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A tutorial on 5G positioning
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 …
opportunities for localization-based services. High-precision positioning use cases and …
Cooperative lidar sensing for pedestrian detection: Data association based on message passing neural networks
This paper considers the problem of cooperative lidar sensing in vehicular networks. We
focus on the task of associating the vehicle-generated measurements by lidars to enable a …
focus on the task of associating the vehicle-generated measurements by lidars to enable a …
Message passing-based 9-D cooperative localization and navigation with embedded particle flow
Cooperative localization (CL) is an important technology for innovative services such as
location-aware communication networks, modern convenience, and public safety. We …
location-aware communication networks, modern convenience, and public safety. We …
Message passing neural network versus message passing algorithm for cooperative positioning
Cooperative Positioning (CP) relies on a network of connected agents equipped with
sensing and communication technologies to improve the positioning performance of …
sensing and communication technologies to improve the positioning performance of …
Neural enhanced belief propagation for data association in multiobject tracking
Situation-aware technologies enabled by multiobject tracking (MOT) methods will create
new services and applications in fields such as autonomous navigation and applied ocean …
new services and applications in fields such as autonomous navigation and applied ocean …
Monitoring of critical undersea infrastructures: the nord stream and other recent case studies
The explosions on 26 September 2022, which damaged the Nord Stream gas pipelines,
have highlighted the need and urgency of improving the resilience of critical undersea …
have highlighted the need and urgency of improving the resilience of critical undersea …
Implicit vehicle positioning with cooperative lidar sensing
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 …
vehicular environment through the fusion of lidar point clouds collected at different moving …
Split Consensus Federated Learning: an Approach for Distributed Training and Inference
Distributed Machine Learning (D-ML), such as Federated Learning (FL) and Split Learning
(SL), aims at resolving the limitations of Centralized Machine Learning (C-ML) by enhancing …
(SL), aims at resolving the limitations of Centralized Machine Learning (C-ML) by enhancing …
Addressing data association by message passing over graph neural networks
In cooperative localization systems, the fusion of information from multiple sensing platforms
is acknowledged to improve localization accuracy of sensed targets. However, the data …
is acknowledged to improve localization accuracy of sensed targets. However, the data …
Belief-Propagation-Based Resolvable Group Target Tracking With Unknown Detection Probability
The problem of resolvable group target tracking (RGTT) with unknown detection probability
is considered in this paper. To adaptively match the detection probability used in the filtering …
is considered in this paper. To adaptively match the detection probability used in the filtering …