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 …

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 …

Sustainable mobility in B5G/6G: V2X technology trends and use cases

S Roger, C Botella-Mascarell… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The concept of sustainability has been recently extended to cover economic and social
factors besides the traditional environmental ones. This paper reflects on the potential of …

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges

G Pan, Y Gao, Y Gao, Z Zhong, X Yang, X Guo… - arxiv preprint arxiv …, 2025 - arxiv.org
Wireless positioning technologies hold significant value for applications in autonomous
driving, extended reality (XR), unmanned aerial vehicles (UAVs), and more. With the …

Deep Learning for Reduced Sampling Spatial 3D REM Reconstruction

A Ivanov, K Tonchev, V Poulkov… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Radio environment maps (REMs) have been established as an important tool in spectrum
occupancy characterization toward more efficient coverage planning and design of resource …

Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction

KD Polyzos, A Sadeghi, W Ye, S Sleder… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The advent of diverse frequency bands in 5G networks has promoted measurement studies
focused on 5G signal propagation, aiming to understand its pathloss, coverage, and channel …

Radio Map Estimation via Latent Domain Plug-and-Play Denoising

L Xu, L Cheng, J Chen, W Pu, X Fu - arxiv preprint arxiv:2501.13472, 2025 - arxiv.org
Radio map estimation (RME), also known as spectrum cartography, aims to reconstruct the
strength of radio interference across different domains (eg, space and frequency) from …

Representation Model for Electromagnetic Maps Reconstruction via Sparse Nodes

G Liu, XA Liu, L Huang, L Li… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Electromagnetic (EM) maps hold promise for providing strategic support for future
localization and navigation. However, reconstruction of EM maps under sparse nodes …

Intelligent reconstruction algorithm of electromagnetic map based on propagation model

H Li, H Wang, Z Shen, Y Shi - Journal of Communications and …, 2024 - ieeexplore.ieee.org
In view of the fact that electromagnetic maps can be used to depict the distribution of
electromagnetic spectrum in detail, and to support electromagnetic spectrum analysis and …

Radio environment maps through spatial interpolation: A web-based approach

AA Bipon, MS Islam, AT Asyhari… - NOMS 2024-2024 …, 2024 - ieeexplore.ieee.org
The 5G era has seen the largest number of studies around Radio Environment Maps (REM)
than in the previous three generations combined. Visualization of network coverage on …