Skip to main content
Erschienen in: International Journal of Intelligent Transportation Systems Research 1/2022

26.10.2021

Boosting Advanced Driving Information: a Real-world Experiment About the Effect of HUD on HMI, Driving Effort, and Safety

verfasst von: Miguel Luzuriaga, Seda Aydogdu, Bernhard Schick

Erschienen in: International Journal of Intelligent Transportation Systems Research | Ausgabe 1/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The head-up-display (HUD), which reflects driving information into the windshield has the goal to lower driving effort from the information uptake and thereby, increase our safety by reducing risks associated to e.g., fatigue and stress. However, the user acceptance of the Advanced Driving Assistance Systems (ADAS) is remarkably low. This motivated us to test the HUD by conducting a real-world experiment with 48 subjects who drove in real traffic conditions two premium vehicles in a highway in Germany. After each ride, participants rated their driving experience in terms of Human-Machine Interface (HMI), their feelings of safety and driving effort. Results from CMP regressions (Roodman, Stata J. 11, 159–206 (2011)) show that the HUD has a significant positive effect on the driving effort and safety feelings, and on the overall driving experience. Moreover, we find that this effect is stronger among risk-averse drivers, elderly, students, and females. In particular, women felt significantly safer while the HUD was activated. To reverse low ADAS acceptance, specific differentiation settings regarding the driver’s profile are discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

ATZelectronics worldwide

ATZlectronics worldwide is up-to-speed on new trends and developments in automotive electronics on a scientific level with a high depth of information. 

Order your 30-days-trial for free and without any commitment.

