Deep-learning-based wireless resource allocation with application to vehicular networks

L Liang, H Ye, G Yu, GY Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
networks become increasingly diverse and complex, for example, in the high-mobility vehicular
networks… wireless resource allocation with application to vehicular networks. We review …

A survey on resource allocation in vehicular networks

M Noor-A-Rahim, Z Liu, H Lee… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… [97] presented a concrete example of using NS in the vehicular network domain focusing on
… While the potential of applying ML in vehicular networks has been discussed in Section VI, …

Federated learning in vehicular networks: Opportunities and solutions

J Posner, L Tseng, M Aloqaily, Y Jararweh - IEEE Network, 2021 - ieeexplore.ieee.org
… of “vehicular networks.” For example, in recent years vehicular ad-hoc networks (VANETs) …
present the design and an application of using FVC as an information-centric network (ICN). …

A comprehensive survey on vehicular networking: Communications, applications, challenges, and upcoming research directions

NH Hussein, CT Yaw, SP Koh, SK Tiong… - IEEE Access, 2022 - ieeexplore.ieee.org
… Conversely, the basic characteristics of VLC make its application in VANET a huge barrier. …
advertisements messages through VANET infrastructure in their zones; for example, petrol …

Veins: The open source vehicular network simulation framework

C Sommer, D Eckhoff, A Brummer, DS Buse… - … advances in network …, 2019 - Springer
… technology to overcome the weakness of the other when used in a certain application scenario.
Take long-range communication in vehicular networks as an example. Transmitting data …

Vehicular edge computing and networking: A survey

L Liu, C Chen, Q Pei, S Maharjan, Y Zhang - Mobile networks and …, 2021 - Springer
… been devoted to integrating vehicular networks into MEC, … One example is that these real
time information can be used … application services will bring huge pressure on the network

Future intelligent and secure vehicular network toward 6G: Machine-learning approaches

F Tang, Y Kawamoto, N Kato, J Liu - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… This article reveals the potential to apply advanced machine learning into vehicular
communications and … For example, a dynamic radio resource allocation problem in a …

Security and privacy challenges in 5G-enabled vehicular networks

C Lai, R Lu, D Zheng, X Shen - IEEE Network, 2020 - ieeexplore.ieee.org
… Hence, we investigate some specific application-layer security issues and provide several
… For example, there are 10 attributes for each vehicle. We can set a threshold (eg, 6), and …

Survey on the internet of vehicles: Network architectures and applications

B Ji, X Zhang, S Mumtaz, C Han, C Li… - IEEE …, 2020 - ieeexplore.ieee.org
… urban road networks further affect the practical application of VANET. In the … VANET, the
implementation of IoV relies mainly on two technologies, namely vehicle networking and vehicle

Spectrum sharing in vehicular networks based on multi-agent reinforcement learning

L Liang, H Ye, GY Li - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
… For example, the 5G cellular V2X networks are required to provide simultaneous support for
… Wu, “Machine learning for vehicular networks: Recent advances and application examples,” …