Deep learning-based selective spectrum sensing and allocation in cognitive vehicular radio networks
The main challenge with Vehicular Ad-Hoc Networks (VANETs) for assisting Intelligent
Transportation Services (ITSs) is ensuring effective data delivery under various network …
Transportation Services (ITSs) is ensuring effective data delivery under various network …
Semantic communication for the internet of vehicles: A multiuser cooperative approach
The Internet of Vehicles (IoV) is expected to become the central infrastructure to provide
advanced services to connected vehicles and users for higher transportation efficiency and …
advanced services to connected vehicles and users for higher transportation efficiency and …
Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks
Y Ji, X Zhang, Y Wang, H Gacanin… - 2022 IEEE 96th …, 2022 - ieeexplore.ieee.org
To address the problem of spectrum resources and transmitting power for vehicular
networks, this paper proposes a resource allocation (RA) method based on dueling double …
networks, this paper proposes a resource allocation (RA) method based on dueling double …
Cognitive radio aided internet of vehicles (IoVs) for improved spectrum resource allocation
The highly anticipated era of Internet of Things (IoTs) expected to empower all aspects of
Intelligent Transportation Systems (ITS) will undeniably improve transport safety and …
Intelligent Transportation Systems (ITS) will undeniably improve transport safety and …
A deep learning based resource allocation scheme in vehicular communication systems
In vehicular communications, intracell interference and the stringent latency requirement are
challenging issues. In this paper, a joint spectrum reuse and power allocation problem is …
challenging issues. In this paper, a joint spectrum reuse and power allocation problem is …
Hybrid machine-learning-based spectrum sensing and allocation with adaptive congestion-aware modeling in CR-assisted IoV networks
Unlicensed cognitive-radio (CR)-assisted Internet of Vehicles (IoV) users can access
licensed providers' radio spectrum and concurrently utilize the dedicated channel for data …
licensed providers' radio spectrum and concurrently utilize the dedicated channel for data …
Spectrum and Traffic Aware Routing Protocol with cooperative information collection method for CR-VANET
RR Kumar, P Indumathi… - … Conference on Recent …, 2018 - ieeexplore.ieee.org
The spectrum allocated by Federal Communication Commission for Vehicular Adhoc
Networks (VANET) is insufficient due to the increasing vehicular applications and vehicle …
Networks (VANET) is insufficient due to the increasing vehicular applications and vehicle …
Cooperative Spectrum Sensing Approach in C-V2X based on Multi-Agent Reinforcement Learning
P Li, XL Huang - 2023 17th International Conference on …, 2023 - ieeexplore.ieee.org
In cellular vehicle-to-everything (C-V2X) Mode 4, the autonomous mode is based on
spectrum sensing for vehicles selecting spectrum resources, however, the spectrum sensing …
spectrum sensing for vehicles selecting spectrum resources, however, the spectrum sensing …
Multi‐layer neural network algorithm for vehicle‐to‐everything communication in 5G networks
Summary Internet of Vehicles (IoVs), the emerging trend of Internet of Things (IoTs), has
undoubtedly become a promising trend to improve communication among vehicles on the …
undoubtedly become a promising trend to improve communication among vehicles on the …
Aoi-aware joint spectrum and power allocation for internet of vehicles: A trust region policy optimization-based approach
In Internet of Vehicles (IoV), information freshness is a significant indicator to indemnify road
traffic safety, which is measured by Age of Information (AoI). In this article, we consider the …
traffic safety, which is measured by Age of Information (AoI). In this article, we consider the …