Electromagnetic Interference (EMI) Elimination via Active Sensing and Deep Learning Prediction for RF Shielding-free MRI.
Sign Up to like & getrecommendations! Published in 2023 at "NMR in biomedicine"
DOI: 10.1002/nbm.4956
Abstract: At present, MRI scans are typically performed inside fully enclosed RF shielding rooms, posing stringent installation requirement and patient discomfort. We aim to eliminate electromagnetic interference (EMI) for MRI with no or incomplete RF shielding.… read more here.
Keywords: sensing deep; emi; active sensing; interference emi ... See more keywords
Broadband Anti-Jamming With Distributed Sensing and Deep Reinforcement Learning: Spectrum Compression and Reward Estimation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3469159
Abstract: This article investigates the dynamic frequency selection problem in broadband anti-jamming communications through distributed sensing and deep reinforcement learning (DRL). In broadband anti-jamming scenarios, a single agent is often impractical for sensing the whole range… read more here.
Keywords: anti jamming; sensing deep; broadband anti; distributed sensing ... See more keywords