Driver assistance systems to rate drowsiness: A preliminary study

Studies in Computational Intelligence

Volumn 199, Issue , 2009, Pages 415-425

  Bhuiyan, Md Shoaib ^a  

^a SUZUKA UNIVERSITY OF MEDICAL SCIENCE   (Japan)

Author keywords

Detection; Drowsy; Non invasive; Rating; Scale; Sleepy

Indexed keywords

EID: 65449145199     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-00909-9_40     Document Type: Conference Paper

References (28)

1. Åkerstedt, T.: Work hours, slIepiness and accidents: introduction and summary. J. Sleep. Res. 4(2), 1-3 (1995a)
2. Åkerstedt, T.: Work hours, sleepiness and the underlying mechanisms. J. Sleep Res. 4(2), 15-22 (1995b)
3. Brown, I.: Driver Fatigue. Hum Factors 36(2), 298-314 (1994)
4. Dinges, D.: An overview of sleepiness and accidents. J. Sleep Res. 4(2), 4-14 (1995)
5. Horne, J.: Why we sleep, pp. 1-12. Oxford University Press, Oxford (1988)
6. van den Berg, J.: Indicators and Predictors of Sleepiness, PhD Dissertation, Umeå University, Umeå Sweden (2006)
7. Johns, M.W.: A new method for measuring dTytime sleepiness: the Epworth sleepiness scale. Sleep 14(6), 540-545 (1991)
8. Kushida, C. (ed.): Sleep deprivation. Clinical issues, pharmacology and sleep loss effect. Marcell Dekker, New York (2005)
9. Rau, P.S.: Drowsy Driver Detection and Warning System for Commercial Vehicle Drivers: Field Operational Test Design, Data Analyses, and Progress http://www-nrd.nhtsa.dot.gov/pdf/nrd-01/esv/esv19/05-0192-W.pdf (Accessed November 20, 2008)
10. Sharpley, A.: Impact of daytime sleepiness underrated. Lancet. 338, 71 (1996)
11. Åkerstedt, T., Gillberg, M.: Subjective and objective sleepiness in the active individual. Int. J. Neurosci. 52(1-2), 29-37 (1990)
12. Gillberg, M., Kecklund, G., Åkerstedt, T.: Relations between performance and subjective ratings of sleepiness during a night awake. Sleep 17(3), 236-241 (1994)
13. Hoddes, E., Zarcone, V., Smythe, H., Phillips, R., Dement, W.C.: Quantification of sleepiness: A new approach. Psychophysiology 10(4), 431-436 (1973)
14. Kircher, A., Uddman, M., Sandin, J.: Vehicle Control and Drowsiness. Swedish. National Road and Transport Research Institute (May 2002)
15. Klauer, S.G., Dingus, T.A., Neale, V.L., Sudweeks, J.D., Ramsey, D.J.: The impact of driver inattention on near crash/crash risk: An analysis using the 100 Car Naturalistic Driving Study Data (Contract No. DTNH22-00-C-07007, Task order 23). National Highway Traffic Safety Administration, Washington (2006)
16. Knipling, R.R., Wang, J.S.: Revised estimates of the US drowsy driver crash problem size based on general estimates system case reviews. In: Proceedings of the 39th Annual Association for the Advancement of Automotive Medicine, Chicago, IL, pp. 451-466 (1995)
17. Kecklund, G., Åkerstedt, T.: Sleepiness in long distance truck driving: An ambulatory EEG study of night driving. Ergonomics 36(9), 1007-1017 (1993)
18. Martikainen, K., Hasan, J., Urponen, H., Vuori, I., Partinen, M.: Daytime sleepiness: A risk factor in community life. Acta Neurol. Scand. 86(4), 337-341 (1992)
19. Ji, Q., Zhu, Z., Lan, P.: Real-Time Non-intrusive Monitoring and Prediction of Driver Fatigue. IEEE Transactions on Vehicular Technology 53(4), 1052-1068 (2004)
20. Reyner, L.A., Horne, J.A.: Evaluation: "in-car" countermeasures to sleepiness: Cold air and radio. Sleep 21(1), 46-50 (1998)
21. Treat, J.R., Tumbas, N.S., McDonald, S.T., Shinar, R.D., Mayer, R.E., Sansifer, R.L., Castellan, N.J.:TRi-Level Study Of The Causes of Traffic Accidents. Executive Summary, Indiana University, DOT HS 805 099 (May 1979)
22. Wang, J.S., Knipling, R.R., Goodman, M.J.: The role of driver inattention in crashes: New statistics from the 1995 Crashworthiness Data System. In: The 40th Annual Proceedings of the Association for the Advancement of Automotive Medicine, pp. 377-392 (1996)
23. Webster, J.G., Leder, R.: Tiny device in eye glasses could help keep employees awake and safe while on the job. College of Engineering 1997 Annual Report Engineering Ideas for Tomorrow (Accessed November 13, 2008), http://www.engr.wise.edu/news/ar/1997
24. Wierwille, W.W., Ellsworth, L.A., Wreggit, S.S., Fairbanks, R.J., Kirn, C.L.: Research on Vehicle-Based Driver Status/Performance Monitoring: Development, Validation, and Refinement of Algorithms for Detection of Driver Drowsiness. National Highway Traffic Safety Administration Final Paper: DOT HS 808 247, 1994, Publication No. FHWA-MCRT-98-006) (October 1998)
25. Wierwille, W.W., Ellsworth, L.A.: Evaluation of Driver Drowsiness by Trained Raters. Accident Analysis and Prevention 26, 571-581 (1994)
26. Williamson, A.M., Feyer, A.M., Friswell, R.: The impact of work practices on fatigue in long distance truck drivers. Accid. Anal. Prev. 28(6), 709-719 (1996)
27. Wright, N.A., Stone, B.M., Horberry, T.J., Reed, N.: A review of in-vehicle sleepiness detection devices (Published Project Paper 157). Berkshire, UK Transport Research Laboratory (2007)
28. Zilberg, E., Xu, Z.M., Burton, D., Karrar, M., Lal, S.: Methodology and initial analysis results for development of non-invasive and hybrid driver drowsiness detection systems. In: Proc. 2nd Int'l Conf. Wireless Broadband and Ultra Wideband Communications, AusWireless 2007. IEEE, Los Alamitos (2007)