GE-GAN: A novel deep learning framework for road traffic state estimation

D Xu, C Wei, P Peng, Q Xuan, H Guo - Transportation Research Part C …, 2020 - Elsevier
Traffic state estimation is a crucial elemental function in Intelligent Transportation Systems
(ITS). However, the collected traffic state data are often incomplete in the real world. In this …

Real-time Lagrangian traffic state estimator for freeways

Y Yuan, JWC Van Lint, RE Wilson… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
Freeway traffic state estimation and prediction are central components in real-time traffic
management and information applications. Model-based traffic state estimators consist of a …

Nonlinear Kalman filtering algorithms for on-line calibration of dynamic traffic assignment models

C Antoniou, M Ben-Akiva… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
An online calibration approach that jointly estimates demand and supply parameters of
dynamic traffic assignment (DTA) systems is presented and empirically validated through an …

[图书][B] Lagrangian multi-class traffic state estimation

Y Yuan - 2013 - academia.edu
Traffic and transport research is truly attractive to me. To explore the problem that relates
closely to our life also motivates me. This is the reason why I dive into the field of traffic …

Virtual speed sensors based algorithm for expressway traffic state estimation

DW Xu, HH Dong, LM Jia, Y Qin - Science China Technological Sciences, 2012 - Springer
The accurate estimation of expressway traffic state can provide decision-making for both
travelers and traffic managers. The speed is one of the most representative parameter of the …

Dynamic estimation of headway distance in vehicle platoon system under unexpected car-following situations

H Suzuki, T Nakatsuji - Transportation Research Procedia, 2015 - Elsevier
The headway distance between vehicles in a platoon is difficult to measure unless the
vehicles are equipped with costly equipment such as laser or radar sensors, or an image …

Lagrangian-Space Based Travel Time Estimation Model for Non-Pipeline Corridor

H Yang - CICTP 2020, 2020 - ascelibrary.org
The convenience of vehicle traffic flow models provides flexibility in conducting traffic state
estimation based on data collected from moving sensors. In this paper, we propose a …

Calage en ligne d'un modèle dynamique de trafic routier pour l'estimation en temps réel des conditions de circulation

A Clairais - 2019 - theses.hal.science
Les modèles de trafic ont une importance capitale pour la compréhension et la prévision
des phénomènes liés aux conditions de circulation. Ils représentent une aide précieuse à …

車両追従モデルを組み込んだデュアルフィルタによる車群走行車両の車間距離推定

鈴木宏典, 生駒哲一, 中辻隆 - 自動車技術会論文集, 2015 - jstage.jst.go.jp
抄録 車群追従走行する各車両の車間距離を推定する試みを行った. 状態方程式を車間距離の保存
則, 観測方程式を追従モデルでそれぞれ定式化し, オンラインで観測される車両の加速度と速度を …