التفاصيل البيبلوغرافية
| العنوان: |
Building Trust in Autonomous Vehicles: Role of Virtual Reality Driving Simulators in HMI Design |
| المؤلفون: |
Morra, Lia, Lamberti, Fabrizio, Pratticó, F. Gabriele, La Rosa, Salvatore, Montuschi, Paolo |
| المصدر: |
IEEE Transactions on Vehicular Technology, 68(10), pp.9438-9450, 2019 |
| سنة النشر: |
2020 |
| المجموعة: |
Computer Science |
| مصطلحات موضوعية: |
Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Graphics |
| الوصف: |
The investigation of factors contributing at making humans trust Autonomous Vehicles (AVs) will play a fundamental role in the adoption of such technology. The user's ability to form a mental model of the AV, which is crucial to establish trust, depends on effective user-vehicle communication; thus, the importance of Human-Machine Interaction (HMI) is poised to increase. In this work, we propose a methodology to validate the user experience in AVs based on continuous, objective information gathered from physiological signals, while the user is immersed in a Virtual Reality-based driving simulation. We applied this methodology to the design of a head-up display interface delivering visual cues about the vehicle' sensory and planning systems. Through this approach, we obtained qualitative and quantitative evidence that a complete picture of the vehicle's surrounding, despite the higher cognitive load, is conducive to a less stressful experience. Moreover, after having been exposed to a more informative interface, users involved in the study were also more willing to test a real AV. The proposed methodology could be extended by adjusting the simulation environment, the HMI and/or the vehicle's Artificial Intelligence modules to dig into other aspects of the user experience. |
| نوع الوثيقة: |
Working Paper |
| DOI: |
10.1109/TVT.2019.2933601 |
| URL الوصول: |
http://arxiv.org/abs/2007.13371 |
| رقم الانضمام: |
edsarx.2007.13371 |
| قاعدة البيانات: |
arXiv |