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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

Jiang Wang

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2026

A Geometric Feature Space Learning Method for Automatic Modulation Open-Set Recognition

Automatic modulation open-set recognition (AMOSR) aims to correctly classify known signals while reliably rejecting unknown signals. However, existing methods often suffer from insufficient geometric constraints in the feature space and inadequate modeling of unknown regions, leading to degraded classification accuracy...

Si-Jia Yan, Jiang Wang, Rui Guo · 0 citations
2026

A Lightweight End-to-End Multi-Source Localization Framework in Urban Environments via Local Radio Map Construction

Multi-source localization (MSL) plays a vital role in cognitive radio (CR) networks and spectrum monitoring by enabling timely and reliable positioning. Existing MSL methods typically follow a decoupled two-stage pipeline: they either regress source coordinates directly after estimating the source count, or first const...

Qi-Lu Zhang, Hong-Ying Tang, Zi-Yi Song et al. · 0 citations

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