학술논문

Improving Driver Performance and Experience in Assisted and Automated Driving With Visual Cues in the Steering Wheel
Document Type
Periodical
Source
IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 23(5):4843-4852 May, 2022
Subject
Transportation
Aerospace
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Vehicles
Wheels
Visualization
Automation
Light emitting diodes
Variable speed drives
Manuals
Automated driving
human-machine interface
mode awareness
steering wheel
takeover
visual warning
Language
ISSN
1524-9050
1558-0016
Abstract
In automated driving it is important to ensure drivers’ awareness of the currently active level of automation and to support transitions between those levels. This is possible with $a$ suitable human-machine interface (HMI). In this driving simulator study, two visual HMI concepts (Concept $A$ and $B$ ) were compared with $a$ baseline for informing drivers about three modes: manual driving, assisted driving, and automated driving. The HMIs, consisting of LED strips on the steering wheel that differed in luminance, color, and pattern, provided continuous information about the active mode and announced transitions. The assisted mode was conveyed in Concept $A$ using $a$ combination of amber and blue LEDs, while in Concept $B$ only amber LEDs were used. During automated driving Concept $A$ displayed blue LEDs and Concept B, turquoise. Both concepts were compared to $a$ baseline HMI, with no LEDs. Thirty-eight drivers with driving licence were trained and participated. Objective measures (hands-on-wheel time, takeover time, and visual attention) are reported. Self-reported measures (mode awareness, trust, user experience, and user acceptance) from $a$ previous publication are briefly repeated in this context (Muthumani et al.). Concept $A$ showed 200 ms faster hands-on-wheel times than the baseline, while in Concept $B$ several outliers were observed that prevented significance. The visual HMIs with LEDs did not influence the eyes-on-road time in any of the automation levels. Participants preferred Concept B, with more prominent differentiation between the automation levels, over Concept A.