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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yuxiang Zhang

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2 papers indexed here

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2026

Digital Twin Channel-Aided CSI Prediction: A Region-Adaptive Environment-Based Subspace Extraction Approach With Channel Similarity

Low-overhead channel state information (CSI) acquisition is critical for multiple-input multiple-output (MIMO) systems. Digital twin channel (DTC), which reconstructs the 3D physical environment using environmental information, is a promising low-overhead CSI acquisition paradigm. However, most existing works use raw s...

Jun-Hao Yu, Yu-Xiang Zhang, Yi-Chen Cai et al. · 0 citations
Preprint Aug 2026

Electromagnetic World Model for 6G: A Unified Framework for Joint Environment Reconstruction and Channel Prediction

Experimental results show that EMWM outperforms conventional neural network and large language model baselines in both CSI prediction and environment reconstruction, achieving a squared generalized cosine similarity (SGCS) of 0.9699 for CSI prediction while demonstrating robustness across different signal-to-noise rati...

Yizhu Zhao, Li Yu, Jian-Hua Zhang et al. · 0 citations

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