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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
DBLP
Article . 2009
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Cellular Flow in Mobility Networks.

Authors: MILANI, Alfredo; Gentili E.; POGGIONI, VALENTINA;

Cellular Flow in Mobility Networks.

Abstract

Nearly all the members of adult population in major developed countries transport a GSM/UMTS mobile terminal which, besides its communication purpose, can be seen as a mobility sensor, i.e. an electronic individual tag. The temporal and spatial movements of these mobile tags being recorded allows their flows to be analyzed without placing costly ad hoc sensors and represents a great potential for road traffic analysis, forecasting, real time monitoring and, ultimately, for the analysis and the detection of events and processes besides the traffic domain as well. In this paper a model which integrates mobility constraints with cellular networks data flow is proposed in order to infer the flow of users in the underlying mobility infrastructure. An adaptive flow estimation technique is used to refine the flow analysis when the complexity of the mobility network increases. The inference process uses anonymized temporal series of cell handovers which meet privacy and scalability requirements. The integrated model has been successfully experimented in the domain of car accident detection.

Country
Italy
Related Organizations
Keywords

Mobile networks, spatial data mining, traffic flow, analysis

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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