AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Simulation results demonstrate that the proposed EMO-STSA-PPO framework achieves faster convergence and better Pareto solution quality than benchmark schemes, and provides a superior energy-delay tradeoff under the same resource constraints.
Accurate channel state information (CSI) prediction is essential for mitigating channel aging and feedback delay in communication systems. This letter proposes an enhanced masked autoencoder (MAE) framework for CSI prediction. Specifically, singular value decomposition (SVD) is first applied to CSI reconstruction and n...
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