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Author

You-Chen Fan

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Conference Aug 2026

Knowledge Graph-Driven Electromagnetic Spectrum Map Completion for Spaceborne Sparse Observations

Spaceborne observations are affected by revisit cycles, noise, and occlusion, resulting in measured data that are often spatially sparse and insufficient for high precision reconstruction of electromagnetic spectrum maps. This paper proposes a knowledge graph based spectrum map completion algorithm tailored for spacebo...

Mao-Lin Tang, You-Chen Fan, Zi-Yi Zhang · 0 citations
Conference Sep 2026

A two-stage physics-informed framework for open-set rogue emitter detection in edge-enabled WSNs

A physics-driven two-stage open-set radio frequency (RF) signal detection framework, termed OSR-SignalDet, is proposed, featuring a task decoupling paradigm, dedicated RF perception modules, and a prototype-based open-set metric learning head.

Ming Lei, You-Chen Fan, You Fu et al. · 0 citations
Open access Jul 2026

DS-SpecIT: Decomposed Spectral Inverted Transformer for Interference-Aware Spectrum Forecasting

DS-SpecIT, a Decomposed Spectral Inverted Transformer, a Decomposed Spectral Inverted Transformer for interference-aware spectrum forecasting is proposed, specifically designed to handle structured electromagnetic interference.

Xi Xiao, Youchen Fan, Ming Lei et al. · 0 citations

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