A fuzzy logic-based intelligent multiattribute routing scheme for two-layered SDVNs

L Zhao, Z Yin, K Yu, X Tang, L Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the complicated and changing urban traffic conditions and the dynamic mobility of
vehicles, the network topology can rapidly change which causes the communication links …

Cybertwin-driven DRL-based adaptive transmission scheduling for software defined vehicular networks

W Quan, M Liu, N Cheng, X Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Efficient transmission control is a challenging issue in vehicular networks due to the highly
dynamic and unpredictable link status. In this paper, we propose a cybertwin-driven learning …

Soft-defined heterogeneous vehicular network: Architecture and challenges

K Zheng, L Hou, H Meng, Q Zheng, N Lu, L Lei - IEEE Network, 2016 - ieeexplore.ieee.org
HetVNETs can meet various QoS requirements for intelligent transport system services by
integrating different access networks coherently. However, the current network architecture …

Adaptive digital twin for vehicular edge computing and networks

Y Dai, Y Zhang - Journal of Communications and Information …, 2022 - ieeexplore.ieee.org
To better support the emerging vehicular applications and multimedia services, vehicular
edge computing (VEC) provides computing and caching services in proximity to vehicles, by …

Service-oriented dynamic connection management for software-defined internet of vehicles

J Chen, H Zhou, N Zhang, W Xu, Q Yu… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Internet of vehicles (IoV) is an emerging paradigm for accommodating the requirements of
future intelligent transportation systems (ITSs) with the overwhelming trend of equipping …

Intersection-based V2X routing via reinforcement learning in vehicular ad hoc networks

L Luo, L Sheng, H Yu, G Sun - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of vehicles (IoV), routing in vehicular ad hoc
networks (VANETs) has become a popular research topic. Due to the features of the …

SURFER: A secure SDN-based routing protocol for internet of vehicles

K Mershad - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Software-defined networking (SDN) is becoming the most dominant method for network
management. By decoupling the control plane from the data plane, SDN provides a …

Federated learning for digital twin-based vehicular networks: Architecture and challenges

LU Khan, E Mustafa, J Shuja, F Rehman… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
A digital twin uses a virtual model of the physical system to fulfill the diverse requirements
(eg, latency, reliability, quality of physical experience) for emerging vehicular network …

Delay-minimization routing for heterogeneous VANETs with machine learning based mobility prediction

Y Tang, N Cheng, W Wu, M Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Establishing and maintaining end-to-end connections in a vehicular ad hoc network
(VANET) is challenging due to the high vehicle mobility, dynamic inter-vehicle spacing, and …

A novel prediction-based temporal graph routing algorithm for software-defined vehicular networks

L Zhao, Z Li, AY Al-Dubai, G Min, J Li… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Temporal information is critical for routing computation in the vehicular network. It plays a
vital role in the vehicular network. Till now, most existing routing schemes in vehicular …