[HTML][HTML] Trajectory data-based traffic flow studies: A revisit
In this paper, we review trajectory data-based traffic flow studies that have been conducted
over the last 15 years. Our purpose is to provide a roadmap for readers who have an interest …
over the last 15 years. Our purpose is to provide a roadmap for readers who have an interest …
[HTML][HTML] Modelling lane-changing execution behaviour in a connected environment: A grouped random parameters with heterogeneity-in-means approach
Lane-changing is performed either to follow the route to a planned destination (ie,
mandatory lane-changing) or to achieve better driving conditions (ie, discretionary lane …
mandatory lane-changing) or to achieve better driving conditions (ie, discretionary lane …
Examining lane change gap acceptance, duration and impact using naturalistic driving data
M Yang, X Wang, M Quddus - Transportation research part C: emerging …, 2019 - Elsevier
Abstract Analysis of lane change is important for microsimulation and safety improvement,
and can also provide reference for advanced driver assistance systems (ADAS) and …
and can also provide reference for advanced driver assistance systems (ADAS) and …
Connectivity's impact on mandatory lane-changing behaviour: Evidences from a driving simulator study
The connected environment provides driving aids to help drivers making efficient and safe
driving decisions. The literature to date is devoid of conclusive evidences of the connected …
driving decisions. The literature to date is devoid of conclusive evidences of the connected …
A novel lane-changing decision model for autonomous vehicles based on deep autoencoder network and XGBoost
X Gu, Y Han, J Yu - IEEE Access, 2020 - ieeexplore.ieee.org
Lane-changing (LC) is a critical task for autonomous driving, especially in complex dynamic
environments. Numerous automatic LC algorithms have been proposed. This topic …
environments. Numerous automatic LC algorithms have been proposed. This topic …
[HTML][HTML] Calibrating lane-changing models: Two data-related issues and a general method to extract appropriate data
Lane-changing is a routine but difficult driving task with important implications on traffic flow
characteristics. Despite significant progresses in lane-changing decision modeling, lane …
characteristics. Despite significant progresses in lane-changing decision modeling, lane …
Analysing and modelling of discretionary lane change duration considering driver heterogeneity
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 …
on freeways based on an enriched dataset that contains the LC vehicle trajectories of 2905 …
Cooperate or not? Exploring drivers' interactions and response times to a lane-changing request in a connected environment
Lane-changing is one of the complex driving tasks that depends on the number of vehicles,
objectives, and lanes. A driver often needs to respond to a lane-changing request of a lane …
objectives, and lanes. A driver often needs to respond to a lane-changing request of a lane …
Impact of heavy vehicles on surrounding traffic characteristics
S Moridpour, E Mazloumi… - Journal of advanced …, 2015 - Wiley Online Library
This work examines the impact of heavy vehicle movements on measured traffic
characteristics in detail. Although the number of heavy vehicles within the traffic stream is …
characteristics in detail. Although the number of heavy vehicles within the traffic stream is …
Comprehensive survival analysis of lane-changing duration
Lane-changing duration (LCD) measures the total time it takes for a vehicle to travel from the
current lane to the target lane. However, there is still a paucity research on LCD up to now …
current lane to the target lane. However, there is still a paucity research on LCD up to now …