Introducing Intelligent Data Sharing to Vehicular Cooperative Federated Learning

This paper proposes a simple yet unexplored measurement and federated learning system architecture for connected vehicles. The novelty of the introduced system is to combine the real-time data-sharing of crowdsensing with federated learning of global traffic models, providing up-to-date information...

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Bibliographic Details
Main Authors: Levente Alekszejenko, Peter Antal, Tadeusz Dobrowiecki
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11082276/
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