From HMI to HMIs: Towards an HMI framework for automated driving

K Bengler, M Rettenmaier, N Fritz, A Feierle - Information, 2020 - mdpi.com
During automated driving, there is a need for interaction between the automated vehicle
(AV) and the passengers inside the vehicle and between the AV and the surrounding road …

Does a faster takeover necessarily mean it is better? A study on the influence of urgency and takeover-request lead time on takeover performance and safety

H Wu, C Wu, N Lyu, J Li - Accident analysis & prevention, 2022 - Elsevier
During conditionally automated driving, drivers are sometimes required to take over control
of the vehicle if a so-called takeover request (TOR) is issued. TORs are generally issued due …

Evaluating the impacts of situational awareness and mental stress on takeover performance under conditional automation

S Agrawal, S Peeta - Transportation research part F: traffic psychology and …, 2021 - Elsevier
Several safety concerns emerge for the transition of control from the automated driving
system to a human driver after the vehicle issues a takeover warning under conditional …

In a heart beat: Using driver's physiological changes to determine the quality of a takeover in highly automated vehicles

MT Alrefaie, S Summerskill, TW Jackon - Accident Analysis & Prevention, 2019 - Elsevier
Developing conditionally automated driving systems is on the rise. Vehicles with full
longitudinal and latitudinal control will allow drivers to engage in secondary tasks without …

A human-centered comprehensive measure of take-over performance based on multiple objective metrics

Q Li, Z Wang, W Wang, C Zeng, C Wu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
For highly automated vehicles, effective take-over performance measures are essential for
establishing quantitative take-over models and exploring approaches to improve take-over …

Evaluating the impacts of driver's pre-warning cognitive state on takeover performance under conditional automation

S Agrawal, S Peeta - Transportation research part F: traffic psychology and …, 2021 - Elsevier
To design better fallback procedures and enhance road safety for conditionally automated
vehicles (SAE Level 3), it is important to understand the factors that affect driver's takeover …

Takeover Quality: Assessing the Effects of Time Budget and Traffic Density with the Help of a Trajectory‐Planning Method

F Doubek, E Loosveld, R Happee… - Journal of advanced …, 2020 - Wiley Online Library
In highly automated driving, the driver can engage in a nondriving task but sometimes has to
take over control. We argue that current takeover quality measures, such as the maximum …

Assessing subjective criticality of take-over situations: Validation of two rating scales

F Roche - Accident Analysis & Prevention, 2021 - Elsevier
Assessing subjective criticality of take-over situations is crucial for understanding of take-
over behavior and comparing studies. However, no validated rating scales exist that assess …

Deep Learning Based Take-Over Performance Prediction and Its Application on Intelligent Vehicles

W Liu, Q Li, W Wang, Z Wang, C Zeng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Take-over performance plays a significant role in evaluating drivers' state, and serves as a
crucial reference for enhancing control transitions in the context of conditionally automated …

Personalisation and control transition between automation and driver in highly automated cars

M Flad, P Karg, A Roitberg, M Martin… - … Reliable Technology for …, 2020 - Springer
The goal for the distant future is fully autonomous vehicles, which can handle every possible
situation and change the role of the driver to that of a passenger. On the way to that goal …