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Optimizing latent space for effective radar target detection using variational auto-encoder

delete2025-08-10
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PRE
AI
H
Hongtao Ru
S
Shuwen Xu *
L
Luxi Zhang
P
Peng‐Lang Shui
DOI:10.1016/j.sigpro.2025.110235delete
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Abstract

Abstract

En 中文
• Dissimilarity-driven representation learning: KLD, APTL, and CPRL enhance robustness. • Enhanced one-class-based detector: Effective time–frequency feature extraction. • Multi-perspective anomaly detection: Three interpretable anomaly scores.
Keywords:
dissimilarity-driven representation learning
one-class-based anomaly detection
time-frequency feature extraction
multi-perspective anomaly scoring
robustness enhancement

Journal

Signal Processing cover
Signal Processing
IF:
3.6
Papers:
9.9K
Citations:
1.7W

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