Conference Publication Details
Mandatory Fields
Carolan E.;McLoone S.;Farrell R.
2015 26th Irish Signals and Systems Conference, ISSC 2015
Predictive modelling of cellular load
Optional Fields
cellular networks cellular usage green networks spectrum sharing temporal dynamics traffic prediction
© 2015 IEEE. 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.
Grant Details