RF fingerprint extraction and device recognition algorithm based on multi-scale fractal features and APWOA-LSSVM

RF fingerprint extraction and device recognition algorithm based on multi-scale fractal features and APWOA-LSSVM

Abstract RF fingerprints can be used for device identification and network access authentication. An RF fingerprint extraction and device identification algorithm based on multi-scale fractal features and APWOA-LSSVM is proposed. First, a Hilbert transform is performed on the original RF signal, and...

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Bibliographic Details
Main Authors: Wenjiang Feng, Yuan Li, Chongchong Wu, Juntao Zhang
Format: Article
Language:English
Published: SpringerOpen 2023-12-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Radio frequency fingerprint
Feature extraction
Classification and recognition
Least squares support vector machine
Whale optimization algorithm
Online Access:https://doi.org/10.1186/s13634-023-01098-9

Internet

https://doi.org/10.1186/s13634-023-01098-9

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