A Deep Learning-Based Discrete-Time Markov Chain Analysis of Cognitive Radio Network for Sustainable Internet of Things in 5G-Enabled Smart City

SK Sethi, A Mahapatro - Iranian Journal of Science and Technology …, 2024 - Springer
The integration of cognitive radio-based Internet of Things devices in 5G network
environments for smart city applications necessitates effective spectrum management. The …

Prediction-based spectrum access optimization in cognitive radio networks

PL Zuo, X Wang, W Linghu, R Sun… - 2018 IEEE 29th …, 2018 - ieeexplore.ieee.org
Cognitive radio (CR) has received wide attention for enhancing the spectrum utilization.
Spectrum prediction can be fully utilized in both time and frequency domains for cognitive …

Dynamic spectrum sensing in cognitive radio networks using ML model

N Usha, KV Reddy… - 2020 Third International …, 2020 - ieeexplore.ieee.org
According to CISCO report threefold increase in the mobile traffic can be witnessed between
2016 and 2021. With this, there will be a problem of spectrum allocation and usage. So, to …

Low complexity multichannel spectrum prediction algorithm based on optimized neural network for spectrum allocation in cognitive radio internet of things

S Tidjani, Z Hammoudi, ME Moad - Transactions on Emerging …, 2022 - Wiley Online Library
Cognitive radio has been nominated as a key technology for the internet of things (IoT), due
to its intelligent functionalities ensuring continuous connectivity for IoT objects. Spectrum …

Efficient resource allocation for real time traffic in cognitive radio internet of things

F Khan, AU Rehman, MA Jan… - … Conference on Internet …, 2019 - ieeexplore.ieee.org
Recent development and research in the field of communication technologies have
congested the unlicensed spectrum. It has resulted in uncontrolled and unrestricted …

[HTML][HTML] Smart sensing enabled dynamic spectrum management for cognitive radio networks

M Fraz, MMA Muslam, M Hussain, R Amin… - Frontiers in Computer …, 2023 - frontiersin.org
Cognitive Radio Networks (CRNs) have ushered in a transformative era in wireless
communication, reshaping the landscape of radio spectrum utilization and management. At …

A survey of artificial neural network based spectrum inference for occupancy prediction in cognitive radio networks

MH Naikwadi, KP Patil - 2020 4th International Conference on …, 2020 - ieeexplore.ieee.org
Spectrum being a natural resource is always limited in availability. Its use needs to be
intelligently managed for maximum benefits, hence the idea of Cognitive Radio. If the …

Intelligent Selective Spectrum Access in Cognitive Radio Networks

J Jasrina, SKS Yusof, MAM Izhar - 2017 - ir.unikl.edu.my
Wireless communication technology had enabled numerous services that had placed the
current radio frequency bands at scarce. Thus, with the emerging of cognitive radio …

Effective solutions for challenges in cognitive radio networks

MP Ranasinghe, MN Halgamuge - Next-Generation Wireless …, 2019 - igi-global.com
Cognitive radio technology (CRNs) will be the fundamental driving force behind the next
generation (5G) mobile communication systems as it provides the optimal solution for the …

A Cooperative Spectrum Sensing Architecture and Algorithm for Cloud-and Big Data-based Cognitive Radio Networks

V Balogun, OA Sarumi - 2020 IEEE Canadian Conference on …, 2020 - ieeexplore.ieee.org
Cognitive Radio Network (CRN) was designed to lessen the shortage of radio resources.
The Secondary Users (SUs) can opportunistically utilize any available spectrum when the …