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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xiaojun Yuan

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2 papers indexed here

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Preprint Sep 2026

Scalable High-Precision Near-Field Channel Parameter Estimation via Spatial Chirp Structure

This paper presents a scalable framework for high-precision near-field multipath channel parameter estimation in extremely large antenna array (ELAA) systems, enabling joint recovery of path number, path gains, angles, and ranges from a single noisy observation. The key idea is to interpret the near-field multipath cha...

Lin Chen, Xiao-Jun Yuan, Y. Zhang · 0 citations
Preprint Jul 2026

Wireless Intelligence Needs a Cerebellum: Score-Based Foundation Models Toward Real-Time Physical-Layer Inference

Wireless intelligence requires not only large foundation models for network-wide planning and decision-making, but also a compact"cerebellum"for fast and precise physical-layer inference. Unlike the computation-intensive architectures used at upper layers, the physical-layer cerebellum must operate within stringent mic...

Chang Cai, Bo-Yu Teng, Xiao-Jun Yuan et al. · 0 citations

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