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Weitere Produktempfehlungen anzeigen
Literatur
1.
Zurück zum Zitat Aydogdu, S., Seidler, C., Schick, B.: Trust is good, control is better? – The influence of head-up display on customer experience of automated lateral vehicle Control. In: HCI in mobility, transport, and automotive systems. Springer Nature Switzerland AG, Berlin (2019) Aydogdu, S., Seidler, C., Schick, B.: Trust is good, control is better? – The influence of head-up display on customer experience of automated lateral vehicle Control. In: HCI in mobility, transport, and automotive systems. Springer Nature Switzerland AG, Berlin (2019)
2.
Zurück zum Zitat Aydogdu, C., Schick, B., Wolf, M.: Claim and reality? Lane keeping assistant –The conflict between expectation and customer experience. In the 27th Aachen Colloquium Automobile and Engine Technology (2018) Aydogdu, C., Schick, B., Wolf, M.: Claim and reality? Lane keeping assistant –The conflict between expectation and customer experience. In the 27th Aachen Colloquium Automobile and Engine Technology (2018)
3.
Zurück zum Zitat Bark Karlin, C., Tran, K., Fujimura, Ng-Thow-Hing, V. (2014). Personal Navi: Benefits of an Augmented Reality Navigational Aid Using a See-Thru 3D Volumetric HUD. In: Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’14). ACM, New York, Article 1, 8 pages. https://doi.org/10.1145/2667317.2667329 Bark Karlin, C., Tran, K., Fujimura, Ng-Thow-Hing, V. (2014). Personal Navi: Benefits of an Augmented Reality Navigational Aid Using a See-Thru 3D Volumetric HUD. In: Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’14). ACM, New York, Article 1, 8 pages. https://​doi.​org/​10.​1145/​2667317.​2667329
4.
Zurück zum Zitat Ben-Elia, R., Di Pace, G.N., Bifulco, Y., Shiftan: The impact of travel information’s accuracy on route-choice. Transp. Res. Part C: Emerg. Technol. 26, 146–159 (2013)CrossRef Ben-Elia, R., Di Pace, G.N., Bifulco, Y., Shiftan: The impact of travel information’s accuracy on route-choice. Transp. Res. Part C: Emerg. Technol. 26, 146–159 (2013)CrossRef
5.
Zurück zum Zitat Bogers, E.: Traffic information and learning in day-to-day route choice. T2009/5, June 2009, trail thesis series, Delft University of Technology, Delft (2009) Bogers, E.: Traffic information and learning in day-to-day route choice. T2009/5, June 2009, trail thesis series, Delft University of Technology, Delft (2009)
6.
Zurück zum Zitat Bock, F., German, R., Sippl, C.: Fully automated vehicles: Challenges, expectations and methods. In 17. Internationales Stuttgarter Symposium (pp. 1373-1387). Wiesbaden, Deutschland: Springer Vieweg (2017) Bock, F., German, R., Sippl, C.: Fully automated vehicles: Challenges, expectations and methods. In 17. Internationales Stuttgarter Symposium (pp. 1373-1387). Wiesbaden, Deutschland: Springer Vieweg (2017)
8.
Zurück zum Zitat Byrnes, J., Miller, D.C., Schafer, W.D.: Gender differences in risk taking: a meta-analysis. Psychol. Bull. 125, 367–383 (1999)CrossRef Byrnes, J., Miller, D.C., Schafer, W.D.: Gender differences in risk taking: a meta-analysis. Psychol. Bull. 125, 367–383 (1999)CrossRef
10.
Zurück zum Zitat Cavaye, A.L.M.: User participation in system development revisited. Inf. Manag. 28(5), 311–323 (1995)CrossRef Cavaye, A.L.M.: User participation in system development revisited. Inf. Manag. 28(5), 311–323 (1995)CrossRef
11.
Zurück zum Zitat Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User acceptance of computer technology: a comparison of two theoretical models. Manage. Sci. 35, 982–1003 (1989)CrossRef Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User acceptance of computer technology: a comparison of two theoretical models. Manage. Sci. 35, 982–1003 (1989)CrossRef
15.
Zurück zum Zitat François, M., Osiurak, F., Fort, A., Crave, P., Navarro, J.: Automotive HMI design and participatory user involvement: review and perspectives. Ergonomics 60(4), 541–552 (2017)CrossRef François, M., Osiurak, F., Fort, A., Crave, P., Navarro, J.: Automotive HMI design and participatory user involvement: review and perspectives. Ergonomics 60(4), 541–552 (2017)CrossRef
18.
Zurück zum Zitat Gish, K.W., Staplin, L.: Human factors aspects of using head up dis- plays in automobiles: A review of the literature. National Highway Traffic Safety Administration (NHTSA) (report no: DOT HS 808 320), Washington, DC (1995) Gish, K.W., Staplin, L.: Human factors aspects of using head up dis- plays in automobiles: A review of the literature. National Highway Traffic Safety Administration (NHTSA) (report no: DOT HS 808 320), Washington, DC (1995)
19.
