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Publication Detailed Description
Assessment of traffic prediction models for mobile communication networks
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)
Year (definitive publication)
2019
Language
English
Country
Portugal
More Information
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Abstract
In mobile communication systems, radio access network cells transport data in resource elements. Each cell has a maximum capacity of resources per second, depending on its bandwidth. Resource elements time series express the variations of traffic in a cell, which varies strongly, both spatially and temporally. In this work, the prediction of mobile communications traffic, based on available monitoring data, is addressed. Were used two strategies to predict the future observations of the time series: Holt-Winters and SARIMA.
Acknowledgements
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Keywords
Mobile communications,Base stations,Traffic prediction,Holt-Winters,SARIMA
Fields of Science and Technology Classification
- Physical Sciences - Natural Sciences
Funding Records
| Funding Reference | Funding Entity |
|---|---|
| 023304 | Comissão Europeia |
| UID/Multi/04466/2019 | Fundação para a Ciência e a Tecnologia |
