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

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

Abstract 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 band with limited availability. Therefore, it is of vital importance that this frequency band used for c...

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Bibliographic Details
Main Authors: Aneesh Sarjit S. Musuvathi, Jofin F. Archbald, T. Velmurugan, D. Sumathi, S. Renuga Devi, K. S. Preetha
Format: Article
Language:English
Published: SpringerOpen 2024-02-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Cognitive radio (CR)
Energy detection (ED)
Detection accuracy
Machine learning
K-nearest neighbour
Online Access:https://doi.org/10.1186/s13638-024-02338-8

Internet

https://doi.org/10.1186/s13638-024-02338-8

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