few-shot adaptation 1interference recognition 1lr-fhss 1multi-instance learning 1satellite iot 1signal processing 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.IT2026
Compound Interference Recognition for LR-FHSS Satellite IoT Uplinks via Multi-Domain Instance Fusion
H. Xu, B. He, S. Wang +1
The paper proposes a multi‑instance multi‑label approach that fuses time‑frequency and frequency‑domain features to recognize compound interference in LR‑FHSS satellite IoT uplinks…
cs.LG2026
Joint Interference Detection and Identification via Adversarial Multi-task Learning
H. Xu, B. He, S. Wang
Precise interference detection and identification are crucial for enhancing the survivability of communication systems in non-cooperative wireless environments. While deep learning…