Get ready for automated driving using Virtual Reality

Accident Analysis and Prevention

Volumn 118, Issue , 2018, Pages 102-113

  Sportillo, Daniele ^a,b   Paljic, Alexis ^a   Ojeda, Luciano ^b  

^a PSL RESEARCH UNIVERSITY   (France)

^b PSA Group   (France)

Author keywords

Conditionally automated vehicles; Head Mounted Display; Take over request; Training; Virtual Reality

Indexed keywords

AUTOMATION; DRIVER TRAINING; HELMET MOUNTED DISPLAYS; MOTOR TRANSPORTATION; PERSONNEL TRAINING; STREET TRAFFIC CONTROL; VEHICLES; VIRTUAL REALITY;

AUTOMATED VEHICLES; CAR AND ROAD SAFETY; DRIVER INTERACTION; FIXED BASE SIMULATORS; HEAD MOUNTED DISPLAYS; INTERACTION SKILLS; TAKE-OVER REQUEST; VIRTUAL REALITY TRAINING;

E-LEARNING;

ADULT; AGED; AUTOMATION; CAR DRIVING; COMPUTER INTERFACE; CONSUMER ATTITUDE; CONTROLLED STUDY; EDUCATION; HUMAN; MIDDLE AGED; MOTOR VEHICLE; PROGRAM EVALUATION; PSYCHOMOTOR PERFORMANCE; RANDOMIZED CONTROLLED TRIAL; SELF REPORT; VIRTUAL REALITY; YOUNG ADULT;

ADULT; AGED; AUTOMATION; AUTOMOBILE DRIVING; CONSUMER BEHAVIOR; EDUCATION, NONPROFESSIONAL; HUMANS; MIDDLE AGED; MOTOR VEHICLES; PROGRAM EVALUATION; PSYCHOMOTOR PERFORMANCE; SELF REPORT; USER-COMPUTER INTERFACE; VIRTUAL REALITY; YOUNG ADULT;

EID: 85048169508     PISSN: 00014575     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aap.2018.06.003     Document Type: Article

References (47)

