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Carolan, Emmett, McLoone, Seamus and Farrell, Ronan (2015) Predictive Modelling of Cellular Load. Proceedings of the Signals and Systems Conference (ISSC). pp. 1-6.
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Abstract
This work examines the temporal dynamics of cellular load in four Irish regions. Large scale underutilisation of network resources is identified both at the regional level and at the level of individual cells. Cellular load is modeled and prediction intervals are generated. These prediction intervals are used to put an upper bound on usage in a particular cell at a particular time. Opportunities for improvements in network utilization by incorporating these upper bounds on usage are identified and discussed in the areas of spectrum sharing and green networks.
| Item Type: | Article |
|---|---|
| Keywords: | cellular usage; traffic prediction; cellular networks; temporal dynamics; spectrum sharing; green networks; |
| Academic Unit: | Faculty of Science and Engineering > Electronic Engineering Faculty of Science and Engineering > Research Institutes > Callan Institute |
| Item ID: | 6446 |
| Identification Number: | 10.1109/ISSC.2015.7163784 |
| Depositing User: | Dr. Seamus McLoone |
| Date Deposited: | 07 Oct 2015 12:57 |
| Journal or Publication Title: | Proceedings of the Signals and Systems Conference (ISSC) |
| Publisher: | IEEE |
| Refereed: | Yes |
| Related URLs: | |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/6446 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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