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2021 | OriginalPaper | Buchkapitel

Human-Machine Interfaces for Automated Driving: Development of an Experimental Design for Evaluating Usability

verfasst von : Deike Albers, Jonas Radlmayr, Niklas Grabbe, Sebastian Hergeth, Frederik Naujoks, Yannick Forster, Andreas Keinath, Klaus Bengler

Erschienen in: Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021)

Verlag: Springer International Publishing

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Abstract

The introduction of conditionally automated driving [25] implies repeated transitions of the driving task between the human operator and the automated driving system (ADS). Human-machine interfaces (HMIs) facilitating these shifts in control are essential. Usability serves as an important criterion to assess the quality of an HMI design. This paper derives a study design for assessing the usability based on the best practice advice by [1]. The paper covers the applied definitions of usability, the sample characteristics, the test cases, the HMIs, the dependent variables, the procedure, the conditions of use, and the testing environment. The study design will be applied in a driving simulator and three test track experiments in different countries within an ongoing project. This involves a number of safety, technical and resource constraints in the development of the study design. This paper describes the challenges and limitations of applying a generic best practice advice to the varying test settings. Furthermore, two HMI concepts are developed and evaluated in an expert assessment. The two concepts will serve as the research subjects in the series of experiments. The proposed study design is suitable for application in different test settings. Therefore, the comparability between the experiments is high. This paper provides a first step in a validation project with the overall goal to propose a practical approach to usability testing of ADS HMIs that covers different constructs of usability and appropriate dependent variables within their application areas.

