A semantic communication framework uses MLLM-derived scenario-aware importance labels to allocate coding resources, improving PSNR of important image regions at comparable or lower bandwidth than prior JSCC systems.
Overview of v2v and v2i wireless communication for cooperative vehicle infrastructure systems,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.SP 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding
A semantic communication framework uses MLLM-derived scenario-aware importance labels to allocate coding resources, improving PSNR of important image regions at comparable or lower bandwidth than prior JSCC systems.