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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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Bayesian Calibration of Car-Following Models
IFAC Proceedings Volumes, 2009 Abstract Recent research has revealed that there exist large inter-driver differences in car-following behavior such that different car-following models may apply to different drivers. This study applies Bayesian techniques to the calibration of car-following models, where prior distributions on each model parameter are converted to posterior ...
Van Hinsbergen, C.P.IJ. (author) +3 more
openaire +4 more sources
An analysis of Gipps' car-following model of highway traffic [PDF]
, 2001 A mathematical analysis of Gipps's (1981) car?following model is performed. This model is of practical importance as it powers the UK Transport Research Laboratory highway simulation package SISTM.
Wilson, R E
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Transmission Capacity Analysis for Vehicular Ad Hoc Networks
IEEE Access, 2018 Traditional studies focused on the transmission capacity of vehicular ad hoc network (VANET) contains two deficiencies: the lack of a realistic model mimicking the behaviors of vehicles and the failure to consider the impacts from enhanced distributed ...
Xinxin He, Weisen Shi, Tao Luo
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IEEE Access, 2020 In this study, to explore the demand characteristics of autonomous coaches in mixed traffic flow, two sections of an expressway were selected for vehicle experiments.
Chen Zhao +3 more
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, 2020 Lane changing dynamics are an important part of traffic microsimulation and are vital for modeling weaving sections and merge bottlenecks. However, there is often much more emphasis placed on car following and gap acceptance models, whereas lane changing
Gao, H. Oliver, Keane, Ronan
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A Car-Following Driver Model Capable of Retaining Naturalistic Driving Styles
Journal of Advanced Transportation, 2020 The modeling of car-following behavior is an attractive research topic in traffic simulation and intelligent transportation. The driver plays an important role in car following but is ignored by most car-following models.
Jie Hu, Sheng Luo
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Journal of Advanced Transportation, 2021 We investigate the dynamic performance of traffic flow using a modified optimal velocity car-following model. In the car-following scenarios, the following vehicle must continuously adjust the following distance to the preceding vehicle in real time.
Lei Zhang +4 more
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Research on car-following model based on molecular dynamics
Advances in Mechanical Engineering, 2021 The car-following model has always been a research hot spot in the field of traffic flow theory. Modeling the car-following behavior can quantify the longitudinal interaction between cars, thereby understanding the characteristics of traffic flow, and ...
Yanfeng Jia +4 more
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Exact shock solution of a coupled system of delay differential equations: a car-following model [PDF]
, 2007 In this paper, we present exact shock solutions of a coupled system of delay differential equations, which was introduced as a traffic-flow model called {\it the car-following model}.
Bando M. +7 more
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