Utilizing UAV video data for in-depth analysis of drivers' crash risk at interchange merging areas

X Gu, M Abdel-Aty, Q **ang, Q Cai, J Yuan - Accident Analysis & Prevention, 2019 - Elsevier
The interchange merging area suffers a high crash risk in the freeway system, which is
greatly related to the intense mandatory merging maneuvers. Ignoring such correlation may …

Analysing and modelling of discretionary lane change duration considering driver heterogeneity

G Li, Z Yang, Y Pan, J Ma - Transportmetrica B: Transport …, 2023 - Taylor & Francis
This paper aims to investigate the characteristics of discretionary lane change (LC) duration
on freeways based on an enriched dataset that contains the LC vehicle trajectories of 2905 …

Investigating drivers' mandatory lane change behavior on the weaving section of freeway with managed lanes: A driving simulator study

J Yuan, M Abdel-Aty, Q Cai, J Lee - … research part F: traffic psychology and …, 2019 - Elsevier
Managed lanes (MLs) system has been widely implemented on freeways to mitigate
congestion and improve efficiency. MLs are usually designed as concurrent with general …

Stochastic modeling of breakdown at freeway merge bottleneck and traffic control method using connected automated vehicle

Y Han, S Ahn - Transportation research part B: methodological, 2018 - Elsevier
This paper proposes a novel breakdown probability model based on microscopic driver
behavior for a freeway merge bottleneck. Extending Newell's car following model to describe …

Effects of configuration elements and traffic flow conditions on lane-changing rates at the weaving segments

P Ouyang, P Liu, Y Guo, K Chen - … research part A: policy and practice, 2023 - Elsevier
The objective of this study is to evaluate the effects of configuration elements and traffic flow
conditions on lane-changing rates at weaving segments. To achieve this, data collected from …

Modeling merging acceleration and deceleration behavior based on gradient-boosting decision tree

G Li, S Fang, J Ma, J Cheng - Journal of transportation engineering …, 2020 - ascelibrary.org
This paper aims to model the behavior of merging acceleration/deceleration when cars are
running in a congested weaving section on a freeway during the merging implementation …

Application of finite mixture of logistic regression for heterogeneous merging behavior analysis

G Li - Journal of Advanced Transportation, 2018 - Wiley Online Library
A finite mixture of logistic regression model (FMLR) was applied to analyze the
heterogeneity within the merging driver population. This model can automatically provide …

Modeling vehicle merging position selection behaviors based on a finite mixture of linear regression models

G Li, Y Pan, Z Yang, J Ma - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicle merging is a complex and tactical decision process. Merging position selection
behavior has been largely ignored in microscopic traffic simulators. Driver heterogeneity has …

[HTML][HTML] Effects of Lane Imbalance on Capacity Drop and Emission in Expressway Merging Areas: A Simulation Analysis

K Zhang, J Rong, Y Gao, Y Chen - Sustainability, 2024 - mdpi.com
Lane imbalance does not provide sufficient space for merging vehicles to adjust their speed
and change lanes smoothly. This leads to improper driving behavior that disrupts mainline …

Characteristics of heavy vehicle discretionary lane changing based on trajectory data

G Li, J Ma, Z Yang - Transportation research record, 2022 - journals.sagepub.com
A comprehensive analysis of the motivations, gap acceptance, duration, and speed
adjustment of heavy vehicle lane changes (LC) is conducted in this paper. An rich data set …