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Preprint Nov 2026

Wireless Interference Recognition with Limited Data via Utilizing Diffusion Model

Accurate recognition of interference signals is essential for maintaining the reliability and security of modern wireless communication systems. However, existing approaches face several significant challenges: the high cost and the scarcity of accurately labeled datasets adaptable to diverse environments, coupled with...

Rui Wang, Tong Li, Chan-Chan Zhu et al. · 0 citations
#artificial intelligence Preprint Oct 2026

Beyond Trajectory Statistics: Community-Consistent Human Mobility Generation via Evolving User-Location Graphs

Human mobility data are fundamental to Web-based location services and broader urban applications, and mobility generation provides synthetic trajectories when real data are costly or inaccessible. Although recent mobility generators have incorporated collective mobility patterns, they primarily focus on individual tra...

Bo Liu, Tong Li, Jia-Peng Zhang et al. · 0 citations

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