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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yao Li

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Open access Aug 2026

Wi-CSNet: A Spatio-Temporal Model for CSI-Based Human Activity Recognition

Wi-CSNet is presented, a lightweight CSI-oriented framework that integrates Discrete Wavelet Transform (DWT) preprocessing, asymmetric-stride convolutions, and a Cross-Scanning State Space Duality block derived from Mamba2 that confirms the effectiveness and robustness of Wi-CSNet for fine-grained CSI-based activity re...

Zhong-Jian Gao, Rui-Ge Zhang, Yuwei Cai et al. · 0 citations

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