Recent developments and research needs in modeling lane changing

Z Zheng - Transportation research part B: methodological, 2014 - Elsevier
This paper comprehensively reviews recent developments in modeling lane-changing
behavior. The major lane changing models in the literature are categorized into two groups …

[HTML][HTML] Review and assessment of different perspectives of vehicle-pedestrian conflicts and crashes: Passive and active analysis approaches

A Sheykhfard, F Haghighi, E Papadimitriou… - Journal of traffic and …, 2021 - Elsevier
The importance of investigating pedestrian safety has been evaluated repeatedly in safety
studies. The present study attempts to evaluate the various methods used by previous …

A data-driven lane-changing model based on deep learning

DF Xie, ZZ Fang, B Jia, Z He - Transportation research part C: emerging …, 2019 - Elsevier
Abstract Lane-changing (LC), which is one of the basic driving behavior, largely impacts on
traffic efficiency and safety. Modeling an LC process is challenging due to the complexity …

A novel lane change decision-making model of autonomous vehicle based on support vector machine

Y Liu, X Wang, L Li, S Cheng, Z Chen - IEEE access, 2019 - ieeexplore.ieee.org
Autonomous driving is a crucial issue of the automobile industry, and research on lane
change is its significant part. Previous works on the autonomous vehicle lane change mainly …

Multi-agent DRL-based lane change with right-of-way collaboration awareness

J Zhang, C Chang, X Zeng, L Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Lane change is a common-yet-challenging driving behavior for automated vehicles. To
improve the safety and efficiency of automated vehicles, researchers have proposed various …

[HTML][HTML] Driver sleepiness, fatigue, careless behavior and risk of motor vehicle crash and injury: Population based case and control study

A Bener, E Yildirim, T Özkan, T Lajunen - Journal of Traffic and …, 2017 - Elsevier
Background A few studies have been conducted to determine the relationship between road
motor vehicle crashes (MVC) and serious injuries related to tiredness, fatigues and sleeping …

The influence of traffic, geometric and context variables on urban crash types: A grouped random parameter multinomial logit approach

P Intini, N Berloco, A Fonzone, G Fountas… - Analytic methods in …, 2020 - Elsevier
Numerous road safety studies have been dedicated to the estimation of crash frequency and
injury severity models. However, previous research has shown that different factors may …

Modeling carbon emissions from urban traffic system using mobile monitoring

DJ Sun, Y Zhang, R Xue, Y Zhang - Science of the Total Environment, 2017 - Elsevier
Comprehensive analyses of urban traffic carbon emissions are critical in achieving low-
carbon transportation. This paper started from the architecture design of a carbon emission …

Short‐term bus passenger demand prediction based on time series model and interactive multiple model approach

R Xue, D Sun, S Chen - Discrete Dynamics in Nature and …, 2015 - Wiley Online Library
Although bus passenger demand prediction has attracted increased attention during recent
years, limited research has been conducted in the context of short‐term passenger demand …

Predicting lane-changing risk level based on vehicles' space-series features: A pre-emptive learning approach

T Chen, X Shi, YD Wong, X Yu - Transportation research part C: emerging …, 2020 - Elsevier
Vehicles' risky lane-changing (LC) maneuver has significant impact on road traffic safety. As
an innovation compared with the posterior LC risk prediction methods proposed in previous …