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August 20, 2025Electronics2 citationsOpen Access

scnoc-agentic: an architecture for satellite communication management with large language models

SCNOC-Agentic: A Network Operation and Control Agentic for Satellite Communication Systems

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Authors

WSWenyu SunCSChenhua SunYZYiduo Zhang

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Overview

Development of SCNOC-Agentic improves network task planning accuracy in satellite systems, suggesting enhanced management capabilities.

Key Points

  • SCNOC-Agentic significantly improved parameter generation accuracy in network task planning, achieving 32.2% accuracy.
  • Utilizing open-source large language models, performance in satellite communications increased notably across four tasks.
  • The framework integrates intent refinement, multi-agent workflow, and graph-based retrieval to enhance satellite management.
  • Ablation studies confirmed the individual contributions of each component in the SCNOC-Agentic architecture.

Cite This Study

Sun et al. (2025) studied this question.

synapsesocial.com/papers/68af5701ad7bf08b1eadd511https://doi.org/10.3390/electronics14163320
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