccia A., Casagrande M. Smooth pursuit and saccadic eye movements as possible indicators of nighttime sleepiness. Physiol. Behav. 1998, 65(3):437-443.
    • (1998) Physiol. Behav. , vol.65 , Issue.3 , pp. 437-443
    • Porcu, S.1    Ferrara, M.2    Urbani, L.3    Bellatreccia, A.4    Casagrande, M.5
  • 45
    • 0028547556 scopus 로고
    • Floating search methods in feature-selection
    • Pudil P., Novovicova J., Kittler J. Floating search methods in feature-selection. Pattern Recogn. Lett. 1994, 15(11):1119-1125.
    • (1994) Pattern Recogn. Lett. , vol.15 , Issue.11 , pp. 1119-1125
    • Pudil, P.1    Novovicova, J.2    Kittler, J.3
  • 46
    • 3242814743 scopus 로고    scopus 로고
    • Sleep-related fatal vehicle accidents: characteristics of decisions made by multidisciplinary investigation teams
    • Radun I., Summala H. Sleep-related fatal vehicle accidents: characteristics of decisions made by multidisciplinary investigation teams. Sleep 2004, 27(2):224-227.
    • (2004) Sleep , vol.27 , Issue.2 , pp. 224-227
    • Radun, I.1    Summala, H.2
  • 47
    • 84872684113 scopus 로고
    • A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. US Department of Health, Education and Welfare, Public Health Service, Bethesda.
    • Rechtschaffen, A., Kales, A., 1968. A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. US Department of Health, Education and Welfare, Public Health Service, Bethesda.
    • (1968)
    • Rechtschaffen, A.1    Kales, A.2
  • 48
    • 0031959086 scopus 로고    scopus 로고
    • Falling asleep whilst driving: are drivers aware of prior sleepiness?
    • Reyner L.A., Horne J.A. Falling asleep whilst driving: are drivers aware of prior sleepiness?. Int. J. Legal Med. 1998, 111(3):120-123.
    • (1998) Int. J. Legal Med. , vol.111 , Issue.3 , pp. 120-123
    • Reyner, L.A.1    Horne, J.A.2
  • 51
    • 80053516876 scopus 로고    scopus 로고
    • The characteristics of sleepiness during real driving at night - a study of driving performance, physiology and subjective experience
    • Sandberg D., Anund A., Fors C., Kecklund G., Karlsson J.G., Wahde M., Akerstedt T. The characteristics of sleepiness during real driving at night - a study of driving performance, physiology and subjective experience. Sleep 2011, 34(10):1317-1325.
    • (2011) Sleep , vol.34 , Issue.10 , pp. 1317-1325
    • Sandberg, D.1    Anund, A.2    Fors, C.3    Kecklund, G.4    Karlsson, J.G.5    Wahde, M.6    Akerstedt, T.7
  • 52
  • 54
    • 46249112789 scopus 로고    scopus 로고
    • Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired?
    • Schleicher R., Galley N., Briest S., Galley L. Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired?. Ergonomics 2008, 51(7):982-1010.
    • (2008) Ergonomics , vol.51 , Issue.7 , pp. 982-1010
    • Schleicher, R.1    Galley, N.2    Briest, S.3    Galley, L.4
  • 55
    • 0001455841 scopus 로고
    • The development of a lowcost portable system for the detection of truck driver fatigue
    • In: 34th Annual Conference Association for the Advancement of Automotive Medicine, Scottsdale, Arizona, USA.
    • Stein, A.C., Parseghian, Z., Allen, R.W., Haynes, J.T., 1990. The development of a lowcost portable system for the detection of truck driver fatigue. In: 34th Annual Conference Association for the Advancement of Automotive Medicine, Scottsdale, Arizona, USA.
    • (1990)
    • Stein, A.C.1    Parseghian, Z.2    Allen, R.W.3    Haynes, J.T.4
  • 57
    • 0023957638 scopus 로고
    • Extreme sleepiness: quantification of EOG and spectral EEG parameters
    • Torsvall L., Åkerstedt T. Extreme sleepiness: quantification of EOG and spectral EEG parameters. Int. J. Neurosci. 1988, 38(3-4):435-441.
    • (1988) Int. J. Neurosci. , vol.38 , Issue.3-4 , pp. 435-441
    • Torsvall, L.1    Åkerstedt, T.2
  • 58
    • 0032079787 scopus 로고    scopus 로고
    • Glissadic saccades: a possible measure of vigilance
    • Wang L. Glissadic saccades: a possible measure of vigilance. Ergonomics 1998, 41(5):721-732.
    • (1998) Ergonomics , vol.41 , Issue.5 , pp. 721-732
    • Wang, L.1
  • 60
    • 24644470414 scopus 로고    scopus 로고
    • Differential effects of sleep deprivation on saccadic eye movements
    • Zils E., Sprenger A., Heide W., Born J., Gais S. Differential effects of sleep deprivation on saccadic eye movements. Sleep 2005, 28(9):1109-1115.
    • (2005) Sleep , vol.28 , Issue.9 , pp. 1109-1115
    • Zils, E.1    Sprenger, A.2    Heide, W.3    Born, J.4    Gais, S.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.