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Literatur
1.
Zurück zum Zitat Albers, D., Radlmayr, J., Loew, A., Hergeth, S., Naujoks, F., Keinath, A., Bengler, K.: Usability evaluation—advances in experimental design in the context of automated driving human-machine interfaces. Information 11(5), 240 (2020)CrossRef Albers, D., Radlmayr, J., Loew, A., Hergeth, S., Naujoks, F., Keinath, A., Bengler, K.: Usability evaluation—advances in experimental design in the context of automated driving human-machine interfaces. Information 11(5), 240 (2020)CrossRef
2.
Zurück zum Zitat Bengler, K., Rettenmaier, M., Fritz, N., Feierle, A.: From HMI to HMIs: towards an HMI framework for automated driving. Information 11(2), 61 (2020)CrossRef Bengler, K., Rettenmaier, M., Fritz, N., Feierle, A.: From HMI to HMIs: towards an HMI framework for automated driving. Information 11(2), 61 (2020)CrossRef
3.
Zurück zum Zitat Brooke, J.: SUS: a ‘quick and dirty’ usability scale. In: Jordan, P.W., Thomas, B., Weerdmeester, B.A., McClelland, I.L. (eds.) Usability Evaluation in Industry, pp. 189–194. Taylor & Francis, London (1996) Brooke, J.: SUS: a ‘quick and dirty’ usability scale. In: Jordan, P.W., Thomas, B., Weerdmeester, B.A., McClelland, I.L. (eds.) Usability Evaluation in Industry, pp. 189–194. Taylor & Francis, London (1996)
4.
Zurück zum Zitat Caird, J.K., Horrey, W.J.: Twelve practical and twelve practical and useful questions about driving simulation. In: Fisher, D.L., Rizzo, M., Caird, J.K., Lee, J.D. (eds.) Handbook of Driving Simulation for Engineering, Medicine, and Psychology. CRC Press, Boca Raton (2011) Caird, J.K., Horrey, W.J.: Twelve practical and twelve practical and useful questions about driving simulation. In: Fisher, D.L., Rizzo, M., Caird, J.K., Lee, J.D. (eds.) Handbook of Driving Simulation for Engineering, Medicine, and Psychology. CRC Press, Boca Raton (2011)
5.
Zurück zum Zitat Feierle, A., Danner, S., Steininger, S., Bengler, K.: Information needs and visual attention during urban, highly automated driving—an investigation of potential influencing factors. Information 11(2), 62 (2020)CrossRef Feierle, A., Danner, S., Steininger, S., Bengler, K.: Information needs and visual attention during urban, highly automated driving—an investigation of potential influencing factors. Information 11(2), 62 (2020)CrossRef
7.
Zurück zum Zitat Finstad, K.: The usability metric for user experience. Interact. Comput. 22(5), 323–327 (2010)CrossRef Finstad, K.: The usability metric for user experience. Interact. Comput. 22(5), 323–327 (2010)CrossRef
8.
Zurück zum Zitat Forster, Y., Hergeth, S., Naujoks, F., Beggiato, M., Krems, J.F., Keinath, A.: Learning to use automation: behavioral changes in interaction with automated driving systems. Transp. Res. Part F Traffic Psychol. Behav. 62, 599–614 (2019)CrossRef Forster, Y., Hergeth, S., Naujoks, F., Beggiato, M., Krems, J.F., Keinath, A.: Learning to use automation: behavioral changes in interaction with automated driving systems. Transp. Res. Part F Traffic Psychol. Behav. 62, 599–614 (2019)CrossRef
10.
Zurück zum Zitat Forster, Y., Hergeth, S., Naujoks, F., Krems, J.F., Keinath, A.: Self-report measures for the assessment of human–machine interfaces in automated driving. Cogn. Technol. Work 22, 703–720 (2019)CrossRef Forster, Y., Hergeth, S., Naujoks, F., Krems, J.F., Keinath, A.: Self-report measures for the assessment of human–machine interfaces in automated driving. Cogn. Technol. Work 22, 703–720 (2019)CrossRef
11.
Zurück zum Zitat Gold, C.: Modeling of Take-Over Performance in Highly Automated Vehicle Guidance (2016) Gold, C.: Modeling of Take-Over Performance in Highly Automated Vehicle Guidance (2016)
12.
Zurück zum Zitat Heimgärtner, R., Mandl, T., Womser-Hacker, C.: Zur Forschung im Bereich der Entwicklung interkultureller Benutzungsschnittstellen. In: Boll, S., Maaß, S., Malaka, R. (eds.) Workshopband Mensch & Computer 2013, pp. 441–449. Oldenbourg Verlag, München (2013) Heimgärtner, R., Mandl, T., Womser-Hacker, C.: Zur Forschung im Bereich der Entwicklung interkultureller Benutzungsschnittstellen. In: Boll, S., Maaß, S., Malaka, R. (eds.) Workshopband Mensch & Computer 2013, pp. 441–449. Oldenbourg Verlag, München (2013)
13.
Zurück zum Zitat ISO: Road Vehicles—Ergonomic Aspects of Transport Information and Control Systems—Calibration Tasks for Methods which Assess Driver Demand Due to the Use of In-Vehicle Systems, 14198. ISO, Geneva, Switzerland (2012) ISO: Road Vehicles—Ergonomic Aspects of Transport Information and Control Systems—Calibration Tasks for Methods which Assess Driver Demand Due to the Use of In-Vehicle Systems, 14198. ISO, Geneva, Switzerland (2012)
