Cover Image

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Feifan, Du, Yuyang, Xiang, Yifan, Liu, Xiaoyan, Liew, Soung Chang
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models
by: Zhang, Feifan, et al.
Published: (2024)

CL-SEC: Cross-Layer Semantic Error Correction Empowered by Language Models
by: Wang, Yirun, et al.
Published: (2026)

Cellular-X: An LLM-empowered Cellular Agent for Efficient Base Station Operations
by: Wang, Liujianfu, et al.
Published: (2025)

The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms
by: Du, Yuyang, et al.
Published: (2023)

Optical Wireless Ether: Enabling Controlled Dynamic Signal Propagation in OWC Systems
by: Cui, Hongwei, et al.
Published: (2025)

MIMO-OTFS-Based Semantic Communication for High-Mobility Scenarios
by: Zhang, Yu, et al.
Published: (2026)

Spectral Efficiency-Aware Codebook Design for Task-Oriented Semantic Communications
by: Zhang, Anbang, et al.
Published: (2025)

Scene Understanding Enabled Semantic Communication with Open Channel Coding
by: Xiang, Zhe, et al.
Published: (2025)

Large-Language-Model Enabled Semantic Communication Systems
by: Wang, Zhenyi, et al.
Published: (2024)

Multimodal Trustworthy Semantic Communication for Audio-Visual Event Localization
by: Li, Yuandi, et al.
Published: (2024)

Semantic Communication for Task Execution and Data Reconstruction in Multi-User Scenarios
by: Tillmann, Maximilian H. V., et al.
Published: (2025)

Perception-Enhanced Multitask Multimodal Semantic Communication for UAV-Assisted Integrated Sensing and Communication System
by: Guo, Ziji, et al.
Published: (2025)

Channel Semantic Characterization for Integrated Sensing and Communication Scenarios: From Measurements to Modeling
by: Zhang, Zhengyu, et al.
Published: (2025)

SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework
by: Peng, Yubo, et al.
Published: (2025)

Robust MIMO Semantic Communication with Imperfect CSI via Knowledge Distillation
by: Gong, Mingze, et al.
Published: (2025)

Semantic Communication with an LLM-enabled Knowledge Base
by: Hu, Wuxia, et al.
Published: (2026)

Zero-Shot Semantic Communication with Multimodal Foundation Models
by: Hu, Jiangjing, et al.
Published: (2025)

Integrated Sensing and Semantic Communication with Adaptive Source-Channel Coding
by: Wang, Haotian, et al.
Published: (2026)

Importance-Aware Source-Channel Coding for Multi-Modal Task-Oriented Semantic Communication
by: Ma, Yi, et al.
Published: (2025)

Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios
by: Zhang, Junjie, et al.
Published: (2024)

LLM4AMC: Adapting Large Language Models for Adaptive Modulation and Coding
by: Pan, Xinyu, et al.
Published: (2025)

Universal Joint Source-Channel Coding for Modulation-Agnostic Semantic Communication
by: Huh, Yoon, et al.
Published: (2024)

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation
by: Zhang, Guangyi, et al.
Published: (2024)

Less Signals, More Understanding: Channel-Capacity Codebook Design for Digital Task-Oriented Semantic Communication
by: Zhang, Anbang, et al.
Published: (2025)

A Unified Multi-Task Semantic Communication System for Multimodal Data
by: Zhang, Guangyi, et al.
Published: (2022)

Bridging the Modality Gap: Enhancing Channel Prediction with Semantically Aligned LLMs and Knowledge Distillation
by: Li, Zhaoyang, et al.
Published: (2025)

Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation
by: Ding, Kuiyuan, et al.
Published: (2025)

SREC: Encrypted Semantic Super-Resolution Enhanced Communication
by: Zhang, Zhidi, et al.
Published: (2025)

A Robust Semantic Communication System for Image
by: Peng, Xiang, et al.
Published: (2024)

A Survey on Robust Deep Joint Source-Channel Coding for Semantic Communications
by: Hong, Eunhye, et al.
Published: (2026)

Distributed Task-Oriented Communication Networks with Multimodal Semantic Relay and Edge Intelligence
by: Guo, Jie, et al.
Published: (2024)

SA-MIMO: Scalable Quantum-Based Wireless Communications
by: Liu, Jiuyu, et al.
Published: (2025)

Digital-Analog Transmission Framework for Task-Oriented Semantic Communications
by: Fu, Yuzhou, et al.
Published: (2024)

Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications
by: Zhou, Yueling, et al.
Published: (2025)

From Analog to Digital: Multi-Order Digital Joint Coding-Modulation for Semantic Communication
by: Zhang, Guangyi, et al.
Published: (2024)

Multi-Modal Fusion-Based Multi-Task Semantic Communication System
by: Zhu, Zengle, et al.
Published: (2024)

Object-Attribute-Relation Model Driven Adaptive Hierarchical Transmission for Multimodal Semantic Communication
by: Li, Chenxing, et al.
Published: (2026)

Optical Semantic Communication through Multimode Fiber: From Symbol Transmission to Sentiment Analysis
by: Gao, Zheng, et al.
Published: (2024)

Enhancing Data Processing Efficiency in Blockchain Enabled Metaverse over Wireless Communications
by: Qian, Liangxin, et al.
Published: (2025)

Joint Semantic-Channel Coding and Modulation for Token Communications
by: Ying, Jingkai, et al.
Published: (2025)