Software-defined cooperative data sharing in edge computing assisted 5G-VANET

G Luo, H Zhou, N Cheng, Q Yuan, J Li… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
It is widely recognized that connected vehicles have the potential to further improve the road
safety, transportation intelligence and enhance the in-vehicle entertainment. By leveraging …

Federated-learning-empowered collaborative data sharing for vehicular edge networks

X Li, L Cheng, C Sun, KY Lam, X Wang, F Li - IEEE network, 2021 - ieeexplore.ieee.org
The Internet of Vehicles connects all vehicles and shares dynamic vehicular data via
wireless communications to effectively control vehicles and improve traffic efficiency …

Deep-learning-based intelligent intervehicle distance control for 6G-enabled cooperative autonomous driving

X Chen, S Leng, J He, L Zhou - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Research on the sixth-generation cellular networks (6G) is gaining huge momentum to
achieve ubiquitous wireless connectivity. Connected autonomous vehicles (CAVs) is a …

Enhancing vehicular communication using 5G-enabled smart collaborative networking

P Dong, T Zheng, S Yu, H Zhang… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
5G is increasingly becoming a prominent technology promoting the development of mobile
networks. Meanwhile, the ever increasing demands for vehicular networks are driven by a …

Exploring mobile edge computing for 5G-enabled software defined vehicular networks

X Huang, R Yu, J Kang, Y He… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
To meet the ever increasing demand of mobile data traffic, 5G enabling technologies are
proposed in vehicular networks. Network densification is one of the key 5G technologies for …

Collaborative vehicular edge computing networks: Architecture design and research challenges

R Xie, Q Tang, Q Wang, X Liu, FR Yu, T Huang - IEEE Access, 2019 - ieeexplore.ieee.org
The emergence of augmented reality (AR), autonomous driving and other new applications
have greatly enriched the functionality of the vehicular networks. However, these …

SDN-based resource management for autonomous vehicular networks: A multi-access edge computing approach

H Peng, Q Ye, XS Shen - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
Enabling HD-map-assisted cooperative driving among CAVs to improve navigation safety
faces technical challenges due to increased communication traffic volume for data …

Cooperative autonomous driving oriented MEC-aided 5G-V2X: Prototype system design, field tests and AI-based optimization tools

H Ma, S Li, E Zhang, Z Lv, J Hu, X Wei - IEEE Access, 2020 - ieeexplore.ieee.org
Vehicle-to-Everything (V2X) requirements from cooperative autonomous driving can be
characterized as ultra-reliable, low latency, high traffic, and high mobility. These …

Collaborative data scheduling for vehicular edge computing via deep reinforcement learning

Q Luo, C Li, TH Luan, W Shi - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
With the development of autonomous driving, the surging demand for data communications
as well as computation offloading from connected and automated vehicles can be expected …

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 …