DCOA: Double-check offloading algorithm to road-side unit and vehicular micro-cloud in 5G networks

BJ Qiu, CY Hsieh, JC Chen… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
Next generation intelligent transportation systems aim at many cooperative perception and
cooperative driving functions that need significant computational resources. Offloading such …

Tcoa: Triple-check offloading algorithm for roadside units and vehicular microclouds in 5g networks and beyond

BJ Qiu, CY Hsieh, JC Chen, F Dressler - IEEE Access, 2023 - ieeexplore.ieee.org
Next-generation intelligent transportation systems aim to achieve many cooperative
perception and cooperative driving functions that require considerable computational …

A digital twin-assisted intelligent partial offloading approach for vehicular edge computing

L Zhao, Z Zhao, E Zhang, A Hawbani… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Vehicle Edge Computing (VEC) is a promising paradigm that exposes Mobile Edge
Computing (MEC) to road scenarios. In VEC, task offloading can enable vehicles to offload …

Deep reinforcement learning based computing offloading for mec-assisted heterogeneous vehicular networks

F Li, Y Lin, N Peng, Y Zhang - 2020 IEEE 20th International …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising technology that sinks cloud computing down
to the edge of the cellular network, so as to reduce latency and network congestion. In this …

Optimal delay constrained offloading for vehicular edge computing networks

K Zhang, Y Mao, S Leng, S Maharjan… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
The increasing number of smart vehicles and their resource hungry applications pose new
challenges in terms of computation and processing for providing reliable and efficient …

Mobile-aware and relay-assisted partial offloading scheme based on parked vehicles in B5G vehicular networks

J Zhao, P Dong, X Ma, X Sun, D Zou - Physical Communication, 2020 - Elsevier
Mobile edge computing (MEC) is an attractive solution for the contradiction between huge
computation resources and limited processing capacity of vehicular terminals, especially for …

Software-defined vehicular networks: A cooperative approach for computational offloading

SDA Shah, MA Gregory, S Li - 2020 30th International …, 2020 - ieeexplore.ieee.org
Conventional vehicular systems are gradually evolving into intelligent transportation
systems. Multi-access Edge Computing (MEC) has become an important component of the …

Efficient computation offloading for Internet of Vehicles in edge computing-assisted 5G networks

S Wan, X Li, Y Xue, W Lin, X Xu - The Journal of Supercomputing, 2020 - Springer
Abstract The Internet of Vehicles (IoV) is employed to gather real-time traffic information for
drivers, and base stations in 5G systems are used to assist in traffic data transmission. For …

Adaptive computation offloading with edge for 5G-envisioned internet of connected vehicles

X Xu, X Zhang, X Liu, J Jiang, L Qi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, the applications related to Internet of connected vehicles (IoCV) have been
greatly promoted by the roadside units (RSUs). To improve the transmission efficiency by the …

Mobility-aware partial computation offloading in vehicular networks: A deep reinforcement learning based scheme

J Wang, T Lv, P Huang… - China …, 2020 - ieeexplore.ieee.org
Encouraged by next-generation networks and autonomous vehicle systems, vehicular
networks must employ advanced technologies to guarantee personal safety, reduce traffic …