Spectral decision in cognitive radio networks based on deep learning

D Giral, C Hernández, C Salgado - Expert Systems with Applications, 2021 - Elsevier
Cognitive radio networks (CRN) have gained great relevance in the efficient use of the radio
spectrum, and one of the key aspects of this technology is the spectral decision. The …

Energy aware dynamic mode decision for cellular D2D communications by using integrated multi-criteria decision making model

L Jayakumar, A Dumka… - International Journal of …, 2020 - igi-global.com
Recent developments in mobile network communication increases the usage of the cellular
users and their wideband data transfer. Sometimes, network operators may get overloaded …

Efficient Optimized ATSDERP Routing Based DEQRL Spectrum Sharing HPNCS Network Coding Model in Cognitive Radio Networks

A Gupta, BK Joshi - Wireless Personal Communications, 2023 - Springer
Deep reinforcement learning is a successful learning model in many application domains. A
Cognitive radio network (CRN) is a promising solution for spectrum scarcity and sharing …

Evaluation of the performance of a collaborative proposal of multiple access in cognitive radio networks

DA Giral-Ramírez, CA Hernández-Suarez… - Heliyon, 2021 - cell.com
Cognitive radio networks (CRN) allow for an increase in spectral efficiency and performance
of today's wireless networks. Currently, multiple proposals exist in the area of spectral …

[HTML][HTML] A novel need based free channel selection scheme for cooperative CRN using EFAHP-TOPSIS

L Jayakumar, S Janakiraman - Journal of King Saud University-Computer …, 2022 - Elsevier
Emerging wireless applications needs more spectrums space to tackle the rapid growth of
users. Outside of radio band in spectrum will be hard to utilize for data transmissions in …

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, resha** the landscape of radio spectrum utilization and management. At …

Spectral decision for cognitive radio networks in a multi-user environment

D Giral, C Hernández, C Salgado - Heliyon, 2021 - cell.com
Cognitive radio networks promote better spectral efficiency of the electric radio spectrum.
The vast majority of current spectral decision models for cognitive radio networks evaluate …

Exploiting hybrid decode-and-forward–amplify-and-forward in NOMA: An application to device-to-device networks

HP Dang, MSV Nguyen, DT Do… - International Journal of …, 2020 - inderscienceonline.com
A novel model regarding downlink cooperative non-orthogonal multiple access (NOMA) in
device-to-device network will be investigated in this paper, especially combining amplify …

Cluster based Spectrum Sensing in Cognitive Radio Network with Optimal Number of Overlap** Antennas

A Tanvir, AA Ikram - International Journal of Computer Science & …, 2024 - koreascience.kr
The success of cognitive radio network (CRN) depends upon the accurate spectrum
sensing. The hidden and open terminal problems are serious threats in the way of reliable …

Enhancing Vehicular Ad-Hoc Networks Through Intelligent Routing Algorithm Optimization

LH Teixeira - 2024 - search.proquest.com
The concept of smart cities has gained considerable momentum in recent years, with
vehicular communication becoming a vital component of Intelligent Traffic Systems (ITS) …