Federated learning for vehicular internet of things: Recent advances and open issues

Z Du, C Wu, T Yoshinaga, KLA Yau… - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
Federated learning (FL) is a distributed machine learning approach that can achieve the
purpose of collaborative learning from a large amount of data that belong to different parties …

On 5G-V2X use cases and enabling technologies: A comprehensive survey

A Alalewi, I Dayoub, S Cherkaoui - Ieee Access, 2021 - ieeexplore.ieee.org
5G technologies promise faster connections, lower latency, higher reliability, more capacity
and wider coverage. We are looking to rely on these technologies to achieve Vehicle-to …

5G-advanced toward 6G: Past, present, and future

W Chen, X Lin, J Lee, A Toskala, S Sun… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Since the start of 5G work in 3GPP in early 2016, tremendous progress has been made in
both standardization and commercial deployments. 3GPP is now entering the second phase …

A survey on road safety and traffic efficiency vehicular applications based on C-V2X technologies

I Soto, M Calderon, O Amador, M Urueña - Vehicular Communications, 2022 - Elsevier
In recent years, the use of cellular network technologies to provide communication-based
applications to vehicles has received considerable attention. 3GPP, the standardization …

Blockchain for vehicular Internet of Things: Recent advances and open issues

C Peng, C Wu, L Gao, J Zhang, KL Alvin Yau, Y Ji - Sensors, 2020 - mdpi.com
The vehicular Internet of Things (IoT) comprises enabling technologies for a large number of
important applications including collaborative autonomous driving and advanced …

Heterogeneous user-centric cluster migration improves the connectivity-handover trade-off in vehicular networks

Y Lin, Z Zhang, Y Huang, J Li, F Shu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
User-centric (UC) clustering has recently emerged as a promising paradigm for enhancing
the connectivity of mobile users by grouping an appropriate number of access points (APs) …

An efficient caching policy for content retrieval in autonomous connected vehicles

M Rahim, MA Javed, AN Alvi, M Imran - Transportation Research Part A …, 2020 - Elsevier
Connected vehicles will enable the smart and autonomous transportation systems in the
future. Cellular Vehicle-to-Everything (C-V2X) communication will provide wireless …

Fog-assisted cooperative protocol for traffic message transmission in vehicular networks

MA Javed, NS Nafi, S Basheer, MA Bivi… - IEEE Access, 2019 - ieeexplore.ieee.org
Traffic information exchange between vehicles and city-wide traffic command center will
enable various traffic management applications in future smart cities. These applications …

Intelligent task offloading in fog computing based vehicular networks

AN Alvi, MA Javed, MHA Hasanat, MB Khan… - Applied Sciences, 2022 - mdpi.com
Connected vehicles in vehicular networks will lead to a smart and autonomous
transportation system. These vehicles have a large number of applications that require …

Redundancy mitigation mechanism for collective perception in connected and autonomous vehicles

W Lobato, P Mendes, D Rosário, E Cerqueira, LA Villas - Future Internet, 2023 - mdpi.com
Due to poor local range of the perception and object recognition mechanisms used by
autonomous vehicles, incorrect decisions can be made, which can jeopardize a fully …