Joint collaborative big spectrum data sensing and reinforcement learning based dynamic spectrum access for cognitive internet of vehicles

X Liu, C Sun, KLA Yau, C Wu - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
… , and collaborative spectrum access modes to allocate spectrum … the collaborative spectrum
sensing outperforms the spectrum … processing, cognitive radio, spectrum resource allocation, …

A judicious spectrum sensing technique in cognitive radio assisted internet of vehicles

A Raveendran, M Patra - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
… In this work, we have used cooperative spectrum sensing [3] in order to increase the … “Cognitive
radio-enabled internet of vehicles (IoVs): A cooperative spectrum sensing and allocation

MU-MIMO based cognitive radio in internet of vehicles (IoV) for enhanced spectrum sensing accuracy and sum rate

MA Hossain, M Schukat, E Barrett - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
… The cognitive radio (CR) enabled IoV networks can address … Non-cooperative spectrum
allocation based on game theory in … of cooperative spectrum sensing for cognitive radio networks…

Distributed Channel Assignment in Cognitive-Radio Enabled Internet of Vehicles

K Goyal, M Patra - Intelligent Systems: Proceedings of ICMIB 2020, 2021 - Springer
… However, this allocated spectrum band is not enough to … the sensing results with other
vehicles [4, 5]. In our system scenario too, vehicular SUs use cooperative spectrum sensing to …

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

H Du, Y Wang - World Electric Vehicle Journal, 2024 - mdpi.com
Spectrum sensing is pivotal in enabling cognitive radio technology for the next generation of
cooperative spectrum sensing and allocation model. This model enables cognitive vehicles

Machine learning-based cooperative spectrum sensing in dynamic segmentation enabled cognitive radio vehicular network

MA Hossain, R Md Noor, KLA Yau, SR Azzuhri… - Energies, 2021 - mdpi.com
… including noise power, vehicle density, vehicle behavior and speed, network quality, etc. As
a result, we achieved a stable spectrum sensing and stable channel allocation scheme. For …

Optimisation of virtual cooperative spectrum sensing for UAV‐based interweave cognitive radio system

J Wu, Y Chen, P Li, J Zhang, C Wang… - IET …, 2021 - Wiley Online Library
… has been recognised as a key technology to enable … An unmanned aerial vehicle-based
interweave cognitive radio is … to consider the resource allocation among multiple users when the …

CRT-BIoV: a cognitive radio technique for blockchain-enabled internet of vehicles

G Rathee, F Ahmad, F Kurugollu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… the issues of spectrum sensing and data sharing among available vehicles during mobility.
spectrum sensing and allocation for vehicular communication,” IET Netw., vol. 7, no. 4, pp. …

Design optimization of resource allocation in OFDMA-based cognitive radio-enabled Internet of Vehicles (IoVs)

J Eze, S Zhang, E Liu, E Eze - Sensors, 2020 - mdpi.com
enabled IoV network systems, the spectrum sensing accuracy remains an open issue
due to prevailing sensing errors over wirelessspectrum sensing in interweave-based CR-enabled

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
… the dynamic spectrum states and various spectrum sensing performance. … spectrum sensing
data mining for cognitive radio enabled … , cognitive radio, spectrum resource allocation and …