Predicting driver takeover performance in conditionally automated driving

N Du, F Zhou, EM Pulver, DM Tilbury, LP Robert… - Accident Analysis & …, 2020 - Elsevier
… model was trained with a random forest model considering the following justifications. First,
as an … Eventually, it could improve driverstakeover performance and enhance the safety 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
… algorithms are integrated to produce safety-related predictions. Precrash kinematic …
Based on these findings and considering the intended applied context in computational testing …

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
… the control of autonomous vehicles (AV) increases road safety [4]… that might be useful when
considering the design of TOR. … automated vehicle drivers, will predict acceptance for several …

Determinants of take-over time from automated driving: A meta-analysis of 129 studies

B Zhang, J De Winter, S Varotto, R Happee… - … research part F: traffic …, 2019 - Elsevier
… time were highly correlated, indicating that the mean is predictive of variability. Our findings
… If drivers do not take over within the available time budget, serious safety issues may occur. …

[HTML][HTML] Examining the effects of emotional valence and arousal on takeover performance in conditionally automated driving

N Du, F Zhou, EM Pulver, DM Tilbury, LP Robert… - … research part C …, 2020 - Elsevier
… the AAA Foundation for Traffic Safety found that nearly 80 percent of drivers expressed anger,
… The present study has several limitations that should be taken into consideration. First, we …

Quantifying the automated vehicle safety performance: A scoping review of the literature, evaluation of methods, and directions for future research

S Sohrabi, A Khodadadi, SM Mousavi… - Accident Analysis & …, 2021 - Elsevier
evaluating different automation levels, and reliability of estimations. This review identifies
four challenges in AV safety evaluation: (… automated driving would negatively affect a take-over

Looking at the driver/rider in autonomous vehicles to predict take-over readiness

N Deo, MM Trivedi - IEEE Transactions on Intelligent Vehicles, 2019 - ieeexplore.ieee.org
… ’s take-over readiness is thus critical for safe and timely … ’driver’ in the context of conditionally
autonomous vehicles to … We consider 4 different object classes: 1no object, cell-phone/tablet…

Psychophysiological responses to takeover requests in conditionally automated driving

N Du, XJ Yang, F Zhou - Accident Analysis & Prevention, 2020 - Elsevier
… significant safety concerns because drivers out of the vehicleConsidering standard
programming practices for the simulator… data can be used to predict objective takeover

Using eye-tracking to investigate the effects of pre-takeover visual engagement on situation awareness during automated driving

N Liang, J Yang, D Yu, KO Prakah-Asante… - Accident Analysis & …, 2021 - Elsevier
… We also consider both AOI-related and non-AOI-related eye-… driver state monitoring and
prediction during normal (semi-)… that you think might be a threat to driving safety. (Choose up to 3 …

Behavioral changes to repeated takeovers in highly automated driving: effects of the takeover-request design and the nondriving-related task modality

F Roche, A Somieski, S Brandenburg - Human factors, 2019 - journals.sagepub.com
Consider that the NDRT switched after the 3 rd takeover situation. Error bars represent 95% …
, and early reaction enables a safe managing of a critical driving situation. These results give …