V2X cooperative perception for autonomous driving: Recent advances and challenges

T Huang, J Liu, X Zhou, DC Nguyen… - arXiv preprint arXiv …, 2023 - arxiv.org
Accurate perception is essential for advancing autonomous driving and addressing safety
challenges in modern transportation systems. Despite significant advancements in computer …

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 …

Message passing neural network versus message passing algorithm for cooperative positioning

BC Tedeschini, M Brambilla… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cooperative Positioning (CP) relies on a network of connected agents equipped with
sensing and communication technologies to improve the positioning performance of …

Deep Learning-based Cooperative LiDAR Sensing for Improved Vehicle Positioning

L Barbieri, BC Tedeschini, M Brambilla… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Accurate positioning is known to be a fundamental requirement for the deployment of
Connected Automated Vehicles (CAVs). To meet this need, a new emerging trend is …

Deep Unfolded Annealed Stein Particle Filter for Vehicle Tracking

M Piavanini, L Barbieri, M Brambilla… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
This paper focuses on highly precise localization and tracking of vehicles in race circuits,
where centimeter-level accuracy is required for safety and for enabling complex …

Intelligent Machine Learning Framework for Classification of Vehicular Traffic in Internet of Vehicles

B Tripathy, SS Tripathy, S Bebortta… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
In a world that is always changing due to population growth, it is difficult to forecast how
routes will behave in the future, especially with regard to traffic. In this work, Traci was used …