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When Does Spatial Cooperation Help? Contamination Regimes in Decentralized Online Spectrum Anomaly Learning

Ardic, Alp Berke et al.
arXiv (All) · Papers
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machine-learningsignal-processing
Learning-based spectrum monitors adapt online to benign propagation changes, but persistent rogue transmissions can gradually become incorporated into the learned background. Spatially distributed receivers provide additional evidence for detecting such anomalies, while decentralized model mixing ca
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