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    Predictive Modelling of Cellular Load


    Carolan, Emmett and 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: https://doi.org/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
    URI:

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