Improved gradient boosting hybrid spectrum sharing and actor critic channel allocation in 6G CR-IOT

M Kothari, S Kurumbanshi - International Journal of Information …, 2024 - Springer
The fast advancement of wireless communication technology and the growth in the
reputation of Internet of Things (IoT) applications have led to the introduction of 6th …

Deep learning-based spectrum sensing and modulation categorization for efficient data transmission in cognitive radio

K Aparna - Physica Scripta, 2024 - iopscience.iop.org
One prominent feature of cognitive radio (CR) involves spectrum sensing (SS), which allows
licensed primary users to remain unaffected by secondary users' ability to discover and …

Efficient improvement of energy detection technique in cognitive radio networks using K-nearest neighbour (KNN) algorithm

ASS Musuvathi, JF Archbald, T Velmurugan… - EURASIP Journal on …, 2024 - Springer
With the birth of the IoT era, it is evident that the existing number of devices is going to rise
exponentially. Any two devices will communicate with each other using the same frequency …

Improved quantum inspired evolution algorithm with ResNet50 for spectrum sensing in cognitive radio networks

SK Mochigar, RU Matad - Bulletin of Electrical Engineering and Informatics, 2025 - beei.org
Spectrum is considered one of the most highly regulated and limited natural resources.
Cognitive radio (CR) relies on cutting-edge technology which helps to rectify the issues …

[PDF][PDF] Analysis of Hybrid Spectrum Sensing in Cognitive Radio Using Hybrid Approaches

HA Shinde, S Garg - COMMUNICATIONS, 2025 - komunikacie.uniza.sk
Cognitive radio (CR) technology enables dynamic spectrum access to meet the growing
demand for wireless communication. This study investigates spectrum sensing methods …

Implementation of Multi-Antenna Energy Detection and 16-Tap FIR on Domain Adaptive Processor

RD Thakkar - 2024 - search.proquest.com
In cognitive radio, spectrum sensing is indeed critical for identifying “spectrum holes,” which
are underused frequency bands in the licensed spectrum. By detecting these unused bands …

[PDF][PDF] Machine Learning Techniques in Spectrum Sensing

RK Kavya, MT Tamilselvi - 2023 - academia.edu
The spectrum shortage brought on by the development of new technologies can be
minimized through the use of cognitive radio (CR) technology. Cognitive networks struggle …

[引用][C] ADVANCING WIDEBAND SPECTRUM SENSING IN COGNITIVE RADIO NETWORKS USING A DEEP LEARNING APPROACH

A Rajanna, S Kulkarni, SN Prasad - Journal of Southwest Jiaotong University, 2023

[引用][C] PREDICTION OF SPECTRUM OCCUPANCY USING MACHINE LEARNING ALGORITHMS: A CASE STUDY OF MINNA

TA OYEWO - 2023

[引用][C] GENERALIZED ENERGY DETECTOR-DUAL THRESHOLDING (GED-DT) FOR COOPERATIVE SPECTRUM SENSING IN CRNS

B Nandakumar, KJ Sankar - Journal of Data Acquisition and Processing, 2023