Population Mobility Data Retrieval from Wireless Cellular Networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F19%3APU133353" target="_blank" >RIV/00216305:26220/19:PU133353 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Population Mobility Data Retrieval from Wireless Cellular Networks
Original language description
The paper deals with big data analytic of location and operational data of wireless cellular networks. The spatial and temporal data in mobile networks provides an important information about movements in territory. First of all, all records had been anonymized before were processed. Results are presented in the aggregated form as a number of residents, in-commuters and out-commuters in the selected territory. The overall view provides detailed information concerning a granularity at the level of residential units and also time span. For this purpose, authors implemented new approaches, algorithms, individual components and tools in the Apache Hadoop environment. The innovation of the approach consists in the possibility to monitor movements and also to better estimate the number of residents present on a particular territory. The traditional approach only applied the balance principle, it monitored the usual residents and aimed at estimating the number of people who left the territory and the number of people who arrived into the territory for a particular reason. Using location and operational data of cellular networks enables to easily estimate the number of people present without knowing any other factors. The goal of our research was to provide information on occupancy of selected train lines based on aggregated and evaluated data of mobile operator.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20202 - Communication engineering and systems
Result continuities
Project
<a href="/en/project/LO1401" target="_blank" >LO1401: Interdisciplinary Research of Wireless Technologies</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2019 Progress in Electromagnetics Research Symposium (PIERS-Rome)
ISBN
978-4-88552-316-8
ISSN
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e-ISSN
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Number of pages
9
Pages from-to
1-9
Publisher name
Neuveden
Place of publication
Neuveden
Event location
Řím
Event date
Jun 17, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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