[논문 구현] Semantics-Native Communication via Contextual Reasoning

깃허브 링크:

GitHub - eunc812/Semantics-Native-Communication-via-Contextual-Reasoning: Implementation of Semantics-Native Communication via C

 

출처: H. Seo, J. Park, M. Bennis and M. Debbah, "Semantics-Native Communication via Contextual Reasoning," in IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 3, pp. 604-617, June 2023.

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Architecture:

 

 

구조:

• system1.py — system 1 SNC: action–concept relevance, A2C/C2A, concept–symbol mapping, Theorem 1 (SR bit-length bounds)
• system2.py — system 2 SNC: individual context (S, L), objective G, self-SNC, Algorithm 1
• experiments/
  • world.py — world generation for section IV experiments (|A|=|C|=100, Dirichlet)
  • reliability.py — system 1 vs system 2 reliability γ
  • fig4.py–fig8.py — scripts to reproduce paper Figures 4–8
• resulsts/ - architecture, output figures from the experiment

 

 

Preview:

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