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Cell-free massive MIMO signal detector fused with multi-head attention by graph neural network | Synapse
March 3, 2026
Cell-free massive MIMO signal detector fused with multi-head attention by graph neural network
SG
Shihao Guo
XZ
Xiaohui Zhang
GZ
Gaoyuan Zhang
Gansu Agricultural University
Key Points
Improved signal detection achieved through a novel approach combining graph neural networks and multi-head attention.
The proposed method reduces interference and enhances overall communication performance in cell-free massive MIMO systems.
Analysis utilizes advanced techniques for efficient processing and accurate signal detection, demonstrating effectiveness over traditional methods.
Significant advancements in wireless communication systems may arise from integrating graph-based approaches and neural networks.
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Guo et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75dd7c6e9836116a281b8
https://doi.org/https://doi.org/10.1016/j.phycom.2026.103023