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Macroscopic traffic models from microscopic car-following models [PDF]
Physical Review E, 2001 12 pages, 4 figures; to appear in Phys.
Lee, H. K., Lee, H. -W., Kim, D.
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World Electric Vehicle Journal, 2023 Despite the significant impact of network hyperparameters on deep learning car-following models, there has been relatively little research on network hyperparameters of deep learning car-following models.
Pinpin Qin +5 more
doaj +1 more source
International Journal of Transportation Science and Technology, 2022 The existing conventional traffic flow models aims to simulate human-driven following vehicles in real world. In this era of emerging transport solutions, controlling or intervening traffic flow to achieve high fuel efficiency along with good driving ...
Yang Yu, Xiaobo Qu
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Mathematical Biosciences and Engineering, 2023 There is limited research on the loss and reconstruction of car-following features. To delve into car-following's characteristics, we propose a car-following model based on LSTM-Transformer.
Pinpin Qin +4 more
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Assessing the Impacts of Autonomous Vehicles on Road Congestion Using Microsimulation
Sensors, 2022 The introduction of autonomous vehicles has been considered as a possible option for reducing traffic congestion in many transport studies. Many types of models, in particular car-following microsimulation models have been adopted in most studies.
Areej Malibari +2 more
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Calibrating microscopic car following models for adaptive cruise control vehicles: a multi-objective approach [PDF]
arXiv.org, 2020 Adaptive cruise control (ACC) vehicles are the first step toward comprehensive vehicle automation. However, the impacts of such vehicles on the underlying traffic flow are not yet clear.
Felipe Augusto de Souza +1 more
semanticscholar +1 more source
FollowNet: A Comprehensive Benchmark for Car-Following Behavior Modeling
Scientific Data, 2023 Car-following is a control process in which a following vehicle adjusts its acceleration to keep a safe distance from the lead vehicle. Recently, there has been a booming of data-driven models that enable more accurate modeling of car-following through ...
Xianda Chen +8 more
doaj +1 more source
Analysis of car following headway along multilane highway [PDF]
, 2016 This study describes driver’s car following headway on multilane highways. The aim of this study is to analyse the driver’s car following headway along multilane highway at four selected locations.
Hamid, Nor Baizura +5 more
core +2 more sources
Future Transportation, 2021 Traffic safety studies need more than what the current micro-simulation models can provide, as they presume that all drivers exhibit safe behaviors. Therefore, existing micro-simulation models are inadequate to evaluate the safety impacts of managed ...
Kaveh Bevrani, Edward Chung, Pauline Teo
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Multianticipative Piecewise-Linear Car-Following Model [PDF]
Transportation Research Record: Journal of the Transportation Research Board, 2012 An extension of the piecewise-linear car-following model to multianticipative driving is proposed. As in the one-car-anticipative model, the stability and the stationary regimes are characterized through a variational formulation of the car dynamics.
Farhi, Nadir +2 more
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