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Preprint Sep 2026

A Gram-Attention Learning Framework for Spatially Non-Stationary Channel Estimation

As next-generation wireless systems migrate to high-frequency bands, extremely large-scale multiple-input multiple-output (XL-MIMO) is indispensable for combating severe path loss. However, the received path energy along the extremely large array aperture (ELAA) may exhibit spatial non-stationarity, rendering the conve...

Jian-Nan Wang, Xiang-Hao Yu, Chen Wu · 0 citations

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