Reinforcement learning based dynamic spectrum access in cognitive internet of vehicles

X Liu, C Sun, M Zhou, B Lin, Y Lim - China Communications, 2021 - ieeexplore.ieee.org
Cognitive Internet of Vehicles (CIoV) can improve spectrum utilization by accessing the
spectrum licensed to primary user (PU) under the premise of not disturbing the PU's …

A joint and dynamic routing approach to connected vehicles via LEO constellation satellite networks

Z Wang, W Zhang, B Liu, D Jiang, F Wang, J Zhang - Wireless Networks, 2021 - Springer
The rapid development of the Internet of vehicles and the sudden urban traffic conditions
bring increasing load pressure on the ground communication network. To solve this …

Optimization of a V2V communication in cognitive radio context

H Ouamna, Z Madini, Y Zouine - 2021 7th International …, 2021 - ieeexplore.ieee.org
According to the report of world health organization (WHO), approximately 1.35 million
people die each year as a result of road traffic crashes. To increase safety in smart cities …

A dynamic spectrum access algorithm based on deep reinforcement learning with novel multi-vehicle reward functions in cognitive vehicular networks

L Chen, Z Wang, X Zhao, X Shen, W He - Telecommunication Systems, 2024 - Springer
As a revolution in the field of transportation, the demand for communication of vehicles is
increasing. Therefore, how to improve the success rate of vehicle spectrum access has …

[HTML][HTML] A Double-Threshold Cooperative Spectrum Sensing Algorithm in the Internet of Vehicles

H Du, Y Wang - World Electric Vehicle Journal, 2024 - mdpi.com
To address the shortage of wireless spectrum resources caused by the rapid development of
the Internet of Vehicles, spectrum sensing technology in cognitive radio is employed to …

Fourth Cumulant Blind Source Separation Efficiency Evaluation in the Task of Cognitive Radio

NY Liberovskiy, VS Priputin… - … and Electronic Devices …, 2022 - ieeexplore.ieee.org
Blind source separation algorithms as a part of cognitive radio can be actively used in the
task of building a smart transport system with a large number of licensed and unlicensed …

An Efficient Spectrum Sharing Approach for Cognitive radio enabled Vehicular Cloud

MM Elahi, MM Rahman - 2019 22nd International Conference …, 2019 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) is an active area of research that enables road safety
and infotainment applications for vehicular users. Although a significant amount of efforts is …

An IoV Route Planning Service Based on LEO Constellation Satellites

J Zhang, B Liu, WJ Zhang, D Jiang - International Conference on …, 2020 - Springer
With the arrival of Internet of Things, the Internet of Vehicles (IoV) is also developing rapidly.
However, the construction of ground network in remote areas is difficult and expensive …