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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

Yu-Nan Zhu

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2 papers indexed here

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Open access Oct 2026

RACA-MAC: A Routing-Aware and Collision-Avoidance MAC for Distributed Underwater Acoustic Networks

Distributed underwater acoustic networks support autonomous coordination and rapid response in complex ocean environments by distributing sensing and decision-making functions to individual nodes. However, under long propagation delays, limited bandwidth, and decentralized scheduling, most existing protocols still stru...

Xue-Ying Li, Z. Pu, Yu-Nan Zhu et al. · 0 citations
#machine learning Preprint Oct 2026

HankelKANet: Lightweight Path Loss Estimation via Physics-Inspired Hankel Convolution

Accurate path loss (PL) estimation is essential for wireless network planning and optimization. This paper proposes HankelKANet, a lightweight physics-inspired network for PL estimation that structurally embeds electromagnetic propagation characteristics into the neural architecture. Built on a single residual UNet bac...

Yue Ruan, Xiao-Xiao Cheng, Yu-Nan Zhu et al. · 0 citations

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