Prediction of active UE number with Bayesian neural networks for self-organizing LTE networks

O Narmanlioglu, E Zeydan… - 2017 8th International …, 2017 - ieeexplore.ieee.org
Internet-empowered electronic gadgets and content rich multimedia applications have
expanded exponentially in recent years. As a consequence, heterogeneous network …

Time-series-based model and validation for prediction of exposure to wideband radio frequency electromagnetic radiation

P De Lellis, FL Iudice… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Strength of wideband electromagnetic radiations (EMRs) generated by telecommunication
systems is a time-varying process typically characterized by a seasonal behavior due to …

Data-driven energy conservation in cellular networks: A systems approach

G Premsankar, G Piao, PK Nicholson… - … on Network and …, 2021 - ieeexplore.ieee.org
The energy consumption of mobile networks is already substantial nowadays, and only
expected to further increase with the roll-out of 5G. Base stations are the key elements in this …

Cell-to-cell activity prediction for smart cities

B Cici, E Alimpertis, A Ihler… - 2016 IEEE Conference …, 2016 - ieeexplore.ieee.org
In this paper, we analyze data from a large mobile phone provider in Europe, pertaining to
time series of aggregate communication volume A i, j (t)> 0 between cells i and j, for all pairs …

[图书][B] Mobile Data Analysis For Smart City Applications

B Cici - 2016 - search.proquest.com
Thanks to the pervasiveness of smartphones and their applications there is an abundance of
data generated from mobile devices. These data are either actively contributed by the users …

Energy efficient RRM strategies for current and upcoming TeTRA cellular systems

E Del Re, S Morosi, P Piunti, G Mazzi… - 2014 IEEE 10th …, 2014 - ieeexplore.ieee.org
This paper aims at providing a thorough analysis of the energy efficiency of the TeTRA
(TErrestrial Trunked RAdio) private cellular system. In particular some effective dynamic …

SVR based voice traffic prediction incorporating impact from neighboring cells

Y Zhang, W Wang, S Zhang, D Fan… - … on Wireless Personal …, 2016 - ieeexplore.ieee.org
The ability to closely track the traffic load of base stations is very important for resource
management and energy saving in green communications. Thus how to predict the future …