Addressing data association by message passing over graph neural networks

BC Tedeschini, M Brambilla, L Barbieri… - … on information fusion …, 2022 - ieeexplore.ieee.org
In cooperative localization systems, the fusion of information from multiple sensing platforms
is acknowledged to improve localization accuracy of sensed targets. However, the data …

Deep neural networks for cooperative lidar localization in vehicular networks

L Barbieri, M Brambilla, M Nicoli - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
The exchange of sensing information through Vehicle-to-Everything (V2X) communications
enables the development of cooperative systems for localization augmentation in connected …

Pose and covariance matrix propagation issues in cooperative localization with LiDAR perception

E Héry, P Xu, P Bonnifait - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
This work describes a cooperative pose estimation solution where several vehicles can
perceive each other and share a geometrical model of their shape via wireless …

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 …

Cooperative multi-modal localization in connected and autonomous vehicles

N Piperigkos, AS Lalos, K Berberidis… - 2020 IEEE 3rd …, 2020 - ieeexplore.ieee.org
Cooperative Localization is expected to play a crucial role in various applications in the field
of Connected and Autonomous vehicles (CAVs). Future 5G wireless systems are expected …

Graph based cooperative localization for connected and semi-autonomous vehicles

N Piperigkos, AS Lalos… - 2020 IEEE 25th …, 2020 - ieeexplore.ieee.org
Cooperative Real-time Localization is expected to play a crucial role in various applications
in the field of Connected and Semi-Autonomous vehicles (CAVs), such as collision …

Implicit vehicle positioning with cooperative lidar sensing

L Barbieri, BC Tedeschini, M Brambilla… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
This paper considers the problem of cooperative localization of passive objects in a
vehicular environment through the fusion of lidar point clouds collected at different moving …

Robust data fusion for cooperative vehicular localization in tunnels

GM Hoang, B Denis, J Härri… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
In an effort to improve positioning accuracy in Vehicular Ad hoc NETworks (VANETs),
Cooperative Localization (CLoc) has been proposed to fuse relative observations from …

Coalition formation for bearings-only localization in sensor networks—a cooperative game approach

ON Gharehshiran… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
In this paper, formation of optimal coalitions of nodes is investigated for data acquisition in
bearings-only target localization such that the average sleep time allocated to the nodes is …

A cooperative approach to sensor localisation in distributed fusion networks

M Üney, B Mulgrew, DE Clark - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
We consider self-localisation of networked sensor platforms, which are located disparately
and collect cluttered and noisy measurements from an unknown number of objects (or …