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Author

Jin-Cheng Dai

2 papers indexed here

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2026

Deep Joint Source-Channel Coding Over Multi-User Access Channels With Random Activities

Random access (RA) poses great challenges for modern wireless multi-user communication on how to handle the unknown and stochastic user access. Many existing RA schemes typically design codebooks for transmission with independent and statistically identical user access, but lack the adaptability to correlated user acce...

Kang-Ning Ma, Zhou Zhong, Shuo Shao et al. · 0 citations
Conference Aug 2026

RLST-VAD: Robust Lightweight Semantic Transmission for Edge Video Anomaly Detection

With the increasing demand for real-time video anomaly detection (VAD) in edge intelligent applications, efficiently transmitting task-relevant semantic information under limited bandwidth and dynamically varying wireless channels has become a critical challenge. Existing video semantic transmission methods lack collab...

Jin-Tao Meng, Feng-Yu Wang, Jin-Cheng Dai et al. · 0 citations

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