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Articles

Driving simulator experiments to study drowsiness: A systematic review

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Pages 29-37 | Received 23 Jul 2019, Accepted 12 Dec 2019, Published online: 27 Jan 2020

References

  • Ahlstrom C, Anund A, Fors C, Akerstedt T. 2018a. The effect of daylight versus darkness on driver sleepiness: a driving simulator study. J Sleep Res. 27(3):e12642. doi:10.1111/jsr.12642
  • Ahlstrom C, Anund A, Fors C, Akerstedt T. 2018b. Effects of the road environment on the development of driver sleepiness in young male drivers. Accid Anal Prev. 112:127–134. doi:10.1016/j.aap.2018.01.012
  • Anund A, Kecklund G, Peters B, Forsman A, Lowden A, Åkerstedt T. 2008. Driver impairment at night and its relation to physiological sleepiness. Scand J Work Environ Health. 34(2):142–150. doi:10.5271/sjweh.1193
  • Caponecchia C, Williamson A. 2018. Drowsiness and driving performance on commuter trips. J Saf Res. 66:179–186. doi:10.1016/j.jsr.2018.07.003
  • Chai M, Li S-W, Sun W-C, Guo M-Z, Huang M-Y. 2019. Drowsiness monitoring based on steering wheel status. Transp Res Part D Transp Environ. 66:95–103. doi:. doi:10.1016/j.trd.2018.07.007
  • de Naurois CJ, Bourdin C, Stratulat A, Diaz E, Vercher J-L. 2017. Detection and prediction of driver drowsiness using artificial neural network models. Accid Anal Prev. 126:95–104. doi:https://doi.org/. doi:10.1016/j.aap.2017.11.038
  • Du H, Zhao X, Zhang X, Zhang Y, Rong J. 2015. Effects of fatigue on driving performance under different roadway geometries: a simulator study. Traffic Inj Prev. 16(5):468–473. doi:10.1080/15389588.2014.971155
  • Farahmand B, Boroujerdian AM. 2018. Effect of road geometry on driver fatigue in monotonous environments: a simulator study. Transp Res Part F Traffic Psychol Behav. 58:640–651. doi:10.1016/j.trf.2018.06.021
  • Filtness AJ, Anund A, Fors C, Ahlström C, Åkerstedt T, Kecklund G. 2014. Sleep-related eye symptoms and their potential for identifying driver sleepiness. J Sleep Res. 23(5):568–575. doi:10.1111/jsr.12163
  • Forsman PM, Vila BJ, Short RA, Mott CG, Dongen H V. 2013. Efficient driver drowsiness detection at moderate levels of drowsiness. Accid Anal Prev. 50:341–350. doi:10.1016/j.aap.2012.05.005
  • Gaspar JG, Brown TL, Schwarz CW, Lee JD, Kang J, Higgins JS. 2017. Evaluating driver drowsiness countermeasures. Traffic Inj Prev. 18(sup1):S58–S63. doi:10.1080/15389588.2017.1303140
  • He J, Choi W, Yang Y, Lu J, Wu X, Peng K. 2017. Detection of driver drowsiness using wearable devices: a feasibility study of the proximity sensor. Appl Ergon. 65:473–480. doi:10.1016/j.apergo.2017.02.016
  • Howard ME, Jackson M L, Berlowitz D, O’Donoghue F, Swann P, Westlake J, Wilkinson V, Pierce RJ. 2014. Specific sleepiness symptoms are indicators of performance impairment during sleep deprivation. Accid Anal Prev. 62:1–8. doi:10.1016/j.aap.2013.09.003
  • Jackson ML, Raj S, Croft RJ, Hayley AC, Downey LA, Kennedy GA, Howard ME. 2016. Slow eyelid closure as a measure of driver drowsiness and its relationship to performance. Traffic Inj Prev. 17(3):251–257. doi:10.1080/15389588.2015.1055327
  • Kosmadopoulos A, Sargent C, Zhou X, Darwent D, Matthews RW, Dawson D, Roach GD. 2017. The efficacy of objective and subjective predictors of driving performance during sleep restriction and circadian misalignment. Accid Anal Prev. 99:445–451. doi:10.1016/j.aap.2015.10.014
  • Lenné M, Jacobs E. 2016. Predicting drowsiness-related driving events: a review of recent research methods and future opportunities. Theor Issues Ergon Sci. 17:1–21. doi:10.1080/1463922X.2016.1155239
  • McDonald AD, Lee JD, Schwarz C, Brown TL. 2014. Steering in a random forest: ensemble learning for detecting drowsiness-related lane departures. Hum Factors. 56(5):986–998. doi:10.1177/0018720813515272
  • Morales JM, Díaz-Piedra C, Rieiro H, Roca-González J, Romero S, Catena A, Fuentes LJ, Di Stasi LL. 2017. Monitoring driver fatigue using a single-channel electroencephalographic device: A validation study by gaze-based, driving performance, and subjective data. Accid Anal Prev. 109:62–69. doi:10.1016/j.aap.2017.09.025
  • Morris DM, Pilcher JJ, Switzer Iii FS. 2015. Lane heading difference: an innovative model for drowsy driving detection using retrospective analysis around curves. Accid Anal Prev. 80:117–124. doi:10.1016/j.aap.2015.04.007
  • Sahayadhas A, Sundaraj K, Murugappan M. 2012. Detecting driver drowsiness based on sensors: a review. Sensors (Basel). 12(12):16937–16953. doi:10.3390/s121216937
  • Sun Y, Yu X. 2014. An innovative nonintrusive driver assistance system for vital signal monitoring. IEEE J Biomed Health Inform. 18(6):1932–1939. doi:10.1109/JBHI.2014.2305403
  • Vadeby A, Forsman Å, Kecklund G, Åkerstedt T, Sandberg D, Anund A. 2010. Sleepiness and prediction of driver impairment in simulator studies using a Cox proportional hazard approach. Accid Anal Prev. 42(3):835–841. doi:10.1016/j.aap.2009.09.023
  • Wang J, Sun S, Fang S, Fu T, Stipancic J. 2017. Predicting drowsy driving in real-time situations: Using an advanced driving simulator, accelerated failure time model, and virtual location-based services. Accid Anal Prev. 99(A):321–329. doi:10.1016/j.aap.2016.12.014
  • Wang X, Xu C. 2016. Driver drowsiness detection based on non-intrusive metrics considering individual specifics. Accid Anal Prev. 95:350–357. doi:10.1016/j.aap.2015.09.002
  • Wierwille WW, Ellsworth LA. 1994. Evaluation of driver drowsiness by trained raters. Accid Anal Prev. 26(5):571–581. doi:10.1016/0001-4575(94)90019-1
  • Williamson A, Friswell R, Olivier J, Grzebieta R. 2014. Are drivers aware of sleepiness and increasing crash risk while driving? Accid Anal Prev. 70:225–234.

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