Inferring fine-grained transport modes from mobile phone cellular signaling data

K Chin, H Huang, C Horn, I Kasanicky… - … , Environment and Urban …, 2019 - Elsevier
Due to the ubiquity of mobile phones, mobile phone network data (eg, Call Detail Records,
CDR; and cellular signaling data, CSD), which are collected by mobile telecommunication …

Online estimation and prediction of large-scale network traffic from sparse probe vehicle data

S Taguchi, T Yoshimura - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Network traffic prediction based on probe vehicle data is important for traffic management
and route recommendation and has been intensively studied. Previous traffic prediction …

Traffic analysis in a smart city

C Bachechi, L Po - IEEE/WIC/ACM International Conference on Web …, 2019 - dl.acm.org
Urbanization is accelerating at a high pace. This places new and critical issues on the
transition towards smarter, efficient, livable as well as economically, socially and …

Exploiting cellular networks for road traffic estimation: A survey and a research roadmap

D Valerio, A D'Alconzo, F Ricciato… - VTC Spring 2009 …, 2009 - ieeexplore.ieee.org
In this contribution we address the problem of using cellular network signaling for inferring
real-time road traffic information. We survey and categorize the approaches that have been …

Transport-domain applications of widely used data sources in the smart transportation: A survey

S Dabiri, K Heaslip - arXiv preprint arXiv:1803.10902, 2018 - arxiv.org
The rapid growth of population and the permanent increase in the number of vehicles
engender several issues in transportation systems, which in turn call for an intelligent and …

Irregular traffic time series forecasting based on asynchronous spatio-temporal graph convolutional network

W Zhang, L Zhang, J Han, H Liu, J Zhou, Y Mei… - arXiv preprint arXiv …, 2023 - arxiv.org
Accurate traffic forecasting at intersections governed by intelligent traffic signals is critical for
the advancement of an effective intelligent traffic signal control system. However, due to the …

Urban traffic state estimation: Fusing point and zone based data

A Bhaskar, T Tsubota, E Chung - Transportation Research Part C …, 2014 - Elsevier
Loop detectors are the oldest and widely used traffic data source. On urban arterials, they
are mainly installed for signal control. Recently state-of-the art Bluetooth MAC Scanners …

Continuous emulation and multiscale visualization of traffic flow using stationary roadside sensor data

H Xu, A Berres, SA Tennille… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With the advent of the next-generation traffic monitoring systems, there has been a
significant increase in the spatial-temporal resolution of vehicle mobility data in many cities …

Probe vehicle based real-time traffic monitoring on urban roadways

Y Feng, J Hourdos, GA Davis - Transportation Research Part C: Emerging …, 2014 - Elsevier
Travel time estimation and prediction on urban arterials is an important component of Active
Traffic and Demand Management Systems (ATDMS). This paper aims in using the …

What is the root cause of congestion in urban traffic networks: Road infrastructure or signal control?

W Yue, C Li, Y Chen, P Duan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Identifying the root cause of congestion and taking appropriate strategies to improve traffic
network performance are important goals of Advanced Traffic Management Systems …