A survey on platoon-based vehicular cyber-physical systems

D Jia, K Lu, J Wang, X Zhang… - … communications surveys & …, 2015 - ieeexplore.ieee.org
Vehicles on the road with some common interests can cooperatively form a platoon-based
driving pattern, in which a vehicle follows another vehicle and maintains a small and nearly …

Joint computation offloading and resource allocation for edge-cloud collaboration in internet of vehicles via deep reinforcement learning

J Huang, J Wan, B Lv, Q Ye, Y Chen - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC) and cloud computing (CC) have been considered as the key
technologies to improve the task processing efficiency for Internet of Vehicles (IoV). In this …

Priority-aware task offloading in vehicular fog computing based on deep reinforcement learning

J Shi, J Du, J Wang, J Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Vehicular fog computing (VFC) has been expected as a promising scheme that can increase
the computational capability of vehicles without relying on servers. Comparing with …

Dynamic RAN slicing for service-oriented vehicular networks via constrained learning

W Wu, N Chen, C Zhou, M Li, X Shen… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
In this paper, we investigate a radio access network (RAN) slicing problem for Internet of
vehicles (IoV) services with different quality of service (QoS) requirements, in which multiple …

DRL-based resource allocation for computation offloading in IoV networks

B Hazarika, K Singh, S Biswas… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the dynamic nature of a vehicular fog computing environment, efficient real-time
resource allocation in an Internet of Vehicles (IoV) network without affecting the quality of …

DRL-based V2V computation offloading for blockchain-enabled vehicular networks

J Shi, J Du, Y Shen, J Wang, J Yuan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is an effective method to increase the computing capability
of vehicles, where vehicles share their idle computing resources with each other. However …

Vehicular networking: A survey on spectrum access technologies and persisting challenges

RF Atallah, MJ Khabbaz, CM Assi - Vehicular Communications, 2015 - Elsevier
Advanced wireless technologies are, nowadays, being exploited as means for intelligent
transportation management and on-the-road driving assistance. However, the recent …

An edge caching scheme to distribute content in vehicular networks

Z Su, Y Hui, Q Xu, T Yang, J Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Vehicular content networks (VCNs), which distribute medium-volume contents to vehicles in
a fully distributed manner, represent the key enabling technology of vehicular infotainment …

Joint RAN slicing and computation offloading for autonomous vehicular networks: A learning-assisted hierarchical approach

Q Ye, W Shi, K Qu, H He, W Zhuang… - IEEE Open Journal of …, 2021 - ieeexplore.ieee.org
In this paper, a two-timescale radio access network (RAN) slicing and computing task
offloading problem is investigated for a cloud-enabled autonomous vehicular network (C …

Reliability modeling and analysis of communication networks

W Ahmad, O Hasan, U Pervez, J Qadir - Journal of Network and Computer …, 2017 - Elsevier
In recent times, the functioning of various aspects of modern society—ranging from the
various infrastructural utilities such as electrical power, water to socio-economical aspects …