Zurück zum Zitat Haines, P.H., Wilson, J.R., Vink, P., Koningsveld, E.: Validating a framework for Participatory Ergonomics (the PEF). Ergonomics 45(4), 309–327 (2002)CrossRef Haines, P.H., Wilson, J.R., Vink, P., Koningsveld, E.: Validating a framework for Participatory Ergonomics (the PEF). Ergonomics 45(4), 309–327 (2002)CrossRef
20.
Zurück zum Zitat Harvey, C., Stanton, N.A., Pickering, C.A., McDonald, M., Zheng, P.: Contextof use as: a factor in determining the usability of in-vehicle devices. Theor. Issues Ergon. Sci. 12(4), 318–338 (2011) Harvey, C., Stanton, N.A., Pickering, C.A., McDonald, M., Zheng, P.: Contextof use as: a factor in determining the usability of in-vehicle devices. Theor. Issues Ergon. Sci. 12(4), 318–338 (2011)
21.
Zurück zum Zitat Häuslschmid, R., Schnurr, L., Wagner, J., Butz, A.: Contact-analog Warnings on Windshield Displays promote Monitoring the Road Scene. In Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’15). ACM, New York, NY, USA, pp 64–71 (2015). https://doi.org/10.1145/2799250.2799274 Häuslschmid, R., Schnurr, L., Wagner, J., Butz, A.: Contact-analog Warnings on Windshield Displays promote Monitoring the Road Scene. In Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’15). ACM, New York, NY, USA, pp 64–71 (2015). https://​doi.​org/​10.​1145/​2799250.​2799274
22.
Zurück zum Zitat Horrey William, J., Christopher D.Wickens, and Alexander, A.L.: The effects of head-up display clutter and in-vehicle display separation on concurrent driving performance. Proc Hum Factors Ergon Soc Annu Meet 47(16), 1880–1884 (2003). https://doi.org/10.1177/154193120304701610 Horrey William, J., Christopher D.Wickens, and Alexander, A.L.: The effects of head-up display clutter and in-vehicle display separation on concurrent driving performance. Proc Hum Factors Ergon Soc Annu Meet 47(16), 1880–1884 (2003). https://​doi.​org/​10.​1177/​1541931203047016​10
23.
Zurück zum Zitat Kim Hyungil, A.M., Anon, T., Misu, N., Li, A., Tawari, Fujimura, K.: Look at me: Augmented reality pedestrian warning system using an in-vehicle volumetric head up display. In Proceedings of the 21st International Conference on Intelligent User Interfaces (IUI ’16). ACM, New York, pp 294–298 (2016). https://doi.org/10.1145/2856767.285681546 Kim Hyungil, A.M., Anon, T., Misu, N., Li, A., Tawari, Fujimura, K.: Look at me: Augmented reality pedestrian warning system using an in-vehicle volumetric head up display. In Proceedings of the 21st International Conference on Intelligent User Interfaces (IUI ’16). ACM, New York, pp 294–298 (2016). https://​doi.​org/​10.​1145/​2856767.​285681546
25.
Zurück zum Zitat Ives, B., Olsson, M.: User involvement in information systems: A critical review of the empirical literature. New York University, New York (1981) Ives, B., Olsson, M.: User involvement in information systems: A critical review of the empirical literature. New York University, New York (1981)
26.
Zurück zum Zitat Jackson, T.T., Gray, M.: Field study of risk-taking behavior of automobile drivers. Percept Mot Ski 43, 471–474 (1976) Jackson, T.T., Gray, M.: Field study of risk-taking behavior of automobile drivers. Percept Mot Ski 43, 471–474 (1976)
27.
Zurück zum Zitat Johnsen, A., Strand, N., Andersson, J., Patten, C., Kraetsch, C., Takman, J.: Literature review on the acceptance and road safety, ethical, legal, social and economic implications of automated vehicles. Deliverable 2.1 from the EU-H2020-project BRAVE – BRidging the gaps for the adoption of Automated VEhicles. Materialien aus dem Institut für empirische Soziologie an der Friedrich-Alexander-Universität Erlangen-Nürnberg, 2/2018, Nürnberg: IfeS (2018) Johnsen, A., Strand, N., Andersson, J., Patten, C., Kraetsch, C., Takman, J.: Literature review on the acceptance and road safety, ethical, legal, social and economic implications of automated vehicles. Deliverable 2.1 from the EU-H2020-project BRAVE – BRidging the gaps for the adoption of Automated VEhicles. Materialien aus dem Institut für empirische Soziologie an der Friedrich-Alexander-Universität Erlangen-Nürnberg, 2/2018, Nürnberg: IfeS (2018)
28.
Zurück zum Zitat Kiefer, R.J.: Effect of a head-up versus head-down digital speedometer on visual sampling behavior and speed control performance during daytime automobile driving (Report No. 910111). Technical Report. SAE International, Warrendale (1991) Kiefer, R.J.: Effect of a head-up versus head-down digital speedometer on visual sampling behavior and speed control performance during daytime automobile driving (Report No. 910111). Technical Report. SAE International, Warrendale (1991)
29.
