mlsanityData to 14 Oct 2026

Semantic-Forward Relaying: A Novel Framework Towards 6G Cooperative Communications

arXiv 2310.07987 ↗First posted 12 Oct 2023cs.NI cs.IT cs.LGcited by 9

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Abstract (arXiv)

This letter proposes a novel relaying framework, semantic-forward (SF), for cooperative communications towards the sixth-generation (6G) wireless networks. The SF relay extracts and transmits the semantic features, which reduces forwarding payload, and also improves the network robustness against intra-link errors. Based on the theoretical basis for cooperative communications with side information and the turbo principle, we design a joint source-channel coding algorithm to iteratively exchange the extrinsic information for enhancing the decoding gains at the destination. Surprisingly, simulation results indicate that even in bad channel conditions, SF relaying can still effectively improve the recovered information quality.

Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). Builds on 4 of its 20 references that are in the map. First posted on arXiv 12 Oct 2023.

Builds on

4 of 20 references.

References · 4

  1. 2014Adam: A Method for Stochastic Optimizationcited by 37,240
  2. 2022Semantic Communications for Future Internet: Fundamentals, Applications, and Challengescited by 95
  3. 2023On the Road to 6G: Visions, Requirements, Key Technologies and Testbedscited by 77
  4. 2022Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Datacited by 36

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2024: 5; 2025: 2; 2026: 2.

9 papers.