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Sep 2026

CsiMix-JSCC: A Lightweight Adaptive Deep Joint Source Channel Coding Framework for CSI Feedback

In frequency-division-duplexing (FDD) massive multiple-input multiple-output (mMIMO) systems, accurate downlink channel state information (CSI) feedback is essential for achieving high spectral efficiency. However, the high dimensionality of CSI leads to substantial uplink feedback overhead and makes the feedback proce...

Xiang-Yu Cen, Chan-Tong Lam, K. Benjamin et al. · 0 citations
Sep 2026

ELFFNet: An Efficient Lightweight Feature Fusion Network for Change Detection

The proposed ELFFNet is a lightweight and efficient network that achieves high detection accuracy with reduced computational cost, and delivers strong edge detection for small targets and complex disaster areas.

Yi-Chen Cui, Hong Shen, Chan-Tong Lam · 0 citations

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