Artificial neural networks-based machine learning for wireless networks: A tutorial

M Chen, U Challita, W Saad, C Yin… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
In order to effectively provide ultra reliable low latency communications and pervasive
connectivity for Internet of Things (IoT) devices, next-generation wireless networks can …

[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks

M Chen, U Challita, W Saad, C Yin… - arXiv preprint arXiv …, 2017 - researchgate.net
Next-generation wireless networks must support ultra-reliable, low-latency communication
and intelligently manage a massive number of Internet of Things (IoT) devices in real-time …

Self-dimensioning and planning of small cell capacity in multitenant 5G networks

P Muñoz, O Sallent… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
An important concept in the fifth generation of mobile networks is multitenancy, which allows
diverse operators sharing the same wireless infrastructure. To support this feature in …

Optimal design of facility allocation and maintenance strategy for a cellular network

S Wu, J Yang, R Peng, Q Zhai - Reliability Engineering & System Safety, 2021 - Elsevier
A cellular network is widely used for transmitting text (ie, alphanumeric) messages between
subscribers from different geographical locations. The geographic area of a cellular network …

Measurement-based signaling management strategies for cellular IoT

N Kouzayha, M Jaber, Z Dawy - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
In the future, all devices that benefit from an Internet connection will be connected. Internet of
Things technologies are key enablers of this vision by moving beyond basic connectivity …

Coalitional planning for energy efficiency of HetNets powered by hybrid energy sources

LA Fletscher, JM Maestre… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we focus on the problem of planning heterogeneous cellular networks
powered by renewable energy sources, which are a good alternative for dealing with the …

A Vector-Based Approach for Dimensioning Small Cell Networks in Millimeter-Wave Frequencies

J Zhang, D Zhang, J Sun - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Millimeter wave (mmW) is being deployed in hotspot scenarios for providing high
bandwidths. However, the coverage of mmW cell is limited due to the rapid attenuation …

[HTML][HTML] Optimization of green RNP problem for LTE networks using possibility theory

S Dahmani, M Gabli, EB Mermri, A Serghini - Neural Computing and …, 2020 - Springer
At present, the demand for natural energy has been ever increasing, so energy has become
a major concern for everyone. As Long Term Evolution Base Stations consume a large …

[HTML][HTML] Literature review of deploying small transmitters on a spectrum sharing scheme

JG Torres, R Bustamante, CE Caicedo - Revista Facultad de …, 2022 - scielo.org.co
Nowadays, there are a lot of misinformation and myths related to both the deployment of
antennas for 5G and the frequency bands used in such technology. Many of these myths …

[HTML][HTML] Influence of overhead on LTE downlink performance: a comprehensive model

AM Ahmadzadeh, L Cuadra, MA del Arco-Vega… - Telecommunication …, 2018 - Springer
Overhead resource elements (REs) in Long Term Evolution (LTE) networks are used for
some control, signaling and synchronization tasks at both the Physical level and Media …