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eess.SP2026
DopplerGLRTNet for Radar Off-Grid Detection
Yadang Alexis Rouzoumka, Jean Pinsolle, Eugénie Terreaux +3
Off-grid targets whose Doppler (or angle) does not lie on the discrete processing grid can severely degrade classical normalized matched-filter (NMF) detectors: even at high SNR, t…
eess.SP2025
Latent-space metrics for Complex-Valued VAE out-of-distribution detection under radar clutter
Y. A. Rouzoumka, E. Terreaux, C. Morisseau +2
We investigate complex-valued Variational AutoEncoders (CVAE) for radar Out-Of-Distribution (OOD) detection in complex radar environments. We proposed several detection metrics: th…