Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions

S Atakishiyev, M Salameh, H Yao, R Goebel - IEEE Access, 2024 - ieeexplore.ieee.org
Autonomous driving has achieved significant milestones in research and development over
the last two decades. There is increasing interest in the field as the deployment of …

Toward human-vehicle collaboration: Review and perspectives on human-centered collaborative automated driving

Y Xing, C Lv, D Cao, P Hang - Transportation research part C: emerging …, 2021 - Elsevier
The last decade witnessed a great development of automated driving vehicles (ADVs) and
vehicle intelligence. The significant increment of machine intelligence poses a new …

Explanations in autonomous driving: A survey

D Omeiza, H Webb, M Jirotka… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The automotive industry has witnessed an increasing level of development in the past
decades; from manufacturing manually operated vehicles to manufacturing vehicles with a …

Takeover time in highly automated vehicles: noncritical transitions to and from manual control

A Eriksson, NA Stanton - Human factors, 2017 - journals.sagepub.com
Objective: The aim of this study was to review existing research into driver control transitions
and to determine the time it takes drivers to resume control from a highly automated vehicle …

[HTML][HTML] Vulnerable road users and the coming wave of automated vehicles: Expert perspectives

W Tabone, J De Winter, C Ackermann… - Transportation research …, 2021 - Elsevier
Automated driving research over the past decades has mostly focused on highway
environments. Recent technological developments have drawn researchers and …

Toward computational simulations of behavior during automated driving takeovers: a review of the empirical and modeling literatures

AD McDonald, H Alambeigi, J Engström… - Human …, 2019 - journals.sagepub.com
Objective: This article provides a review of empirical studies of automated vehicle takeovers
and driver modeling to identify influential factors and their impacts on takeover performance …

Automated driving: A literature review of the take over request in conditional automation

W Morales-Alvarez, O Sipele, R Léberon, HH Tadjine… - Electronics, 2020 - mdpi.com
In conditional automation (level 3), human drivers can hand over the Driving Dynamic Task
(DDT) to the Automated Driving System (ADS) and only be ready to resume control in …

Take-over again: Investigating multimodal and directional TORs to get the driver back into the loop

S Petermeijer, P Bazilinskyy, K Bengler, J De Winter - Applied ergonomics, 2017 - Elsevier
When a highly automated car reaches its operational limits, it needs to provide a take-over
request (TOR) in order for the driver to resume control. The aim of this simulator-based study …

Human factors of transitions in automated driving: A general framework and literature survey

Z Lu, R Happee, CDD Cabrall, M Kyriakidis… - … research part F: traffic …, 2016 - Elsevier
The topic of transitions in automated driving is becoming important now that cars are
automated to ever greater extents. This paper proposes a theoretical framework to support …

Predicting driver takeover performance in conditionally automated driving

N Du, F Zhou, EM Pulver, DM Tilbury, LP Robert… - Accident Analysis & …, 2020 - Elsevier
In conditionally automated driving, drivers have difficulty taking over control when requested.
To address this challenge, we aimed to predict drivers' takeover performance before the …