Zurück zum Zitat Knorr, F., Chmura, T., Schreckenberg, M.: Route choice in the presence of a toll road: the role of pre-trip information and learning. Transp. Res. Part F: Traffic Psychol. Behav. 27A, 44–55 (2014)CrossRef Knorr, F., Chmura, T., Schreckenberg, M.: Route choice in the presence of a toll road: the role of pre-trip information and learning. Transp. Res. Part F: Traffic Psychol. Behav. 27A, 44–55 (2014)CrossRef
30.
Zurück zum Zitat Kuo, Y.-J., Seidler, C., Schick, B., Nissing, D.: Workload evaluation of effects of a lane keeping assistance system with physiological and performance measures. In Proceedings of the Human Factors and Ergonomics Society Europe Chap. 2019 Annual Conference (2019) Kuo, Y.-J., Seidler, C., Schick, B., Nissing, D.: Workload evaluation of effects of a lane keeping assistance system with physiological and performance measures. In Proceedings of the Human Factors and Ergonomics Society Europe Chap. 2019 Annual Conference (2019)
31.
Zurück zum Zitat Large, D.R., Burnett, G., Crundall, E., Skrypchuk, L., Mouzakitis, A.: Evaluating secondary input devices to support an automotive touchscreen HMI: a cross-cultural simulator study conducted in the UK and China. Appl. Ergon. 78, 184–196 (2019)CrossRef Large, D.R., Burnett, G., Crundall, E., Skrypchuk, L., Mouzakitis, A.: Evaluating secondary input devices to support an automotive touchscreen HMI: a cross-cultural simulator study conducted in the UK and China. Appl. Ergon. 78, 184–196 (2019)CrossRef
37.
Zurück zum Zitat McKelvie, S.J., Schamer, L.A.: Effects of night, passengers, and sex on driver be- havior at stop signs. J. Soc. Psychol. 128, 585–590 (1988)CrossRef McKelvie, S.J., Schamer, L.A.: Effects of night, passengers, and sex on driver be- havior at stop signs. J. Soc. Psychol. 128, 585–590 (1988)CrossRef
38.
Zurück zum Zitat Medenica, Z., Kun, A.L., Paek, T., Palinko, O.: Augmented Reality vs. Street Views: A driving simulator study comparing two emerging navigation aids. In Proceedings of the 13th International Conference on Human Computer Interaction with Mo- bile Devices and Services (MobileHCI ’11). ACM, New York, pp 265–274 (2011). https://doi.org/10.1145/2037373.2037414 Medenica, Z., Kun, A.L., Paek, T., Palinko, O.: Augmented Reality vs. Street Views: A driving simulator study comparing two emerging navigation aids. In Proceedings of the 13th International Conference on Human Computer Interaction with Mo- bile Devices and Services (MobileHCI ’11). ACM, New York, pp 265–274 (2011). https://​doi.​org/​10.​1145/​2037373.​2037414
41.
Zurück zum Zitat Oppenlander, J.C.: Variables influencing spot speed characteristics. Highway Research Board, Special Report 89, National Academy of Sciences, Washington DC, United States (1966) Oppenlander, J.C.: Variables influencing spot speed characteristics. Highway Research Board, Special Report 89, National Academy of Sciences, Washington DC, United States (1966)
44.
Zurück zum Zitat Pilemalm, S., Timpka, T.: Third generation participatory design in HealthInformatics-making user participation applicable to large-scale information system projects. J. Biomed. Inf 41(2), 327–339 (2008) Pilemalm, S., Timpka, T.: Third generation participatory design in HealthInformatics-making user participation applicable to large-scale information system projects. J. Biomed. Inf 41(2), 327–339 (2008)
46.
Zurück zum Zitat Porter, J.M., Summerskill, S.J., Burnett, G.E., Prynne, K.: BIONIC–“eyesfree” design of secondary driving controls. In: Proc. of the Accessible Design in the Digital World Conference, Dundee, UK (2005) Porter, J.M., Summerskill, S.J., Burnett, G.E., Prynne, K.: BIONIC–“eyesfree” design of secondary driving controls. In: Proc. of the Accessible Design in the Digital World Conference, Dundee, UK (2005)
47.
Zurück zum Zitat Roodman, D.M.: Fitting fully observed recursive mixed-process models with cmp. Stata J. 11, 159–206 (2011) Roodman, D.M.: Fitting fully observed recursive mixed-process models with cmp. Stata J. 11, 159–206 (2011)
49.
Zurück zum Zitat Shiftan, Y., Bekhor, S., Albert, G.: Route choice behaviour with pre-trip travel time in- formation IET Intel. Transport Syst. 5(3), 183–189 (2010) Shiftan, Y., Bekhor, S., Albert, G.: Route choice behaviour with pre-trip travel time in- formation IET Intel. Transport Syst. 5(3), 183–189 (2010)
50.
Zurück zum Zitat Smith, B.: Managing autonomous transportation demand. Santa Clara Law Rev. 52, 1413 (2013) Smith, B.: Managing autonomous transportation demand. Santa Clara Law Rev. 52, 1413 (2013)
51.
Zurück zum Zitat Spinuzzi, C.: The methodology of participatory design. Tech. Commun. 52(2), 163–174 (2005) Spinuzzi, C.: The methodology of participatory design. Tech. Commun. 52(2), 163–174 (2005)
52.
