eess.SP · 2026-07-23 · No. 62
Signal Processing, 2026-07-23.
1 new papers in eess.SP. Titles, authors,
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01 — The papers
1 entries-
01
Drift-Aware RL-based Wavelet Denoising for Network-Traffic Anomaly Detection
Priyalakshmi Sheela, Indrakshi Dey
eess.SP · cs.AI
Traffic-utilisation measurements for network monitoring are corrupted by additive noise and statistical drift: time-dependent change in the signal's mean, variance, distributional shape, or tail behaviour. Static wavelet denoising, calibrated under stationary independent and identically distributed (i.i.d.) Gaussian assumptions, becomes mismatched under drift and, at moderate-to-high signal-to-noise ratio (SNR), over-suppresses useful...
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