Slow eye movement detection can prevent sleep-related accidents effectively in a simulated driving task

Journal of Sleep Research

Volumn 20, Issue 3, 2011, Pages 416-424

  Shin, Duk ^a   Sakai, Hiroyuki ^b   Uchiyama, Yuji ^b  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b Rd Management Section   (Japan)

Author keywords

Driving simulation; Drowsy driving; SEM detection algorithm; Sleep related accidents; Slow eye movement

Indexed keywords

ACCIDENT PRONENESS; ADULT; ARTICLE; AUDITORY THRESHOLD; CAR DRIVING; CONTROLLED STUDY; ELECTROOCULOGRAM; EYE MOVEMENT; FEMALE; HUMAN; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SLEEP; SLOW EYE MOVEMENT; TASK PERFORMANCE; VELOCITY;

ACCIDENTS, TRAFFIC; ADULT; ALGORITHMS; AUTOMOBILE DRIVING; ELECTROOCULOGRAPHY; EYE MOVEMENT MEASUREMENTS; EYE MOVEMENTS; FEMALE; HUMANS; MALE; SLEEP DEPRIVATION;

EID: 79960266765     PISSN: 09621105     EISSN: 13652869     Source Type: Journal    
DOI: 10.1111/j.1365-2869.2010.00891.x     Document Type: Article

References (27)

1. Atienza, M., Cantero, J. L., Stickgold, R. and Hobson, J. Eyelid movements measured by Nightcap predict slow eye movements during quiet wakefulness in humans. J. Sleep Res., 2004, 13: 25-29.
2. Bon, L. and Lucchetti, C. Activity of neurons related to eye movements during drowsiness in the frontal cortex of the macaca monkey. Sleep, 1997, 20: 501-504.
3. Boukadoum, A. M. and Ktonas, P. Y. EOG-based recording and automated detection of sleep rapid eye movements: a critical review, and some recommendations. Psychophysiology, 1986, 23: 598-611.
4. Fuchs, A. F. and Ron, S. An analysis of rapid eye movements of sleep in the monkey. Electroencephalogr. Clin. Neurophysiol., 1968, 25: 244-251.
5. Groeger, J. A. Understanding Driving. Psychology Press, East Sussex, 2000.
6. Hiroshige, Y. Linear automatic detection of eye movements during the transition between wake and sleep. Psychiatry Clin. Neurosci., 1999, 53: 179-181.
7. Hori, T. Electrodermal and electro-oculographic activity in a hypnagogic state. Psychophysiology, 1982, 19: 668-672.
8. Iguchi, H., Watanabe, K., Kozato, A. and Ishii, N. Wearable electroencephalograph system with preamplified electrodes. Med. Biol. Eng. Comput., 1994, 32: 459-461.
9. Jacobs, L., Feldman, M. and Bender, M. B. Eye movements during sleep. Arch. Neurol., 1971, 25: 151-159.
10. Kinnari, K., Peter, J. H., Pietarinen, A. et al. Vigilance stages and performance in OSAS patients in a monotonous reaction time task. Clin. Neurophysiol., 2000, 111: 1130-1136.
11. Lee, J. D., McGehee, D. V., Brown, T. L. and Reyes, M. L. Collision warning timing, driver distraction, and driver response to imminent rear-end collisions in a high-fidelity driving simulator. Hum. Factors, 2002, 44: 314-334.
12. Liberson, W. T. and Liberson, C. W. EEG records, reaction times, eye movements, respiration and mental content during drowsiness. Recent Adv. Biol. Psychiatry, 1965, 8: 295-302.
13. Livingstone, M. S. and Hubel, D. H. Effects of sleep and arousal on the processing of visual information in the cat. Nature, 1981, 291: 554-561.
14. Magosso, E., Provini, F., Montagna, P. and Ursino, M. A wavelet based method for automatic detection of slow eye movements: a pilot study. Med. Eng. Phys., 2006, 28: 860-875.
15. Marzano, C., Fratello, F., Moroni, F. et al. Slow eye movements and subjective estimates of sleepiness predict EEG power changes during sleep deprivation. Sleep, 2007, 30: 610-616.
16. McCormick, D. A. Cholinergic and noradrenergic modulation of thalamocortical processing. Trends Neurosci., 1989, 12: 215-220.
17. Miles, W. R. Horizontal eye movements at the onset of sleep. Psychol. Rev., 1929, 36: 122-141.
18. Mohebbi, R., Gray, R. and Tan, H. Z. Driver reaction time to tactile and auditory rear-end collision warnings while talking on a cell phone. Hum. Factors, 2009, 51: 102-110.
19. Ogilvie, R. D., McDonagh, D. M., Stone, S. N. and Wilkinson, R. T. Eye movements and the detection of sleep onset. Psychophysiology, 1988, 25: 81-91.
20. Porte, H. S. Slow horizontal eye movement at human sleep onset. J. Sleep Res., 2004, 13: 239-249.
21. Rechtschaffen, A. and Kales, A. A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. Brain Information Service/Brain Research Institute, University of California, Los Angeles, CA, 1968.
22. Santamaria, J. and Chiappa, K. H. The EEG of drowsiness in normal adults. J. Clin. Neurophysiol., 1987, 4: 327-382.
23. Saper, C. B., Scammell, T. E. and Lu, J. Hypothalamic regulation of sleep and circadian rhythms. Nature, 2005, 437: 1257-1263.
24. Suzuki, H., Matsuura, M., Moriguchi, K. et al. Two auto-detection methods for eye movements during eyes closed. Psychiatry Clin. Neurosci., 2001, 55: 197-198.
25. Torsvall, L. and Åkerstedt, T. Extreme sleepiness: quantification of EOG and spectral EEG parameters. Int. J. Neurosci., 1988, 1: 1-10.
26. Värri, A., Hirvonen, K., Häkkinen, V., Hasan, J. and Loula, P. Nonlinear eye movement detection method for drowsiness studies. Int. J. Biomed. Comput., 1996, 43: 227-242.
27. Virkkala, J., Hasan, J., Värri, A., Himanen, S. L. and Müller, K. Automatic sleep stage classification using two-channel electro-oculography. J. Neurosci. Methods, 2007, 166: 109-115.