14.
Zurück zum Zitat ISO: Ergonomics of human-system interaction. Part 11: Usability: Definitions and concepts, Geneva, pp. 9241–11 (2018) ISO: Ergonomics of human-system interaction. Part 11: Usability: Definitions and concepts, Geneva, pp. 9241–11 (2018)
15.
Zurück zum Zitat ISO: Road vehicles - Measurement of driver visual behaviour with respect to transport information and control systems, 15007:2018(E) (2018) ISO: Road vehicles - Measurement of driver visual behaviour with respect to transport information and control systems, 15007:2018(E) (2018)
16.
Zurück zum Zitat Khan, T., Williams, M.: A study of cultural influence in automotive HMI: measuring correlation between culture and HMI usability. SAE Int. J. Passeng. Cars – Electron. Electr. Syst. 7(2), 430–439 (2014) Khan, T., Williams, M.: A study of cultural influence in automotive HMI: measuring correlation between culture and HMI usability. SAE Int. J. Passeng. Cars – Electron. Electr. Syst. 7(2), 430–439 (2014)
17.
Zurück zum Zitat Körber, M., Baseler, E., Bengler, K.: Introduction matters: Manipulating trust in automation and reliance in automated driving. Appl. Ergon. 66, 18–31 (2018)CrossRef Körber, M., Baseler, E., Bengler, K.: Introduction matters: Manipulating trust in automation and reliance in automated driving. Appl. Ergon. 66, 18–31 (2018)CrossRef
18.
Zurück zum Zitat Laugwitz, B., Held, T., Schrepp, M.: Construction and evaluation of a user experience questionnaire. In: HCI and Usability for Education and Work, pp. 63–76 (2008) Laugwitz, B., Held, T., Schrepp, M.: Construction and evaluation of a user experience questionnaire. In: HCI and Usability for Education and Work, pp. 63–76 (2008)
19.
Zurück zum Zitat Lorenz, L., Kerschbaum, P., Hergeth, S., Gold, C., Radlmayr, J.: Der Fahrer im Hochautomatisierten Fahrzeug. Vom Dual-Task zum Sequential-Task Paradigma. 7. Tagung Fahrerassistenz, München (2015) Lorenz, L., Kerschbaum, P., Hergeth, S., Gold, C., Radlmayr, J.: Der Fahrer im Hochautomatisierten Fahrzeug. Vom Dual-Task zum Sequential-Task Paradigma. 7. Tagung Fahrerassistenz, München (2015)
20.
Zurück zum Zitat Naujoks, F., Hergeth, S., Wiedemann, K., Schömig, N., Forster, Y., Keinath, A.: Test procedure for evaluating the human-machine interface of vehicles with automated driving systems. Traffic Inj. Prev. 20(sup1), S146–S151 (2019)CrossRef Naujoks, F., Hergeth, S., Wiedemann, K., Schömig, N., Forster, Y., Keinath, A.: Test procedure for evaluating the human-machine interface of vehicles with automated driving systems. Traffic Inj. Prev. 20(sup1), S146–S151 (2019)CrossRef
21.
Zurück zum Zitat Naujoks, F., Wiedemann, K., Schömig, N., Hergeth, S., Keinath, A.: Towards guidelines and verification methods for automated vehicle HMIs. Transp. Res. Part F: Traffic Psychol. Behav. 60, 121–136 (2019)CrossRef Naujoks, F., Wiedemann, K., Schömig, N., Hergeth, S., Keinath, A.: Towards guidelines and verification methods for automated vehicle HMIs. Transp. Res. Part F: Traffic Psychol. Behav. 60, 121–136 (2019)CrossRef
22.
Zurück zum Zitat NHTSA: Visual–Manual NHTSA Driver Distraction Guidelines for In-Vehicle Electronic Devices (2014) NHTSA: Visual–Manual NHTSA Driver Distraction Guidelines for In-Vehicle Electronic Devices (2014)
23.
Zurück zum Zitat NHTSA: Automated Driving Systems 2.0: A Vision for Safety (2017) NHTSA: Automated Driving Systems 2.0: A Vision for Safety (2017)
24.
Zurück zum Zitat Nielsen, J.: Usability inspection methods. In: Conference Companion on Human Factors in Computing Systems, pp. 413–414. Association for Computing Machinery, New York (1994) Nielsen, J.: Usability inspection methods. In: Conference Companion on Human Factors in Computing Systems, pp. 413–414. Association for Computing Machinery, New York (1994)
25.
Zurück zum Zitat SAE International: (R) Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles, J3016 (2018) SAE International: (R) Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles, J3016 (2018)
Metadaten
Titel
Human-Machine Interfaces for Automated Driving: Development of an Experimental Design for Evaluating Usability
verfasst von
Deike Albers
Jonas Radlmayr
Niklas Grabbe
Sebastian Hergeth
Frederik Naujoks
Yannick Forster
Andreas Keinath
Klaus Bengler
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-74608-7_66

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