eess.SP · 2026-08-23 · No. 93

Signal Processing, 2026-08-23.

1 new papers in eess.SP. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Interpretable Feature Learning for RF Fingerprinting via Polar MKANs

    Mikhail Krasnov, Ljupcho Milosheski, Carolina Fortuna

    eess.SP · cs.LG

    Radio frequency (RF) fingerprinting authenticates wireless devices from hardware-induced I/Q impairments, typically with deep learning feature extractors that are accurate but opaque, limiting their use in security critical settings. We propose Polar Monotonic Kolmogorov-Arnold Networks (Polar MKAN), a block partitioned monotonic encoder on polar inputs in which each latent dimension depends exclusively on magnitude or phase, yielding channel...

    arxiv.org/abs/2608.19881 · PDF

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