Enriching sparse mobility information in call detail records

G Chen, S Hoteit, AC Viana, M Fiore… - Computer …, 2018 - Elsevier
Abstract Call Detail Records (CDR) are an important source of information in the study of
diverse aspects of human mobility. The accuracy of mobility information granted by CDR …

Offloading cellular networks through ITS content download

F Malandrino, C Casetti… - 2012 9th Annual IEEE …, 2012 - ieeexplore.ieee.org
Content downloading by mobile users is expected to significantly increase the cellular
network load. Vehicular users, in particular, are likely to engage in information retrieval on …

User data traffic analysis for 3G cellular networks

E Nan, X Chu, W Guo, J Zhang - 2013 8th International …, 2013 - ieeexplore.ieee.org
In this paper, an analysis of 3G network user data traffic is presented. With the increasing
demands for high data rate and energy-efficient cellular service, it is important to understand …

Geospatial and temporal dynamics of application usage in cellular data networks

MZ Shafiq, L Ji, AX Liu, J Pang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Significant geospatial and temporal correlations, in terms of traffic volume and application
access, exist in cellular network usage as shown in recent studies on cellular network …

CellPred: A behavior-aware scheme for cellular data usage prediction

Z Qin, F Cao, Y Yang, S Wang, Y Liu, C Tan… - Proceedings of the ACM …, 2020 - dl.acm.org
Cellular data usage consumption prediction is an important topic in cellular networks related
researches. Accurately predicting future data usage can benefit both the cellular operators …

CartaGenie: Context-driven synthesis of city-scale mobile network traffic snapshots

K Xu, R Singh, H Bilen, M Fiore… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Mobile network traffic data offers unprecedented opportunities for innovative studies within
and beyond networking. However, progress is hindered by the very limited access that the …

Radio access network sharing

R Mahindra, MA Khojastepour, S Rangarajan… - US Patent …, 2014 - Google Patents
A method implemented in an apparatus used in a radio access network (RAN) sharing
system including a plurality of basestations is disclosed. The method includes estimating …

Low complexity online radio access technology selection algorithm in LTE-WiFi HetNet

A Roy, V Borkar, P Chaporkar… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In an offload-capable Long Term Evolution (LTE) Wireless Fidelity (WiFi) Heterogeneous
Network (HetNet), we consider the problem of maximization of the total system throughput …

Energy consumption analysis and minimization in multi-layer heterogeneous wireless systems

E Chavarria-Reyes, IF Akyildiz… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Cellular network technologies have traditionally evolved to meet the ever-increasing need
for capacity and coverage. Particularly, there has been a significant focus on exploiting the …

Cellular traffic prediction using deep convolutional neural network with attention mechanism

Z Wang, VWS Wong - ICC 2022-IEEE International Conference …, 2022 - ieeexplore.ieee.org
Predictive analysis on cellular traffic is important for the control and monitoring of wireless
networks. Cellular traffic prediction is a challenging problem due to the non-stationarity and …