AINeutralarXiv – CS AI · 7h ago6/10
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Practical Cross-Band Channel Prediction for AI-RAN via Physics-Guided Deep Unfolding
Researchers introduce GUIDE, a physics-guided deep unfolding framework for cross-band channel prediction in AI-native radio access networks that achieves superior performance without retraining. The approach combines wireless physics principles with deep learning to enable practical deployment across diverse environments while maintaining real-time inference capabilities.