Many-to-many task offloading in vehicular fog computing: A multi-agent deep reinforcement learning approach

Z Wei, B Li, R Zhang, X Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular fog computing (VFC) has emerged as a promising solution to mitigate vehicular
network computation load. In the hierarchical VFC, vehicles are employed as mobile fog …

Location-dependent augmented reality services in wireless edge-enabled metaverse systems

H Zhang, S Mao, D Niyato, Z Han - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
Metaverse is envisioned as the next-generation paradigm that links a virtual world to the
physical world, providing immersive experience for human activities in the hypothetical …

Hierarchical task offloading for vehicular fog computing based on multi-agent deep reinforcement learning

Y Hou, Z Wei, R Zhang, X Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular fog computing (VFC) has been expected as a promising architecture that can
make full use of computing resources of idle vehicles to increase computing capability …

Efficient offline/online heterogeneous-aggregated signcryption protocol for edge computing-based internet of vehicles

I Ali, Y Chen, J Li, A Wakeel, C Pan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The Internet of Vehicles (IoV), which is an extension of traditional vehicular ad hoc networks
(VANETs), ensures the provision of safe and efficient vehicular communications. However …

TBOMC: A task-block-based overlapping matching-coalition scheme for task offloading in vehicular fog computing

Z Wei, B Li, R Zhang, X Cheng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Vehicular fog computing (VFC) is regarded as a promising framework for vehicular
computing applications by utilizing local spare resources of nearby vehicles to conduct …

Joint Spectrum Sharing and V2V/V2I Task Offloading for Vehicular Edge Computing Networks Based on Coalition Formation Game

M Huang, Z Shen, G Zhang - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Vehicular edge computing (VEC) enables vehicles to perform computation-intensive and
delay-sensitive tasks through task offloading. Previous works either focused on task …

A Heuristic Task Allocation Method Based On Overlapping Coalition Formation Game for Heterogeneous UAVs

Y Li, Z Zhang, Z He, Q Sun - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
The demand for heterogeneous unmanned aerial vehicles (UAVs) equipped with various
types and complementary resources to perform complex tasks is increasing. Existing …

Cooperative Computing for Mobile Crowdsensing: Design and Optimization

X Xie, T Bai, W Guo, Z Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the increasing number of mobile devices, mobile crowdsensing (MCS) has garnered
significant attention in research. However, computing infrastructures such as edge/cloud …

Cross-regional task offloading with multi-agent reinforcement learning for hierarchical vehicular fog computing

Y Hou, Z Wei, S Liu, B Li, R Zhang… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Vehicular fog computing (VFC) can make full use of computing resources of idle vehicles to
increase computing capability. However, most current VFC architectures only focus on the …

COPP-DDPG: Computation Offloading with Privacy Preservation in a Vehicular Edge Network

Y Wang, J Wang, H Ke, Z Sun - Applied Sciences, 2022 - mdpi.com
Vehicular edge computing (VEC) is emerging as a prospective technology in the era of 5G
and beyond to support delay-sensitive and computation-intensive vehicular applications …