1. Avveduto, G., Tanca, C., Lorenzini, C., Tecchia, F., Carrozzino, M., Bergamasco, M., Safety training using virtual reality: a comparative approach. International Conference on Augmented Reality, Virtual Reality and Computer Graphics, Springer, 2017, 148–163.
2. Aykent, B., Yang, Z., Merienne, F., Kemeny, A., Simulation sickness comparison between a limited field of view virtual reality head mounted display (oculus) and a medium range field of view static ecological driving simulator (ECO2). Driving Simulation Conference Europe 2014 Proceedings, Society for Modeling & Simulation International, 2014, 65–71.
3. Bazilinskyy, P., Eriksson, A., Petermeijer, B., de Winter, J., Usefulness and Satisfaction of Take-Over Requests for Highly Automated Driving. 2013.
4. Braunagel, C., Rosenstiel, W., Kasneci, E., Ready for take-over? A new driver assistance system for an automated classification of driver take-over readiness. IEEE Intell. Transp. Syst. Mag. 9:4 (2017), 10–22.
5. Bueno, M., Dogan, E., Selem, F.H., Monacelli, E., Boverie, S., Guillaume, A., How different mental workload levels affect the take-over control after automated driving. 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2016, 2040–2045.
6. Casner, S.M., Geven, R.W., Williams, K.T., The effectiveness of airline pilot training for abnormal events. Hum. Fact. 55:3 (2013), 477–485.
7. Casner, S.M., Hutchins, E.L., Norman, D., The challenges of partially automated driving. Commun. ACM 59:5 (2016), 70–77.
8. Citroen DS3. https://www.turbosquid.com/3d-models/citroen-ds3-city-car-max/577206.
9. Dalgarno, B., Lee, M.J., What are the learning affordances of 3-d virtual environments?. Br. J. Educ. Technol. 41:1 (2010), 10–32.
10. De Winter, J., Van Leeuwen, P., Happee, R., Advantages and disadvantages of driving simulators: a discussion. Proceedings of Measuring Behavior, 2012, 47–50.
11. Fisher, D.L., Laurie, N.E., Glaser, R., Connerney, K., Pollatsek, A., Duffy, S.A., Brock, J., Use of a fixed-base driving simulator to evaluate the effects of experience and PC-based risk awareness training on drivers’ decisions. Hum. Fact. 44:2 (2002), 287–302.
12. Goedicke, D., Li, J., Evers, V., Ju, W., Vr-oom: virtual reality on-road driving simulation. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, ACM, 2018, 165.
13. Gold, C., Damböck, D., Lorenz, L., Bengler, K., “Take over!” How long does it take to get the driver back into the loop?. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Vol. 57, 2013, SAGE Publications, CA: Los Angeles, 1938–1942.
14. Hamilton, E., Scott, D., Fleming, J., Rege, R., Laycock, R., Bergen, P., Tesfay, S., Jones, D., Comparison of video trainer and virtual reality training systems on acquisition of laparoscopic skills. Surg. Endosc. Other Interv. Techn. 16:3 (2002), 406–411.
15. Happee, R., Gold, C., Radlmayr, J., Hergeth, S., Bengler, K., Take-over performance in evasive manoeuvres. Accid. Anal. Prev. 106 (2017), 211–222.
16. Hettinger, L.J., Riccio, G.E., Visually induced motion sickness in virtual environments. Presence: Teleoper. Virt. Environ. 1:3 (1992), 306–310.
17. Ihemedu-Steinke, Q.C., Rangelova, S., Weber, M., Erbach, R., Meixner, G., Marsden, N., Simulation sickness related to virtual reality driving simulation. International Conference on Virtual, Augmented and Mixed Reality, Springer, 2017, 521–532.
18. Ihemedu-Steinke, Q.C., Erbach, R., Halady, P., Meixner, G., Weber, M., Virtual reality driving simulator based on head-mounted displays. Automotive User Interfaces, Springer, 2017, 401–428.
19. Körber, M., Gold, C., Lechner, D., Bengler, K., The influence of age on the take-over of vehicle control in highly automated driving. Transp. Res. Part F: Traff. Psychol. Behav. 39 (2016), 19–32.
20. Kennedy, R.S., Lane, N.E., Berbaum, K.S., Lilienthal, M.G., Simulator sickness questionnaire: an enhanced method for quantifying simulator sickness. Int. J. Aviat. Psychol. 3:3 (1993), 203–220.
21. Kennedy, R.S., Drexler, J.M., Compton, D.E., Stanney, K.M., Lanham, D.S., Harm, D.L., Configural scoring of simulator sickness, cybersickness and space adaptation syndrome: Similarities and differences. Virt. Adapt. Environ.: Appl. Implicat. Hum. Perform. Iss., 2003, 247.
22. Klüver, M., Herrigel, C., Heinrich, C., Schöner, H.-P., Hecht, H., The behavioral validity of dual-task driving performance in fixed and moving base driving simulators. Transp. Res. Part F: Traff. Psychol. Behav. 37 (2016), 78–96.
