Chicken swarm optimization modelling for cognitive radio networks using deep belief network-enabled spectrum sensing technique

M Saraswathi, E Logashanmugam - PloS one, 2024 - journals.plos.org
Cognitive radio networks (CRN) enable wireless devices to sense the radio spectrum,
determine the frequency state channels, and reconfigure the communication variables to …

Signal Enhancement Aided End-to-End Deep Learning Approach for Joint Denoising and Spectrum Sensing

Z Su, KC Teh, Y Xie, SG Razul… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep learning (DL) has emerged as a promising solution for addressing spectrum scarcity
and improving spectrum utilization in cognitive radio networks. Prior to the spectrum sensing …

Deep Denoising and Clustering-Based Cooperative Spectrum Sensing for Non-Orthogonal Multiple Access

N Liao, Y Zhang, Y Wang, Y Liu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) technology offers higher communication
throughput than its orthogonal multiple access counterpart. However, it also poses new …

Stage Spectrum Sensing Technique for Cognitive Radio Network Using Energy and Entropy Detection

MB Usman, RS Singh, S Rajkumar… - Wireless Power Transfer, 2022 - cambridge.org
The radio spectrum is one of the world's most highly regulated and limited natural resources.
The number of wireless devices has increased dramatically in recent years, resulting in a …

Spectrum Sensing Optimization Using De-noising and Energy Detection.

M Khalaf, A Fawzi, A Yahya - Iranian Journal of Electrical & …, 2024 - search.ebscohost.com
Cognitive radio (CR) is an effective technique for dealing with scarcity in spectrum resources
and enhancing overall spectrum utilization. CR attempts to enhance spectrum sensing by …

[PDF][PDF] Analysis of Wideband spectrum sensing using Anderson darling test statistics in underlay cognitive microcell

G Kalaimagal, MS Vasanthi - J. Electrical Systems, 2024 - researchgate.net
The most widely used sensing technique for detecting energy is due to its ease of use and
lack of need for signal information beforehand. Traditional methods often employ a two …

Reciprocal Two Stages Spectrum Sensor to overcome the Noise Uncertainty

A Ali, AAA El-Banna… - The …, 2022 - modernacademy-journal.synceg.net
Noise uncertainty is the most crucial issue that affects the cognitive radio spectrum sensing
process. The majority of robust wideband spectrum sensing approaches employ a fixed …

Cognition-Based Spectrum Sensing Techniques

A Chaturvedi, D Bordoloi, H Gupta… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Cognitive radio is a cutting-edge approach that aims to maximize the utilization of wireless
communication network spectrum. It encompasses several crucial functions such as …

[PDF][PDF] Research Article Stage Spectrum Sensing Technique for Cognitive Radio Network Using Energy and Entropy Detection

MB Usman, RS Singh, S Rajkumar - 2022 - academia.edu
Research Article Stage Spectrum Sensing Technique for Cognitive Radio Network Using
Energy and Entropy Detection Page 1 Research Article Stage Spectrum Sensing Technique for …

[引用][C] Two Stage Cooperative Spectrum Sensing for Interweave Cognitive Radio with SNR Enhancement by Using Signal Transformation Over AWGN Channel

T Yonas - 2021 - ASTU