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A lightweight LSTM-based open-set RF fingerprinting identification for edge deployment

Yuxuan Hu1, Yutong Fu2, Ye Chen3

  • 1School of Microelectronics, South China University of Technology, Guangzhou, 511442, China.

Scientific Reports
|November 25, 2025
PubMed
Summary

No abstract available in PubMed .

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IR spectra are divided into two main regions: the diagnostic region and the fingerprint region. The diagnostic region of the spectrum lies above 1500 cm−1. The absorptions resulting from single-bond vibrations of the N–H, C–H, and O–H stretch at higher wavenumbers and appear on the left side of the spectrum. The stretching absorptions of the C≡C and C≡N occur between 2100–2300 cm−1. In contrast, those arising from stretching absorptions of the...
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