Author

Ya-Rui Zhang

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Preprint Oct 2026

UrbanEMF: City-Scale EMF Mapping over a Continuous Urban Area with Real-World Base-Station Deployment

Electromagnetic Fields (EMF) mapping is essential for wireless propagation modeling and are fundamental to a wide range of applications, including spectrum awareness, network planning, and integrated sensing and communication (ISAC). However, existing datasets are often limited to spatially separated 2D scenes without...

Shuang-Ning Li, Chen-Xi Luo, Shan-Shan Wang et al. · 0 citations

Preprint Aug 2026

From Network Automation to Trustworthy Autonomous Networking in the LLM Era: A Network Control Intelligence Perspective

A reference architecture is developed that separates proposal generation from governed execution, identifies recurring integration patterns for LLM-enabled operations, and derives a research agenda for higher network autonomy under explicit assurance, safety, and governance constraints.

Tianzhu Zhang, Changgang Zheng, Shanshan Wang et al. · 0 citations