Results 11 to 20 of about 5,474,771 (289)
Driver Lane-Changing Behavior Prediction Based on Deep Learning
Journal of Advanced Transportation, 2021 A correct lane-changing plays a crucial role in traffic safety. Predicting the lane-changing behavior of a driver can improve the driving safety significantly. In this paper, a hybrid neural network prediction model based on recurrent neural network (RNN)
Cheng Wei, Fei Hui, Asad J. Khattak
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Empirical study of lane-changing behavior on three Chinese freeways. [PDF]
PLoS One, 2018 Lane-changing (LC) behavior is investigated on Chinese freeways, where the driving circumstances are relatively aggressive. Three data sets were collected from urban expressways and an intercity highway in the form of traffic videos. Different aspects of
Guo M, Wu Z, Zhu H.
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Lane-Level Road Map Construction considering Vehicle Lane-Changing Behavior
Journal of Advanced Transportation, 2022 In recent years, the construction of lane-level road maps has received extensive attention from industry and academia. It has been widely studied because this kind of map provides the foundation for much research, such as high-precision navigation ...
Liang Fan +4 more
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Mathematical Modeling and Parameter Estimation of Lane-Changing Vehicle Behavior Decisions
MathematicsLane changing is a crucial scenario in traffic environments, and accurately recognizing and predicting lane-changing behavior is essential for ensuring the safety of both autonomous vehicles and drivers.
Jianghui Wen +3 more
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Lane-Changing Behavior Prediction Based on Game Theory and Deep Learning
Journal of Advanced Transportation, 2021 Lane changing is an important scenario in traffic environments, and accurate prediction of lane-changing behavior is essential to ensure traffic and driver safety.
Shuo Jia +4 more
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Research on Mandatory Lane-Changing Behavior in Highway Weaving Sections
Journal of Advanced Transportation, 2020 As the accident-prone sections and bottlenecks, highway weaving sections will become more complicated when it comes to the mixed-traffic environments with connected and automated vehicles (CAVs) and human-driven vehicles (HVs).
Wei Hao +5 more
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Journal of Advanced Transportation, 2022 The behavior of changing lanes has a great impact on road traffic with heavy traffic. Traffic flow density is one of the important parameters that characterize the characteristics of traffic flow, and it will also be affected by the behavior of changing ...
Han Xie, Juanxiu Zhu, Huawei Duan
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Modeling of Lane Changing Behavior of Connected Driving Based on Vehicle Interaction Potential
Applied SciencesAiming at the interactive behavior of vehicles changing lanes in the intelligent network traffic environment, the relative position of vehicle, speed, acceleration, and steering angle are introduced to correct the molecular interaction potential, and the
Juan Li +4 more
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An entropy-based analysis of lane changing behavior: An interactive approach [PDF]
Traffic Injury Prevention, 2017 Objectives: As a novelty, this article proposes the nonadditive entropy framework for the description of driver behaviors during lane changing. The authors also state that this entropy framework governs the lane changing behavior in traffic flow in ...
Özdemir, Serhan, Koşun, Çağlar
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Anticipatory behavior in lane changing models [PDF]
, 2006 Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Civil and Environmental Engineering, 2006.Includes bibliographical references (p. 118-120).Actions performed by drivers in case of lane changing behavior are usually the result of some plan ...
Rao, Anita (Anita Anant)
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