Traffic state estimation on highway: A comprehensive survey

T Seo, AM Bayen, T Kusakabe, Y Asakura - Annual reviews in control, 2017 - Elsevier
Traffic state estimation (TSE) refers to the process of the inference of traffic state variables
(ie, flow, density, speed and other equivalent variables) on road segments using partially …

Spatiotemporal traffic forecasting: review and proposed directions

A Ermagun, D Levinson - Transport Reviews, 2018 - Taylor & Francis
This paper systematically reviews studies that forecast short-term traffic conditions using
spatial dependence between links. We extract and synthesise 130 research papers …

On the new era of urban traffic monitoring with massive drone data: The pNEUMA large-scale field experiment

E Barmpounakis, N Geroliminis - Transportation research part C: emerging …, 2020 - Elsevier
The new era of sharing information and “big data” has raised our expectations to make
mobility more predictable and controllable through a better utilization of data and existing …

Urban computing: concepts, methodologies, and applications

Y Zheng, L Capra, O Wolfson, H Yang - ACM Transactions on Intelligent …, 2014 - dl.acm.org
Urbanization's rapid progress has modernized many people's lives but also engendered big
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …

Driving with knowledge from the physical world

J Yuan, Y Zheng, X **e, G Sun - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
This paper presents a Cloud-based system computing customized and practically fast
driving routes for an end user using (historical and real-time) traffic conditions and driver …

[HTML][HTML] Traffic congestion patterns in the urban road network:(Dammam metropolitan area)

KM Almatar - Ain Shams engineering journal, 2023 - Elsevier
Traffic congestion is a significant problem affecting the sustainable development of urban
traffic. It is important to analyze the congestion and forecast future traffic models to prevent …

From taxi GPS traces to social and community dynamics: A survey

PS Castro, D Zhang, C Chen, S Li, G Pan - ACM Computing Surveys …, 2013 - dl.acm.org
Vehicles equipped with GPS localizers are an important sensory device for examining
people's movements and activities. Taxis equipped with GPS localizers serve the …

Tracking unmodified smartphones using wi-fi monitors

ABM Musa, J Eriksson - Proceedings of the 10th ACM conference on …, 2012 - dl.acm.org
Smartphones with Wi-Fi enabled periodically transmit Wi-Fi messages, even when not
associated to a network. In one 12-hour trial on a busy road (average daily traffic count …

A unified framework for vehicle rerouting and traffic light control to reduce traffic congestion

Z Cao, S Jiang, J Zhang, H Guo - IEEE transactions on …, 2016 - ieeexplore.ieee.org
As the number of vehicles grows rapidly each year, more and more traffic congestion occurs,
becoming a big issue for civil engineers in almost all metropolitan cities. In this paper, we …

Urban traffic modelling and prediction using large scale taxi GPS traces

PS Castro, D Zhang, S Li - International Conference on Pervasive …, 2012 - Springer
Monitoring, predicting and understanding traffic conditions in a city is an important problem
for city planning and environmental monitoring. GPS-equipped taxis can be viewed as …