A General Framework for Generative Self-supervised Learning in Non-invasive Estimation of Physiological Parameters Using Photoplethysmography

2026-04-28T08:51:47Z66aad34596ce1c7538f1ebd2ce6916eda851f1f9d180c4f591158dcc3d0041e1
AI-safetyLCXPPGQCMRF-interferenceantenna-reconfigurationautoregressive-modelsbiosensingcovert-communicationsdual-useinterference-mitigationradio-mappingreconfigurable-antennassensor-robustnesssignal-processingsoft-fusionsparse-arraysspectrum-operationstransformer-modelstri-hybrid-MIMOwireless-security

What happened

This feed contains multiple arXiv preprints (April 28, 2026) with several papers that have security and dual‑use relevance. Notable items: (1) “Structural Limits of Soft Fusion in Multi‑Warden Covert Communication” demonstrates that soft fusion detection by a Fusion Center provides limited advantage against covert transmitters and jammers, including closed‑form FC thresholds and game‑theoretic equilibria—implications for covert comms, detection infrastructure design, and adversary/defender tradeoffs. (2) “Applied AI‑Enhanced RF Interference Rejection” presents transformer‑based interference-m它

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_eess_sp
Record identifier
66aad34596ce1c7538f1ebd2ce6916eda851f1f9d180c4f591158dcc3d0041e1
Enrichment time
2026-04-28T08:51:47Z
AI-assisted enrichment
Yes

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Record · A General Framework for Generative Self-supervised Learning in Non-invasive Estimation of Physiological Parameters Using Photoplethysmography · Baitaphish