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Author

Jaeho Lee

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Sep 2026

Fronthaul Compression for Uplink Cloud-RAN with Finite-Alphabet Inputs: A Reverse Mercury/Waterfilling Approach

The cloud radio access network (C-RAN) mitigates inter-cell interference by jointly processing the observations of distributed remote units (RUs) at a centralized unit (CU), but limited fronthaul capacity forces each RU to compress its received signal. Under transform-compress-forward, an RU transforms its signal and q...

Su-Bin Shin, Jaeho Lee, Seok-Hwan Park et al. · 0 citations
Jul 2026

Neural Network-Assisted CLEAN for Channel Modeling in Low-SNR Regimes

This paper proposes Neural Network-Assisted CLEAN (NN-CLEAN), a hybrid framework that embeds a multi-head residual network directly into the iterative CLEAN extraction loop, establishing NN-CLEAN as a robust, real- time solution for channel estimation in MIMO systems.

Chao-Fan Deng, Lin-Yu Sun, Jaeho Lee et al. · 0 citations

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