A comprehensive survey of machine learning based localization with wireless signals

D Burghal, AT Ravi, V Rao, AA Alghafis… - arXiv preprint arXiv …, 2020 - arxiv.org
The last few decades have witnessed a growing interest in location-based services. Using
localization systems based on Radio Frequency (RF) signals has proven its efficacy for both …

Positioning in 5G networks

S Dwivedi, R Shreevastav, F Munier… - IEEE …, 2021 - ieeexplore.ieee.org
The authors describe the recent 3GPP Release 16 specification for positioning in 5G
networks. Release 1 6 specifies positioning signals, measurements, procedures, and …

Location awareness in beyond 5G networks via reconfigurable intelligent surfaces

Z Wang, Z Liu, Y Shen, A Conti… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Achieving accurate location-awareness in wireless networks requires integrated sensing
and communication (ISAC), where optimization, signal processing, and data fusion are …

Joint communication and localization in millimeter wave networks

G Kwon, A Conti, H Park, MZ Win - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Joint communication and localization will be a key in beyond 5G networks for emerging
context-aware applications such as Internet-of-Things and autonomous vehicles. In …

Location awareness in beyond 5G networks

A Conti, F Morselli, Z Liu, S Bartoletti… - IEEE …, 2021 - ieeexplore.ieee.org
Location awareness is essential for enabling contextual services and for improving network
management in 5th generation (5G) and beyond 5G (B5G) networks. This article provides an …

STMARL: A spatio-temporal multi-agent reinforcement learning approach for cooperative traffic light control

Y Wang, T Xu, X Niu, C Tan, E Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The development of intelligent traffic light control systems is essential for smart
transportation management. While some efforts have been made to optimize the use of …

Positioning and sensing for vehicular safety applications in 5G and beyond

S Bartoletti, H Wymeersch, T Mach… - IEEE …, 2021 - ieeexplore.ieee.org
This article presents a shared vision among stakeholders across the value chain on the use
of radio positioning and sensing for road safety in the 5G ecosystem. The key enabling …

A hybrid approach to optimal TOA-sensor placement with fixed shared sensors for simultaneous multi-target localization

S Xu, L Wu, K Doğançay… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper focuses on optimal time-of-arrival (TOA) sensor placement for multiple target
localization simultaneously. In previous work, different solutions only using non-shared …

The many facets of information in networked estimation and control

M Franceschetti, MJ Khojasteh… - Annual Review of Control …, 2023 - annualreviews.org
Networked control systems, where feedback loops are closed over communication networks,
arise in several domains, including smart energy grids, autonomous driving, unmanned …

Radio positioning with EM processing of the spherical wavefront

F Guidi, D Dardari - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Next 5G and beyond applications have attracted a tremendous interest towards systems
using antenna arrays with an extremely large number of antennas where the technology …