A systematic review of in-vehicle physiological indices and sensor technology for driver mental workload monitoring
The concept of vehicle automation ceases to seem futuristic with the current advancement of
the automotive industry. With the introduction of conditional automated vehicles, drivers are …
the automotive industry. With the introduction of conditional automated vehicles, drivers are …
[HTML][HTML] Impact of non-driving related task types, request modalities, and automation on driver takeover: A meta-analysis
L Jin, X Liu, B Guo, Z Han, Y Wang, Y Cao, X Yang… - Safety Science, 2025 - Elsevier
The transition towards fully automated driving necessitates human intervention in specific
scenarios, making it crucial to understand the factors influencing driver takeover …
scenarios, making it crucial to understand the factors influencing driver takeover …
What and When to Explain? On-road Evaluation of Explanations in Highly Automated Vehicles
Explanations in automated vehicles help passengers understand the vehicle's state and
capabilities, leading to increased trust in the technology. Specifically, for passengers of SAE …
capabilities, leading to increased trust in the technology. Specifically, for passengers of SAE …
[HTML][HTML] Two-stage transition procedure reduces potential hazards on planned transitions in automated driving
The feasibility of human-system transition in conditional automated driving systems remains
an unresolved issue. These advanced systems necessitate support for planned transitions …
an unresolved issue. These advanced systems necessitate support for planned transitions …
Non-driving-related tasks and drivers' takeover time: A meta-analysis
In the pre-era of fully automated vehicles, humans occupy a pivotal role within the driving
system. Extensive research has been conducted to explore how drivers interact with …
system. Extensive research has been conducted to explore how drivers interact with …
The impact of non-driving related tasks on the development of driver sleepiness and takeover performances in prolonged automated driving
Introduction: Vehicle automation is thought to improve road safety since numerous accidents
are caused by human error. However, the lack of active involvement and monotonous …
are caused by human error. However, the lack of active involvement and monotonous …
Exploring driving anger-caused impairment of takeover performance among professional taxi drivers during partially automated driving
Partially automated systems are expected to reduce road crashes related to human error,
even amongst professional drivers. Consequently, the applications of these systems into the …
even amongst professional drivers. Consequently, the applications of these systems into the …
[HTML][HTML] Refining two-stage transition procedures for planned transitions in conditionally automated driving
Conditionally automated driving systems perform all driving tasks under limited conditions,
but still request a person to take over in planned situations, such as approaching a highway …
but still request a person to take over in planned situations, such as approaching a highway …
Ambient light conveying reliability improves drivers' takeover performance without increasing mental workload
Drivers of L3 automated vehicles (AVs) are not required to continuously monitor the AV
system. However, they must be prepared to take over when requested. Therefore, it is …
system. However, they must be prepared to take over when requested. Therefore, it is …
Enhancing safety in conditionally automated driving: can more takeover request visual information make a difference in hazard scenarios with varied hazard visibility?
WC Huang, LH Fan, ZJ Han, YF Niu - Accident Analysis & Prevention, 2024 - Elsevier
Autonomous driving technology has the potential to significantly reduce the number of traffic
accidents. However, before achieving full automation, drivers still need to take control of the …
accidents. However, before achieving full automation, drivers still need to take control of the …