AI-enabled future wireless networks: Challenges, opportunities, and open issues

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …

Survey of wireless big data

L Qian, J Zhu, S Zhang - Journal of Communications and …, 2017 - ieeexplore.ieee.org
Wireless big data describes a wide range of massive data that is generated, collected and
stored in wireless networks by wireless devices and users. While these data share some …

Big data based self-optimization networking in next generation mobile networks

A Mirzaei Somarin, M Barari, H Zarrabi - Wireless Personal …, 2018 - Springer
Using self-optimization techniques is the only viable solution for increasing the efficiency in
next generation mobile networks. The goal of proposing a self-optimization model is to …

[PDF][PDF] Big data-based self optimization networking in multi carrier mobile networks

A Mohajer, M Barari, H Zarrabi - Bulletin de la Société Royale des …, 2016 - popups.uliege.be
With regard to the increasing growth of demands in order to provide various services and
high-speed in new generation of mobile telecommunications, one of the challenges ahead …

SDN based user‐centric framework for heterogeneous wireless networks

Z Lu, T Lei, X Wen, L Wang… - Mobile Information …, 2016 - Wiley Online Library
Due to the rapid growth of mobile data traffic, more and more basestations and access
points (APs) have been densely deployed to provide users with ubiquitous network access …

The quality of experience perspective toward 5G technology

L Pierucci - IEEE Wireless Communications, 2015 - ieeexplore.ieee.org
Quality of experience (QoE) is the subjective acceptability of the quality of a
telecommunication service perceived by the user. This paper expands the vision to new QoE …

Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …

User preference aware resource management for wireless communication networks

A Xiao, X Huang, S Wu, C Jiang, L Ma, Z Han - IEEE Network, 2020 - ieeexplore.ieee.org
With the development of next-generation communication technologies and smart handheld
devices, mobile services have multiplied the global network traffic. Due to the subjectivity of …

Network Architecture for Machine Learning: A Network Operator's Perspective

CV Murudkar, KC Chen… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Data-driven network design suggests that substantial technology advances of 5G and 6G
networks will be enabled with enhanced automation, intelligence, and user-experience …

Dynamic network selection in heterogeneous wireless networks: A user-centric scheme for improved delivery

A Awad, A Mohamed… - IEEE Consumer …, 2016 - ieeexplore.ieee.org
The increasing tendency toward extreme network densification has motivated network
operators to leverage spectrum across multiple radio access networks to significantly …