Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin, Z Li… - arxiv preprint arxiv …, 2023 - arxiv.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GAI), demonstrating their versatility and efficacy across a …

Heterogeneous vehicular networking: A survey on architecture, challenges, and solutions

K Zheng, Q Zheng, P Chatzimisios… - … surveys & tutorials, 2015 - ieeexplore.ieee.org
With the rapid development of the Intelligent Transportation System (ITS), vehicular
communication networks have been widely studied in recent years. Dedicated Short Range …

Blockchain-based decentralized trust management in vehicular networks

Z Yang, K Yang, L Lei, K Zheng… - IEEE internet of things …, 2018 - ieeexplore.ieee.org
Vehicular networks enable vehicles to generate and broadcast messages in order to
improve traffic safety and efficiency. However, due to the nontrusted environments, it is …

Internet of vehicles in big data era

W Xu, H Zhou, N Cheng, F Lyu, W Shi… - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
As the rapid development of automotive telematics, modern vehicles are expected to be
connected through heterogeneous radio access technologies and are able to exchange …

Toward efficient content delivery for automated driving services: An edge computing solution

Q Yuan, H Zhou, J Li, Z Liu, F Yang, XS Shen - IEEE Network, 2018 - ieeexplore.ieee.org
Automated driving is coming with enormous potential for safer, more convenient, and more
efficient transportation systems. Besides onboard sensing, autonomous vehicles can also …

Edge computing in VANETs-an efficient and privacy-preserving cooperative downloading scheme

J Cui, L Wei, H Zhong, J Zhang, Y Xu… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
With the advancements in social media and rising demand for real traffic information, the
data shared in vehicular ad hoc networks (VANETs) indicate that the size and amount of …

LBS meets blockchain: an efficient method with security preserving trust in SAGIN

B Li, R Liang, W Zhou, H Yin, H Gao… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In Internet of Vehicles (IoV), the vehicle ad hoc network (VANET) provides the location-
based service (LBS) when vehicles communicate with the dynamic environment. As an …

Capacity of cooperative vehicular networks with infrastructure support: Multiuser case

J Chen, G Mao, C Li, W Liang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Capacity of vehicular networks with infrastructure support is both an interesting and
challenging problem as the capacity is determined by the interplay of multiple factors …

Cooperative vehicular content distribution in edge computing assisted 5G-VANET

G Luo, Q Yuan, H Zhou, N Cheng, Z Liu… - China …, 2018 - ieeexplore.ieee.org
By leveraging the 5G enabled vehicular ad hoc network (5G-VANET), it is widely recognized
that connected vehicles have the potentials to improve road safety, transportation …

Dependable content distribution in D2D-based cooperative vehicular networks: A big data-integrated coalition game approach

Z Zhou, H Yu, C Xu, Y Zhang, S Mumtaz… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Driven by the evolutionary development of automobile industry and cellular technologies,
dependable vehicular connectivity has become essential to realize future intelligent …