Zurück zum Zitat Tönnis, M., Lange, C., Klinker, G.: Visual longitudinal and lateral driving assistance in the head-up display of cars. In Proceedings of the 2007 6thIEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR ’07). IEEE Computer Society, Washington, DC, USA, 1–4 (2007). https://doi.org/10.1109/ISMAR.2007.4538831 Tönnis, M., Lange, C., Klinker, G.: Visual longitudinal and lateral driving assistance in the head-up display of cars. In Proceedings of the 2007 6thIEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR ’07). IEEE Computer Society, Washington, DC, USA, 1–4 (2007). https://​doi.​org/​10.​1109/​ISMAR.​2007.​4538831
53.
Zurück zum Zitat Tractinsky, N., Abdu, R., Forlizzi, J., Seder, T.: Towards personalisation of the driver environment: investigating responses to instrument cluster design. Int. J. Veh. Des. 55(2–4), 208–236 (2011) Tractinsky, N., Abdu, R., Forlizzi, J., Seder, T.: Towards personalisation of the driver environment: investigating responses to instrument cluster design. Int. J. Veh. Des. 55(2–4), 208–236 (2011)
55.
Zurück zum Zitat Van Der Laan, J.D., Heino, A., De Waard, D.: A simple procedure for the assessment of acceptance of advanced transport telematics. Transp. Res. Part C Emerg. Technol. 5(1), 1–10 (1997)CrossRef Van Der Laan, J.D., Heino, A., De Waard, D.: A simple procedure for the assessment of acceptance of advanced transport telematics. Transp. Res. Part C Emerg. Technol. 5(1), 1–10 (1997)CrossRef
56.
Zurück zum Zitat Vassallo, S., Smart, D., Sanson, A., Harrison, W., Harris, A., Cockfield, S., McIntyre, A.: Risky driving among young Australian drivers: Trends, precursors and correlates. Accid. Anal. Preve. 39, 444–458 (2007)CrossRef Vassallo, S., Smart, D., Sanson, A., Harrison, W., Harris, A., Cockfield, S., McIntyre, A.: Risky driving among young Australian drivers: Trends, precursors and correlates. Accid. Anal. Preve. 39, 444–458 (2007)CrossRef
57.
Zurück zum Zitat Vaughn, K., Abdel-Aty, M., Kitamura, R., Jovanis, P., Yang, H.: Experimental analysis and modeling of sequential route choice under atis in a simple traffic network. In: Proceedings of the 72nd Annual Meeting of the Transportation Research Board. Washington DC, USA (1993) Vaughn, K., Abdel-Aty, M., Kitamura, R., Jovanis, P., Yang, H.: Experimental analysis and modeling of sequential route choice under atis in a simple traffic network. In: Proceedings of the 72nd Annual Meeting of the Transportation Research Board. Washington DC, USA (1993)
58.
Zurück zum Zitat Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Q. 27(3), 425–478 (2003)CrossRef Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Q. 27(3), 425–478 (2003)CrossRef
59.
Zurück zum Zitat Wang, J., A. Chang, L. Gao. (2017). Binary probit model on drivers route choice behaviors based on multiple factors analysis. In: V. Balas, L.C. Jain, X. Zhao (Eds.), Information technology and intelligent transportation systems, Advances in Intelligent Systems and Computing, vol. 454, pp. 213–220 Wang, J., A. Chang, L. Gao. (2017). Binary probit model on drivers route choice behaviors based on multiple factors analysis. In: V. Balas, L.C. Jain, X. Zhao (Eds.), Information technology and intelligent transportation systems, Advances in Intelligent Systems and Computing, vol. 454, pp. 213–220
60.
Zurück zum Zitat Warren, R.A., Simpson, H.M.: Exposure and alcohol as risk factors in the fatal nighttime collisions of men and women drivers. J. Saf. Res. 12, 151–156 (1980) Warren, R.A., Simpson, H.M.: Exposure and alcohol as risk factors in the fatal nighttime collisions of men and women drivers. J. Saf. Res. 12, 151–156 (1980)
64.
Zurück zum Zitat Young, K.L., Rudin-Brown, C.M., Lenné, M.G., Williamson, A.R.: The implications of cross-regional differences for the design of In-vehicle Information Systems: a comparison of Australian and Chinese drivers. Appl. Ergon. 43(3), 564–573 (2012) Young, K.L., Rudin-Brown, C.M., Lenné, M.G., Williamson, A.R.: The implications of cross-regional differences for the design of In-vehicle Information Systems: a comparison of Australian and Chinese drivers. Appl. Ergon. 43(3), 564–573 (2012)
Metadaten
Titel
Boosting Advanced Driving Information: a Real-world Experiment About the Effect of HUD on HMI, Driving Effort, and Safety
verfasst von
Miguel Luzuriaga
Seda Aydogdu
Bernhard Schick
Publikationsdatum
26.10.2021
Verlag
Springer US
Erschienen in
International Journal of Intelligent Transportation Systems Research / Ausgabe 1/2022
Print ISSN: 1348-8503
Elektronische ISSN: 1868-8659
DOI
https://doi.org/10.1007/s13177-021-00277-y

Weitere Artikel der Ausgabe 1/2022

International Journal of Intelligent Transportation Systems Research 1/2022 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.