A Quantitative Analysis of Cell Tower Trace Data for Understanding Human Mobility and Mobile Networks

Neal Walfield 1 John Linwood Griffin 1 Christian Grothoff 2
1 JHU - Johns Hopkins University
2 TAMIS - Threat Analysis and Mitigation for Information Security
Inria Rennes – Bretagne Atlantique , IRISA-D4 - LANGAGE ET GÉNIE LOGICIEL
Abstract : This paper provides insights into human mobility by analyzing cell tower traces. Cell tower trace data is an attractive method for studying mobility as the data can be collected in an energy-efficient and privacy-preserving way. Our new data set is useful for confirming or determining fundamental mobility parameters and for understanding mobile networks. In particular, we identify patterns in the data that would seem characteristic for particular behaviors, such as travel or work.
Keywords : CCS Concepts ˆNetworks → Network measurement ˆHuman-centered computing → Empirical studies in ubiquitous and mobile computing Keywords Cell tower trace human mobility user study
Type de document :
Communication dans un congrès
6th International Workshop on Mobile Entity Localization, Tracking and Analysis (MELT), Oct 2016, San Francisco, United States. 2016, 〈https://sites.google.com/site/meltworks/home〉. 〈10.1145/1235〉
Liste complète des métadonnées

Littérature citée [18 références]  Voir  Masquer  Télécharger
https://hal.inria.fr/hal-01378622
Contributeur : Christian Grothoff <>
Soumis le : lundi 10 octobre 2016 - 15:13:23
Dernière modification le : mercredi 16 mai 2018 - 11:24:11
Document(s) archivé(s) le : samedi 4 février 2017 - 01:36:41

Fichier

melt2016.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

INRIA | IRISA | CENTRALESUPELEC | UR1-UFR-ISTIC | UNIV-RENNES

Citation

Neal Walfield, John Linwood Griffin, Christian Grothoff. A Quantitative Analysis of Cell Tower Trace Data for Understanding Human Mobility and Mobile Networks. 6th International Workshop on Mobile Entity Localization, Tracking and Analysis (MELT), Oct 2016, San Francisco, United States. 2016, 〈https://sites.google.com/site/meltworks/home〉. 〈10.1145/1235〉. 〈hal-01378622〉

Exporter

BibTeX TEI DC DCterms EndNote

Partager

Métriques

Consultations de la notice

212

Téléchargements de fichiers

127

Contact


archive-ouverte@inria.fr