A tutorial on 5G positioning

L Italiano, BC Tedeschini, M Brambilla… - arXiv preprint arXiv …, 2023 - arxiv.org
The widespread adoption of the fifth generation (5G) of cellular networks has brought new
opportunities for localization-based services. High-precision positioning use cases and …

Deep learning for 5G and 6G

S Ardabili, A Mosavi, I Felde - 2023 IEEE 17th International …, 2023 - ieeexplore.ieee.org
Deep learning (DL) is a promising technology for enhancing the development of fifth
generation (5G) and sixth generation (6G) mobile networks, as it can improve their …

UAV Communications in 6G Cell-Free Massive MIMO Systems

N Abuzgaia, A Younis, R Mesleh - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
Cell-free massive multiple input multiple output (MaMIMO) is perceived as a capable
solution for the induced inter-cell interference, and fair quality of service distribution among …

A Survey of Federated Learning for mmWave Massive MIMO

VA Nugroho, BM Lee - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Millimeter wave massive multi input multi output (mmWave m-MIMO) holds immense
potential for beyond 5G networks, however its practical implementation faces hurdles in …

A Comprehensive Review on Machine Learning-based Approaches for Next Generation Wireless Network

S Paul - SN Computer Science, 2024 - Springer
Rapid progress of wireless communication and networks plays a critical role in different
applications related to carrying out heterogeneous ever-increasing traffic in multimedia …

Massive MIMO based beamforming by optical multi-hop communication with energy efficiency for smart grid IoT 5G application

A Rajiv, PK Goswami, R Gupta, S Malik… - Optical and Quantum …, 2024 - Springer
Operators are forced to investigate various capacity enhancement options as a result of the
rapid increase in mobile network data volume. As a result, modern 5G networks became …

Energy-Efficient AI Models for 6G Base Station

MK Munif, MR Karmakar, SA Tusi, B Sarker… - … on Intelligent Computing …, 2023 - Springer
An intelligent base station is designed to use artificial intelligence (AI) and machine learning
techniques to optimize its performance and improve overall energy efficiency. It is unclear …

Machine Learning Based Techniques for the Network Design of Advanced 5G Network, Beyond 5G (B5G) and Towards 6G: Challenges and Trends

S Paul - International Conference on Communication, Networks …, 2022 - Springer
Rapid advancement of wireless communication and as well as telecommunication network
play a crucial role in the diversified applications related to carrying of varying and …