2 papers
cs.AI2026
TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability
Geon Kim, Dara Ron, Sukhdeep Singh +5
Key Performance Measurement (KPM) forecasting is essential for proactive network management of 5G and next-generation telecom networks. However, existing machine learning (ML) appr…
eess.SY2025
Constellation as a Service: Tailored Connectivity Management in Direct-Satellite-to-Device Networks
Feng Wang, Shengyu Zhang, Een-Kee Hong +1
Direct-satellite-to-device (DS2D) communication is emerging as a promising solution for global mobile service extension, leveraging the deployment of satellite constellations. Howe…