Deep-learning-based wireless resource allocation with application to vehicular networks

L Liang, H Ye, G Yu, GY Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… performance and better handle the dynamics in a vehicular network, we investigate in [86]
a multiagent RL-based approach to enable all V2V agents to perform resource allocation …

A survey on resource allocation in vehicular networks

M Noor-A-Rahim, Z Liu, H Lee… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… For example, a vehicular sensor device aiming for long battery life (eg, more than 10 years)
… challenges of vehicular networks but also more broadly in other types of wireless networks, a …

A survey on infrastructure‐based vehicular networks

CM Silva, BM Masini, G Ferrari… - Mobile Information …, 2017 - Wiley Online Library
… communication network is commonly referred to as vehicular network [3–5]. Vehicular
networks … the main characteristics of the wireless access technologies for vehicular networks. …

Location verification for emerging wireless vehicular networks

U Ihsan, S Yan, R Malaney - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
… limitations by designing a neural-network-based LVS (NNLVS… within the context of vehicular
networks using time of arrival … -world conditions of LVSs for emerging vehicular networks. …

Wireless access technologies for vehicular network safety applications

HA Omar, N Lu, W Zhuang - IEEE Network, 2016 - ieeexplore.ieee.org
… This article discusses the ability of existing wireless technologies to provide … The wireless
technologies under consideration are the IEEE 802.11p standard, the current cellular network

Cooperative vehicular networking: A survey

E Ahmed, H Gharavi - IEEE Transactions on Intelligent …, 2018 - ieeexplore.ieee.org
vehicular networks and cooperative communication before describing various aspects of
cooperative vehicular networking. … of vehicular networks and distinguishes it from other wireless

Machine learning for security in vehicular networks: A comprehensive survey

A Talpur, M Gurusamy - IEEE Communications Surveys & …, 2021 - ieeexplore.ieee.org
network architectures. We propose a taxonomy of security attacks in vehicular networks and
… which in turn is connected to a backbone network through a wired or wireless medium. Data …

Big data driven vehicular networks

N Cheng, F Lyu, J Chen, W Xu, H Zhou, S Zhang… - … Network, 2018 - ieeexplore.ieee.org
… end devices and public networks, which plays a key role in road safety/infotainment, intelligent
transportation systems, and self-driving systems. As vehicular connectivity soars, and new …

Toward intelligent vehicular networks: A machine learning framework

L Liang, H Ye, GY Li - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
… requirements of vehicular networks while adapting to the varying wireless environment. For
example, in resource allocation problems, the optimal policies are first learned and then the …

Silence is golden: Enhancing privacy of location-based services by content broadcasting and active caching in wireless vehicular networks

B Liu, W Zhou, T Zhu, L Gao, TH Luan… - … on vehicular …, 2016 - ieeexplore.ieee.org
… highway wireless vehicular networknetwork services to vehicles (from a set V) driving
through their coverage areas. Meanwhile, the cellular network coexists with the vehicular network, …