Driver-behavior modeling using on-road driving data: A new application for behavior signal processing
C Miyajima, K Takeda - IEEE Signal Processing Magazine, 2016 - ieeexplore.ieee.org
This article reviews data-centric approaches for statistical modeling of driver behavior.
Modeling driver behavior is challenging due to its stochastic nature and the high degree of …
Modeling driver behavior is challenging due to its stochastic nature and the high degree of …
Understanding user reliance on AI in assisted decision-making
Proper calibration of human reliance on AI is fundamental to achieving complementary
performance in AI-assisted human decision-making. Most previous works focused on …
performance in AI-assisted human decision-making. Most previous works focused on …
The effects of continuous driving-related feedback on drivers' response to automation failures
G Cohen-Lazry, A Borowsky… - Proceedings of the …, 2017 - journals.sagepub.com
During prolonged periods of autonomous driving, drivers tend to shift their attention away
from the driving task. As a result, they require more time to regain awareness of the driving …
from the driving task. As a result, they require more time to regain awareness of the driving …
Influences of different traffic information on driver behaviors while interacting with oncoming traffic in level 2 automated driving
To practically apply level 2 automated driving in complicated conditions including
intersections where events that require manual interventions occur frequently, it is necessary …
intersections where events that require manual interventions occur frequently, it is necessary …
What attracts the driver's eye? Attention as a function of task and events
YB Eisma, DJ Eijssen, JCF de Winter - Information, 2022 - mdpi.com
This study explores how drivers of an automated vehicle distribute their attention as a
function of environmental events and driving task instructions. Twenty participants were …
function of environmental events and driving task instructions. Twenty participants were …
Influences of Level 2 Automated Driving on Driver Behaviors: A Comparison With Manual Driving
It is becoming a common scene to observe the usages of level 2 automated driving in our
daily life. To ensure driving safety while using the level 2 automated driving systems in …
daily life. To ensure driving safety while using the level 2 automated driving systems in …
Variable selection and modeling of drivers' decision in overtaking behavior based on logistic regression model with gazing information
JC Nwadiuto, S Yoshino, H Okuda, T Suzuki - IEEE Access, 2021 - ieeexplore.ieee.org
This paper investigates the decision-making characteristics of the driver in the overtaking on
the highway road. For the research purpose, a novel method was proposed by introducing a …
the highway road. For the research purpose, a novel method was proposed by introducing a …
Design of a knowledge-base strategy for capability-aware treatment of uncertainties of automated driving systems
Abstract Automated Driving Systems (ADS) represent a key technological advancement in
the area of Cyber-physical systems (CPS) and Embedded Control Systems (ECS) with the …
the area of Cyber-physical systems (CPS) and Embedded Control Systems (ECS) with the …
Using Markov chains to understand the sequence of drivers' gaze transitions during lane-changes in automated driving
This paper reports the results of a driving simulator study, which analyzed differences in
drivers' raw gaze transition patterns during different stages of a lane-change maneuver …
drivers' raw gaze transition patterns during different stages of a lane-change maneuver …
Safety criteria analysis for negotiating blind corners in personal mobility vehicles based on driver's attention simulation on 3D map
In this study, we attempt to establish the numerical safety criteria for negotiating blind
corners in personal mobility vehicles (PMVs). Safety should be the most important …
corners in personal mobility vehicles (PMVs). Safety should be the most important …