AMTIDIN applies adversarial training and adaptive task coefficients in a multi-task setup to jointly solve interference detection, modulation identification, and interference identification, outperforming baselines especially at low SNR and with limited data.
Leveraging high order cumulants for spectrum sensing and power recognition in cognitive radio networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Joint Interference Detection and Identification via Adversarial Multi-task Learning
AMTIDIN applies adversarial training and adaptive task coefficients in a multi-task setup to jointly solve interference detection, modulation identification, and interference identification, outperforming baselines especially at low SNR and with limited data.