A survey on machine learning-based performance improvement of wireless networks: PHY, MAC and network layer

M Kulin, T Kazaz, E De Poorter, I Moerman - Electronics, 2021 - mdpi.com
This paper presents a systematic and comprehensive survey that reviews the latest research
efforts focused on machine learning (ML) based performance improvement of wireless …

A novel machine learning-based scheme for spectrum sharing in virtualized 5G networks

AJ Morgado, FB Saghezchi, S Mumtaz… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Network virtualization allows the coexistence of multiple network slices over a shared
physical infrastructure, each delivering a service with own requirements in terms of quality of …

Integrating ChatGPT, Bard, and leading-edge generative artificial intelligence in architectural design and engineering: applications, framework, and challenges

N Rane, S Choudhary, J Rane - 2023 - papers.ssrn.com
This research paper delves into the integration of advanced generative artificial intelligence
(AI) models, such as ChatGPT, Bard, and similar architectures, within the realms of …

A general approach for traffic classification in wireless networks using deep learning

M Camelo, P Soto, S Latré - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
Traffic Classification (TC) systems allow inferring the application that is generating the traffic
being analyzed. State-of-the-art TC algorithms are based on Deep Learning (DL) and have …

Value is king: the mecforge deep reinforcement learning solution for resource management in 5g and beyond

F Poltronieri, C Stefanelli, N Suri… - Journal of Network and …, 2022 - Springer
Multi-access edge computing (MEC) is a key enabler to fulfill the promises of a new
generation of immersive and low-latency services in 5G and Beyond networks. MEC …

Augmented wi-fi: An ai-based wi-fi management framework for wi-fi/lte coexistence

P Soto, M Camelo, J Fontaine, M Girmay… - … on Network and …, 2020 - ieeexplore.ieee.org
Recently, the operation of LTE in unlicensed bands has been proposed to cope with the
ever-increasing mobile traffic demand. However, the deployment of LTE in such bands …

Power optimisation of wireless sensing network through quantum deep learning

Z Yan, K Zhou, F Guo, N Hou… - International Journal of …, 2023 - inderscienceonline.com
In current research, secure wireless communication system with high data rate is obtained
by quantum computing (QC). Main requirement of using wireless infrastructure is to reduce …

Intelligent shared spectrum coordination in heterogeneous networks

E Atimati, D Crawford, R Stewart - 2023 IEEE Virtual …, 2023 - ieeexplore.ieee.org
Global connectivity requires reliable and affordable access to the internet for digital
inclusiveness. Shared spectrum technologies are one of many technologies that can help …

[PDF][PDF] International Journal of Architecture and Planning

NL Rane, SP Choudhary, J Rane - 2023 - researchgate.net
In architecture, the incorporation of state-of-the-art technologies is crucial for advancing
design methodologies and achieving groundbreaking solutions. This exhaustive review …

An interference management system for a shared spectrum access network

E Atimati, D Crawford, R Stewart… - 2022 IEEE Nigeria …, 2022 - ieeexplore.ieee.org
Internet access, in developing and underdeveloped countries, remains a huge challenge
despite advancements in technology. Shared resources, amongst telecommunication …