Semantic-Forward Relaying: A Novel Framework Towards 6G Cooperative Communications
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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
- 2014Adam: A Method for Stochastic Optimizationcited by 37,240
- 2022Semantic Communications for Future Internet: Fundamentals, Applications, and Challengescited by 95
- 2023On the Road to 6G: Visions, Requirements, Key Technologies and Testbedscited by 77
- 2022Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Datacited by 36
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Citing papers per year: 2024: 5; 2025: 2; 2026: 2.
9 papers.
- 2024Semantic Successive Refinement: A Generative AI-aided Semantic Communication Frameworkcited by 9
- 2024SC-CDM: Enhancing Quality of Image Semantic Communication with a Compact Diffusion Modelcited by 1
- 2024SAFE: Semantic Adaptive Feature Extraction with Rate Control for 6G Wireless Communicationscited by 0
- 2024Lossy Cooperative UAV Relaying Networks: Outage Probability Analysis and Location Optimizationcited by 0
- 2024Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channelcited by 0
- 2025Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlookcited by 0
- 2025SemSteDiff: Generative Diffusion Model-based Coverless Semantic Steganography Communicationcited by 0
- 2026Semantic Leakage and Privacy Preservation in Relay-Assisted Semantic Communicationscited by 0
- 2026Embodied Semantic Communication for Collective Autonomous Agents: A Tutorial on Representation, Wireless Delivery, and Closed-Loop Coordinationcited by 0
- 2026Embodied Semantic Communication for Collective Autonomous Agents: A Tutorial on Representation, Wireless Delivery, and Closed-Loop Coordination28 Sep 2026
- 2026Semantic Leakage and Privacy Preservation in Relay-Assisted Semantic Communications30 Jun 2026
- 2025SemSteDiff: Generative Diffusion Model-based Coverless Semantic Steganography Communication5 Sep 2025
- 2025Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook21 Aug 2025
- 2024Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel16 Oct 2024
- 2024SC-CDM: Enhancing Quality of Image Semantic Communication with a Compact Diffusion Model3 Oct 2024
- 2024Lossy Cooperative UAV Relaying Networks: Outage Probability Analysis and Location Optimization3 Oct 2024
- 2024SAFE: Semantic Adaptive Feature Extraction with Rate Control for 6G Wireless Communications2 Oct 2024
- 2024Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework31 Jul 2024