Large-scale mobile traffic analysis: a survey
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 …
their network infrastructure. This is a recently emerged research field, and, apart from a few …
Discovering urban activity patterns in cell phone data
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 …
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
In this paper, we attempt to summarize the impact of technologies, especially intelligent
transportation system (ITS) technologies, on transportation research during the last several …
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 …
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 …
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
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 …
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 …
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 …
element of intelligent transportation systems. For this purpose, various sensors are used to …
Towards realistic urban traffic experiments using DFROUTER: Heuristic, validation and extensions
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 …
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
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 …
volumes, full-coverage traffic state monitoring of a major corridor is urgently needed. In the …