Estimation of driving style in naturalistic highway traffic using maneuver transition probabilities

G Li, SE Li, B Cheng, P Green - Transportation Research Part C: Emerging …, 2017 - Elsevier
Accurately estimating driving styles is crucial to designing useful driver assistance systems
and vehicle control systems for autonomous driving that match how people drive. This paper …

A cognitive advanced driver assistance systems architecture for autonomous-capable electrified vehicles

KP Divakarla, A Emadi, S Razavi - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Autonomous vehicle industry is making rapid progress in the development of commercial
vehicles with higher levels of autonomy. Although the general advanced driver assistance …

CNN-based driving maneuver classification using multi-sliding window fusion

J Xie, K Hu, G Li, Y Guo - Expert Systems with Applications, 2021 - Elsevier
Driving behavior classification has received increasing attention in recent years, where
driving maneuver classification plays an important role. The first step of building a driving …

Analysis of speed reductions and crash risk of aggressive drivers during emergent pre-crash scenarios at unsignalized intersections

A Adavikottu, NR Velaga - Accident Analysis & Prevention, 2023 - Elsevier
Aggressive driver behavior (ADB) is often linked with road crashes, especially during crash
imminent situations. Previous studies demonstrated that ADB was positively correlated with …

Application of naturalistic driving data: A systematic review and bibliometric analysis

MR Alam, D Batabyal, K Yang, T Brijs… - Accident Analysis & …, 2023 - Elsevier
The application of naturalistic driving data (NDD) has the potential to answer critical
research questions in the area of driving behavior assessment, as well as the impact of …

Maneuver-based driving behavior classification based on random forest

J Xie, M Zhu - IEEE Sensors Letters, 2019 - ieeexplore.ieee.org
Driving behavior classification is highly correlated with vehicle accidents and injury.
Automatically recognizing different driving behaviors is important for improving road safety …

Understanding and modelling risky driving behaviour on high-speed corridors

A Gupta, P Choudhary, M Parida - … research part F: traffic psychology and …, 2021 - Elsevier
This study explores the relationships among various factors influencing risky driving
behaviours, particularly on high-speed corridors (expressways). A total of 546 samples are …

[HTML][HTML] Unveiling gap acceptance behaviour during lane change with EDIV data: A deep dive into driving behaviour on expressway using a three level mixed effect …

A Gupta, P Choudhary, M Parida - IATSS Research, 2024 - Elsevier
Lane change has a potential significance in road safety. Gap acceptance phenomena
serves as a primary and critical phase in lane change maneuver. This study aims to …

How do you want to be driven? investigation of different highly-automated driving styles on a highway scenario

P Rossner, AC Bullinger - Advances in Human Factors of Transportation …, 2020 - Springer
There is not yet sufficient knowledge on how people want to be driven in highly automated
vehicles. In the present study, three different driving styles-dynamic, comfortable and …

A cognitive model to anticipate variations of situation awareness and attention for the takeover in highly automated driving

MSL Scharfe-Scherf, S Wiese, N Russwinkel - Information, 2022 - mdpi.com
The development of highly automated driving requires dynamic approaches that anticipate
the cognitive state of the driver. In this paper, a cognitive model is developed that simulates …