#Signal Processing
Latest news articles tagged with "Signal Processing". Follow the timeline of events, related topics, and entities.
Articles (9)
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🇺🇸 Learning to reconstruct from saturated data: audio declipping and high-dynamic range imaging
[USA]
arXiv:2602.22279v1 Announce Type: cross Abstract: Learning based methods are now ubiquitous for solving inverse problems, but their deployment in real-world applications is often hindered by the lack...
Related: #Machine Learning, #Self-Supervised Learning -
🇺🇸 FM-RME: Foundation Model Empowered Radio Map Estimation
[USA]
arXiv:2602.22231v1 Announce Type: cross Abstract: Traditional radio map estimation (RME) techniques fail to capture multi-dimensional and dynamic characteristics of complex spectrum environments. Rec...
Related: #Foundation Models, #Radio Map Estimation -
🇺🇸 A 1/R Law for Kurtosis Contrast in Balanced Mixtures
[USA]
arXiv:2602.22334v1 Announce Type: cross Abstract: Kurtosis-based Independent Component Analysis (ICA) weakens in wide, balanced mixtures. We prove a sharp redundancy law: for a standardized projectio...
Related: #Machine Learning, #Statistical Analysis -
🇺🇸 MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition
[USA]
arXiv:2502.17457v2 Announce Type: replace-cross Abstract: High-Density surface Electromyography (HDsEMG) has emerged as a pivotal resource for Human-Computer Interaction (HCI), offering direct insigh...
Related: #Human-Computer Interaction, #Machine Learning -
🇺🇸 Fast Spectrogram Event Extraction via Offline Self-Supervised Learning: From Fusion Diagnostics to Bioacoustics
[USA]
arXiv:2602.20317v1 Announce Type: cross Abstract: Next-generation fusion facilities like ITER face a "data deluge," generating petabytes of multi-diagnostic signals daily that challenge manual analys...
Related: #Artificial Intelligence, #Energy Research -
🇺🇸 SCENE OTA-FD: Self-Centering Noncoherent Estimator for Over-the-Air Federated Distillation
[USA]
arXiv:2602.15326v1 Announce Type: cross Abstract: We propose SCENE (Self-Centering Noncoherent Estimator), a pilot-free and phase-invariant aggregation primitive for over-the-air federated distillati...
Related: #Federated Learning, #Over‑the‑Air Communication, #Energy‑Based Estimation, #Pilot‑Free Techniques -
🇺🇸 FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation
[USA]
arXiv:2507.16696v2 Announce Type: replace-cross Abstract: With the rapid deployment of SCADA systems, how to effectively analyze industrial signals and detect abnormal states is an urgent need for th...
Related: #Industrial Technology, #AI/ML Models -
🇺🇸 MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images
[USA]
arXiv:2602.07056v1 Announce Type: cross Abstract: Deep learning based compressive sensing (CS) methods typically learn sampling operators using convolutional or block wise fully connected layers, whi...
Related: #Artificial Intelligence, #Data Science -
🇺🇸 ARIS-RSMA Enhanced ISAC System: Joint Rate Splitting and Beamforming Design
[USA]
arXiv:2602.06399v1 Announce Type: cross Abstract: This letter proposes an active reconfigurable intelligent surface (ARIS) assisted rate-splitting multiple access (RSMA) integrated sensing and commun...
Related: #Telecommunications, #6G Technology