Large-scale mobile traffic analysis: a survey

D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …

Discovering urban activity patterns in cell phone data

P Widhalm, Y Yang, M Ulm, S Athavale, MC González - Transportation, 2015 - Springer
Massive and passive data such as cell phone traces provide samples of the whereabouts
and movements of individuals. These are a potential source of information for models of …

Perspectives on future transportation research: Impact of intelligent transportation system technologies on next-generation transportation modeling

B Ran, PJ **, D Boyce, TZ Qiu… - Journal of Intelligent …, 2012 - Taylor & Francis
In this paper, we attempt to summarize the impact of technologies, especially intelligent
transportation system (ITS) technologies, on transportation research during the last several …

Traffic flow estimation models using cellular phone data

N Caceres, LM Romero, FG Benitez… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Traffic volume is a parameter used to quantify demand in transportation studies, and it is
commonly collected by using on-road (fixed) sensors such as inductive loops, cameras, etc …

Evaluating long‐distance travel patterns in Israel by tracking cellular phone positions

S Bekhor, Y Cohen, C Solomon - Journal of Advanced …, 2013 - Wiley Online Library
Long‐distance trips are generally under‐reported in typical household surveys, because of
relative low frequency of these trips. This paper proposes to utilize location data from cellular …

[PDF][PDF] Daily OD matrix estimation using cellular probe data

Y Zhang, X Qin, S Dong, B Ran - 89th Annual meeting …, 2010 - files.topslab.wisc.edu
ABSTRACT 1 With the fast-growing wireless-communication market, the cellular positioning
2 technologies are becoming one of the important means to monitoring real-time traffic …

Handover location accuracy for travel time estimation in GSM and UMTS

D Gundlegård, JM Karlsson - IET Intelligent transport systems, 2009 - IET
Field measurements from the GSM and UMTS networks are analysed in a road traffic
information context. The measurements indicate a potentially large improvement using …

Accuracy analysis of freeway traffic speed estimation based on the integration of cellular probe system and loop detectors

J Zhang, S He, W Wang, F Zhan - Journal of Intelligent …, 2015 - Taylor & Francis
Traffic speed estimation is a fundamental task for traffic management centers and a critical
element of intelligent transportation systems. For this purpose, various sensors are used to …

Towards realistic urban traffic experiments using DFROUTER: Heuristic, validation and extensions

JL Zambrano-Martinez, CT Calafate, D Soler, JC Cano - Sensors, 2017 - mdpi.com
Traffic congestion is an important problem faced by Intelligent Transportation Systems (ITS),
requiring models that allow predicting the impact of different solutions on urban traffic flow …

Large-scale full-coverage traffic speed estimation under extreme traffic conditions using a big data and deep learning approach: Case study in China

F Ding, Z Zhang, Y Zhou, X Chen… - Journal of Transportation …, 2019 - ascelibrary.org
For both travelers and traffic operation centers, especially under extremely large traffic
volumes, full-coverage traffic state monitoring of a major corridor is urgently needed. In the …