Mobile edge intelligence and computing for the internet of vehicles

J Zhang, KB Letaief - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is an emerging paradigm that is driven by recent
advancements in vehicular communications and networking. Meanwhile, the capability and …

A survey of collaborative machine learning using 5G vehicular communications

SV Balkus, H Wang, BD Cornet… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
By enabling autonomous vehicles (AVs) to share data while driving, 5G vehicular
communications allow AVs to collaborate on solving common autonomous driving tasks …

Vehicular edge computing and networking: A survey

L Liu, C Chen, Q Pei, S Maharjan, Y Zhang - Mobile networks and …, 2021 - Springer
As one key enabler of Intelligent Transportation System (ITS), Vehicular Ad Hoc Network
(VANET) has received remarkable interest from academia and industry. The emerging …

Blockchain and autonomous vehicles: Recent advances and future directions

S Jain, NJ Ahuja, P Srikanth, KV Bhadane… - IEEE …, 2021 - ieeexplore.ieee.org
Blockchain is an underlying technology for securing many real-time applications and their
data. The automobile is one such sector in which auto-manufacturers are looking forward to …

Federated learning in intelligent transportation systems: Recent applications and open problems

S Zhang, J Li, L Shi, M Ding, DC Nguyen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Intelligent transportation systems (ITSs) have been fueled by the rapid development of
communication technologies, sensor technologies, and the Internet of Things (IoT) …

5G enabled vehicular communications and networking

X Cheng, R Zhang, S Chen, J Li, L Yang… - China …, 2018 - ieeexplore.ieee.org
Vehicular communications and networking (VCN) is considered a billion-dollar industry. Its
development not only possesses economic value, but also has enormous social potential …

Infotainment enabled smart cars: A joint communication, caching, and computation approach

SMA Kazmi, TN Dang, I Yaqoob… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Remarkable prevalence of cloud computing has enabled smart cars to provide infotainment
services. However, retrieving infotainment contents from long-distance data centers poses a …

A novel deep Q-learning-based air-assisted vehicular caching scheme for safe autonomous driving

J Shi, L Zhao, X Wang, W Zhao… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The safety driving-related content demands of vehicle users increase rapidly, especially with
the development of autonomous driving. It is significantly necessary to obtain the safety …

Exploiting reconfigurable intelligent surfaces in edge caching: Joint hybrid beamforming and content placement optimization

Y Chen, M Wen, E Basar, YC Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Edge caching can effectively reduce backhaul burden at core network and increase quality-
of-service at wireless edge nodes. However, the beneficial role of edge caching cannot be …

Delay-aware content delivery with deep reinforcement learning in internet of vehicles

Z Nan, Y Jia, Z Ren, Z Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The rapid development of the Internet of Vehicles (IoV) enables various vehicular
applications, such as image-aided navigation and traffic information management. It is …