Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook

SE Trevlakis, AAA Boulogeorgos… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
When fully implemented, sixth generation (6G) wireless systems will constitute intelligent
wireless networks that enable not only ubiquitous communication but also high-accuracy …

Intelligent massive MIMO systems for beyond 5G networks: An overview and future trends

O Elijah, SKA Rahim, WK New, CY Leow… - IEEE …, 2022 - ieeexplore.ieee.org
Machine learning (ML) which is a subset of artificial intelligence is expected to unlock the
potential of challenging large-scale problems in conventional massive multiple-input …

The integrated sensing and communication revolution for 6G: Vision, techniques, and applications

N González-Prelcic, MF Keskin… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Future wireless networks will integrate sensing, learning, and communication to provide new
services beyond communication and to become more resilient. Sensors at the network …

Exploit high-dimensional RIS information to localization: What is the impact of faulty element?

T Wu, C Pan, K Zhi, H Ren, M Elkashlan… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
This paper proposes a novel localization algorithm using the reconfigurable intelligent
surface (RIS) received signal, ie, RIS information. Compared with BS received signal, ie, BS …

Cooperative deep-learning positioning in mmWave 5G-advanced networks

BC Tedeschini, M Nicoli - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
In application verticals that rely on mission-critical control, such as cooperative intelligent
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …

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 the development of localization-based services. High-accuracy positioning …

CSI-fingerprinting indoor localization via attention-augmented residual convolutional neural network

B Zhang, H Sifaou, GY Li - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Deep learning has been widely adopted for channel state information (CSI)-fingerprinting
indoor localization systems. These systems usually consist of two main parts,.., a positioning …

Advanced deep learning models for 6G: overview, opportunities and challenges

L Jiao, Y Shao, L Sun, F Liu, S Yang, W Ma, L Li… - IEEE …, 2024 - ieeexplore.ieee.org
The advent of the sixth generation of mobile communications (6G) ushers in an era of
heightened demand for advanced network intelligence to tackle the challenges of an …

Real-time Bayesian neural networks for 6G cooperative positioning and tracking

BC Tedeschini, G Kwon, M Nicoli… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
In the evolving landscape of 5G new radio and related 6G evolution, achieving centimeter-
level dynamic positioning is pivotal, especially in cooperative intelligent transportation …