Big data processing and analysis in internet of vehicles: architecture, taxonomy, and open research challenges

A Arooj, MS Farooq, A Akram, R Iqbal… - … Methods in Engineering, 2022 - Springer
The extensive progression in the Internet of Vehicles (IoV) and the exponential upsurge in
data consumption reflect the importance of big data in IoV. In general, big data has gained a …

RL/DRL meets vehicular task offloading using edge and vehicular cloudlet: A survey

J Liu, M Ahmed, MA Mirza, WU Khan… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The last two decades have seen a clear trend toward crafting intelligent vehicles based on
the significant advances in communication and computing paradigms, which provide a safer …

Task offloading for post-disaster rescue in unmanned aerial vehicles networks

Y Wang, W Chen, TH Luan, Z Su, Q Xu… - IEEE/ACM …, 2022 - ieeexplore.ieee.org
Natural disasters often cause huge and unpredictable losses to human lives and properties.
In such an emergency post-disaster rescue situation, unmanned aerial vehicles (UAVs) are …

[HTML][HTML] A blockchain-based trustworthy collaborative power trading scheme for 5G-enabled social internet of vehicles

Z Liu, Y Xu, C Zhang, H Elahi, X Zhou - Digital Communications and …, 2022 - Elsevier
Abstract Social Internet of Vehicles (SIoV) falls under the umbrella of social Internet of
Things (IoT), where vehicles are socially connected to other vehicles and roadside units that …

Federated learning-based collaborative authentication protocol for shared data in social IoV

P Zhao, Y Huang, J Gao, L Xing, H Wu… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
In the Social Internet of Vehicles (SIoV), federated learning is able to significantly protect the
private data of the vehicle's client, while reducing the transmission load between entities …

Deep reinforcement learning-based multi-objective edge server placement in Internet of Vehicles

J Lu, J Jiang, V Balasubramanian, MR Khosravi… - Computer …, 2022 - Elsevier
In the typical scenario of the Internet of Vehicles (IoV), the edge servers (ESs) are laid out
near the road side units (RSUs) to process the collected data for a variety of IoV services in …

Smart T-box of unmanned earthwork machinery for Internet of Vehicles

K You, G Peng, L Ding, Q Dou, Z Wu, C Zhou - Automation in Construction, 2022 - Elsevier
The autonomous control and communication are the key technologies for unmanned
earthwork machinery, and vehicle control terminals with compatibility are essential. This …

Two-timescale resource allocation for automated networks in IIoT

Y He, Y Ren, Z Zhou, S Mumtaz… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The rapid technological advances of cellular technologies will revolutionize network
automation in industrial internet of things (IIoT). In this paper, we investigate the two …

Influence maximization for emergency information diffusion in social internet of vehicles

S Li, B Wang, S Qian, Y Sun, X Yun… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A variety of emergency events such as traffic accidents often happen in urban areas and the
related emergency information needs to be urgently diffused to vehicles that may pass …

Feasibility analysis of data transmission in partially damaged IoT networks of vehicles

W Wei, J Shen, A Telikani… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Nowadays, vehicle-oriented Internet of Things (IoT) is a new generation of IoT networks in
which sensors are deployed on electronic hardware modules of vehicles. A secure and …