23. Lee, W.-S., Kim, J.-H., Cho, J.-H., A driving simulator as a virtual reality tool. 1998 IEEE International Conference on Robotics and Automation, 1998. Proceedings, vol. 1, IEEE, 1998, 71–76.
24. Melcher, V., Rauh, S., Diederichs, F., Widlroither, H., Bauer, W., Take-over requests for automated driving. Proc. Manuf. 3 (2015), 2867–2873.
25. Merat, N., Jamson, A.H., Lai, F.C., Daly, M., Carsten, O.M., Transition to manual: driver behaviour when resuming control from a highly automated vehicle. Transp. Res. Part F: Traff. Psychol. Behav. 27 (2014), 274–282.
26. Milleville-Pennel, I., Charron, C., Driving for real or on a fixed-base simulator: is it so different? An explorative study. Presence 24:1 (2015), 74–91.
27. Navarro, J., François, M., Mars, F., Obstacle avoidance under automated steering: impact on driving and gaze behaviours. Transp. Res. Part F: Traff. Psychol. Behav. 43 (2016), 315–324.
28. Noy, I.Y., Shinar, D., Horrey, W.J., Automated driving: safety blind spots. Saf. Sci. 102 (2018), 68–78, 10.1016/j.ssci.2017.07.018.
29. Payre, W., Cestac, J., Dang, N.-T., Vienne, F., Delhomme, P., Impact of training and in-vehicle task performance on manual control recovery in an automated car. Transp. Res. Part F: Traff. Psychol. Behav. 46 (2017), 216–227, 10.1016/j.trf.2017.02.001.
30. Reason, J., Manstead, A., Stradling, S., Baxter, J., Campbell, K., Errors and violations on the roads: a real distinction?. Ergonomics 33:10-11 (1990), 1315–1332.
31. Roy, M.M., Liersch, M.J., I am a better driver than you think: examining self-enhancement for driving ability. J. Appl. Soc. Psychol. 43:8 (2013), 1648–1659.
32. S. International, Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles. 2017.
33. Sisto, M., Wenk, N., Ouerhani, N., Gobron, S., A study of transitional virtual environments. International Conference on Augmented Reality, Virtual Reality and Computer Graphics, Springer, 2017, 35–49.
34. Slater, M., A note on presence terminology. Presence Connect 3:3 (2003), 1–5.
35. Spolander, K., Drivers’ Assessment of Their Own Driving Ability. 1983, Tech. Rep.
36. Sportillo, D., Paljic, A., Boukhris, M., Fuchs, P., Ojeda, L., Roussarie, V., An immersive virtual reality system for semi-autonomous driving simulation: a comparison between realistic and 6-dof controller-based interaction. Proceedings of the 9th International Conference on Computer and Automation Engineering, ACM, 2017, 6–10.
37. Stanton, N.A., Marsden, P., From fly-by-wire to drive-by-wire: safety implications of automation in vehicles. Saf. Sci. 24:1 (1996), 35–49.
38. Stappers, P.J., Gaver, W., Overbeeke, K., Beyond the limits of real-time realism: moving from stimulation correspondence to information correspondence. Virt. Adapt. Environ., 2003, 91–110.
39. Stoner, H.A., Fisher, D.L., Mollenhauer, M., Simulator and Scenario Factors Influencing Simulator Sickness. 2011.
40. Taheri, S.M., Matsushita, K., Sasaki, M., Development of a driving simulator with analyzing driver's characteristics based on a virtual reality head mounted display. J. Transp. Technol., 7(03), 2017, 351.
41. Trösterer, S., Gärtner, M., Mirnig, A., Meschtscherjakov, A., McCall, R., Louveton, N., Tscheligi, M., Engel, T., You never forget how to drive: driver skilling and deskilling in the advent of autonomous vehicles. Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, ACM, 2016, 209–216.
42. Vince, J., 10 virtual reality techniques in flight simulation. Virt. Real. Syst., 1993, 135.
43. Vora, J., Nair, S., Gramopadhye, A.K., Duchowski, A.T., Melloy, B.J., Kanki, B., Using virtual reality technology for aircraft visual inspection training: presence and comparison studies. Appl. Ergon. 33:6 (2002), 559–570.
44. Walker, G.H., Stanton, N.A., Human Factors in Automotive Engineering and Technology. 2017, CRC Press.
45. Weidner, F., Hoesch, A., Poeschl, S., Broll, W., Comparing, VR and non-VR driving simulations: an experimental user study. Virtual Reality (VR), 2017 IEEE, IEEE, 2017, 281–282.
46. Zeeb, K., Buchner, A., Schrauf, M., Is take-over time all that matters? The impact of visual-cognitive load on driver take-over quality after conditionally automated driving. Accid. Anal. Prev. 92 (2016), 230–239.
47. Zhang, H., Head-mounted display-based intuitive virtual reality training system for the mining industry. Int. J. Mining Sci. Technol., 2017.