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 …

Lidar-based cooperative relative localization

J Dong, Q Chen, D Qu, H Lu, A Ganlath… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Vehicular cooperative perception aims to provide connected and automated vehicles
(CAVs) with a longer and wider sensing range, making perception less susceptible to …

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 …

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 …

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 …

HYDRO-3D: Hybrid object detection and tracking for cooperative perception using 3D LiDAR

Z Meng, X Xia, R Xu, W Liu, J Ma - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
3D-LiDAR-based cooperative perception has been generating significant interest for its
ability to tackle challenges such as occlusion, sparse point clouds, and out-of-range issues …

Multi-sensor fusion for vehicle-to-vehicle cooperative localization with object detection and point cloud matching

L Gao, H Xiang, X Xia, J Ma - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Accurate vehicle pose is fundamental information required by automated driving systems.
However, complicated driving enironments and sensor failures have constrained onboard …

Edgecooper: Network-aware cooperative lidar perception for enhanced vehicular awareness

G Luo, C Shao, N Cheng, H Zhou… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Autonomous driving vehicle (ADV) that is ready to transform our society and economy, is in
desperate need of precise positioning over itself as well as surrounding environments …

[HTML][HTML] Lidar-based sensor fusion slam and localization for autonomous driving vehicles in complex scenarios

K Dai, B Sun, G Wu, S Zhao, F Ma, Y Zhang, J Wu - Journal of imaging, 2023 - mdpi.com
LiDAR-based simultaneous localization and mapping (SLAM) and online localization
methods are widely used in autonomous driving, and are key parts of intelligent vehicles …

Roadside LiDAR Assisted Cooperative Localization for Connected Autonomous Vehicles

Y Jiang, E Javanmard, J Nakazato, M Tsukada… - arXiv preprint arXiv …, 2023 - arxiv.org
Advancements in LiDAR technology have led to more cost-effective production while
simultaneously improving precision and resolution. As a result, LiDAR has become integral …