Deep reinforcement learning-based spectrum allocation algorithm in Internet of vehicles discriminating services

Z Guan, Y Wang, M He - Applied Sciences, 2022 - mdpi.com
With the rapid development of global automotive industry intelligence and networking, the
Internet of Vehicles (IoV) service, as a key communication technology, has been faced with …

[PDF][PDF] A cooperative vehicle intelligence for smart transport services

RC Veena, D LalN, SH Brahmananda… - International …, 2020 - academia.edu
Smart transport services seek to optimize the interaction between the vehicle and
infrastructure for achieving high standards of protection, ease, and efficiency in-vehicle …

Hybrid machine-learning-based spectrum sensing and allocation with adaptive congestion-aware modeling in CR-assisted IoV networks

R Ahmed, Y Chen, B Hassan, L Du… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Unlicensed cognitive-radio (CR)-assisted Internet of Vehicles (IoV) users can access
licensed providers' radio spectrum and concurrently utilize the dedicated channel for data …

Advanced spectrum management for next-generation vehicular communication: an AI approach

S Sharma, KK Ghanshala… - 2019 IEEE 10th Annual …, 2019 - ieeexplore.ieee.org
In the era of explosive growth of multimedia applications and services, with the onset of new
autonomous vehicular technology demands and the demand on limited spectrum resources …

Artificial intelligence inspired transmission scheduling in cognitive vehicular communications and networks

K Zhang, S Leng, X Peng, L Pan… - IEEE internet of …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) platform has played a significant role in improving road transport
safety and efficiency by ubiquitously connecting intelligent vehicles through wireless …

Dynamic spectrum access and cognitive radio for vehicular communication networks

S Chen - Vehicular Communications and Networks, 2015 - Elsevier
The high mobility of vehicles and a crowded frequency spectrum result in fast-changing
channel conditions that make optimal wireless channel selection a challenging problem …

Improving vehicular safety message delivery through the implementation of a cognitive vehicular network

AJ Ghandour, K Fawaz, H Artail, M Di Felice, L Bononi - Ad hoc networks, 2013 - Elsevier
Abstract The Wireless Access in Vehicular Environments (WAVE) protocol stack has been
recently defined to enable vehicular communication on the Dedicated Short Range …

A Novel Joint Spectrum Sensing and Resource Allocation Scheme in Cognitive Internet of Vehicles Networks

G Chen, H Zhu, Y Xu, T Song… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the rapid development of the Internet of Vehicles (IoV), the cognitive radio-based IoV
(CIoV) network is widely used to overcome the lack of spectrum resources. In this paper, a …

Weighted Cooperative Spectrum Sensing for Cognitive Vehicular Networks

S Shah, DK Patel, B Soni… - 2021 IEEE 94th …, 2021 - ieeexplore.ieee.org
With the rapid development of intelligent transportation systems, vehicular devices are
getting connected with each other. However, this leads to the problem of spectrum scarcity …

An urban expressway forwarding scheme for cognitive Internet of vehicles

J Wang, H Zhang, S Hao, C Fu - International Journal of …, 2020 - journals.sagepub.com
The Internet of vehicles is an essential component for building smart cities that can improve
traffic safety and provide multimedia entertainment services. The cognitive radio–enabled …