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Analysis of Lane-Changing Decision-Making Behavior of Autonomous Vehicles Based on Molecular Dynamics [PDF]

open access: yesSensors, 2022
Along with the rapid development of autonomous driving technology, autonomous vehicles are showing a trend of practicality and popularity. Autonomous vehicles perceive environmental information through sensors to provide a basis for the decision making ...
Dayi Qu   +4 more
doaj   +2 more sources

Trajectory-based characteristic analysis and decision modeling of the lane-changing process in intertunnel weaving sections. [PDF]

open access: yesPLoS ONE, 2022
Existing lane-changing models generally neglect the detailed modeling of lane-changing actions and model lane-changing only as an instantaneous event. In this study, an intertunnel weaving section was taken as the background, the lane-changing duration ...
Yi Zhao   +3 more
doaj   +2 more sources

Study on the multi-lane lattice model for highways based on a novel lane-changing mechanism [PDF]

open access: yesHeliyon
This paper reconstructs the lane-changing rules of a multi-lane highway system based on the aggressive lane-changing characteristics of actual drivers. Based on these observations, a new multi-lane lattice model is proposed.
Yi-rong Kang, Chuan Tian
doaj   +2 more sources

Vehicle Lane Change Models—A Historical Review

open access: yesApplied Sciences, 2023
Lane changing is a complex operation that has a significant impact on traffic safety. The accurate identification and assessment of potential risks in the driving environment before lane changing is crucial for the safe and smooth completion of a lane ...
Xinchao Liu, Liang Hong, Yier Lin
doaj   +1 more source

Modelling lane-changing execution behaviour in a connected environment: A grouped random parameters with heterogeneity-in-means approach

open access: yesCommunications in Transportation Research, 2021
Lane-changing is performed either to follow the route to a planned destination (i.e., mandatory lane-changing) or to achieve better driving conditions (i.e., discretionary lane-changing). A connected environment is expected to assist during lane-changing
Yasir Ali   +2 more
doaj   +1 more source

Automatic Lane-Changing Decision Based on Single-Step Dynamic Game with Incomplete Information and Collision-Free Path Planning

open access: yesActuators, 2021
Traffic accidents are often caused by improper lane changes. Although the safety of lane-changing has attracted extensive attention in the vehicle and traffic fields, there are few studies considering the lateral comfort of vehicle users in lane-changing
Hongbo Wang, Shihan Xu, Longze Deng
doaj   +1 more source

Choice of Lane-Changing Point in an Urban Intertunnel Weaving Section Based on Random Forest and Support Vector Machine

open access: yesPromet (Zagreb), 2023
Urban intertunnel weaving (UIW) section is a special type of weaving section, where various lane-changing behaviours occur. To gain insight into the lane-changing behaviour in the UIW section, in this paper we attempt to analyse the decision feature and ...
Chuwei Zhao   +4 more
doaj   +1 more source

Modeling the Risks of Lane-Changing on Adjacent Sections of Tunnel Entrances

open access: yesIEEE Access, 2023
The entrances of tunnels are generally considered to be accident-prone locations, and accidents related to this area mainly include rear-end and sideswipe crashes, which are also associated with lane-changing behaviours.
Huiying Wen, Zheng Chen
doaj   +1 more source

Empirics and Models of Fragmented Lane Changes

open access: yesIEEE Open Journal of Intelligent Transportation Systems, 2020
Existing microscopic traffic models represent the lane-changing maneuver as a continuous and uninterrupted lateral movement of the vehicle from its original to the target lane. We term this representation as Continuous Lane-Changing (CLC).
Freddy Antony Mullakkal-Babu   +3 more
doaj   +1 more source

Analysis and Modeling of Lane-Changing Game Strategy for Autonomous Driving Vehicles

open access: yesIEEE Access, 2022
Autonomous driving vehicles have some advantages, such as alleviating tasks of drivers and reducing carbon emissions. With the advancement of intelligent network connection technology, autonomous driving vehicles are showing a trend of practicality and ...
Dayi Qu   +4 more
doaj   +1 more source

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