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05/31/2023
Multi-Channel Operation for the Release 2 of ETSI Cooperative Intelligent Transport Systems
Vehicles and road infrastructure are starting to be equipped with vehicl...
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05/19/2023
V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection
Machine learning (ML) has revolutionized transportation systems, enablin...
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04/04/2023
FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems
Bird's eye view (BEV) perception is becoming increasingly important in t...
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12/11/2022
ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals
Federated learning enables cooperative training among massively distribu...
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06/17/2022
Edge-Aided Sensor Data Sharing in Vehicular Communication Networks
Sensor data sharing in vehicular networks can significantly improve the ...
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04/01/2022
Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS
In this paper, we introduce a federated learning framework coping with H...
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09/12/2020