Large Generative Model Assisted 3D Semantic Communication

F Jiang, Y Peng, L Dong, K Wang, K Yang… - arXiv preprint arXiv …, 2024 - arxiv.org
Semantic Communication (SC) is a novel paradigm for data transmission in 6G. However,
there are several challenges posed when performing SC in 3D scenarios: 1) 3D semantic …

Cross-Modal Graph Semantic Communication Assisted by Generative AI in the Metaverse for 6G

M Chen, M Liu, C Wang, X Song, Z Zhang, Y Xie… - Research, 2024 - spj.science.org
Recently, the development of the Metaverse has become a frontier spotlight, which is an
important demonstration of the integration innovation of advanced technologies in the …

A Scalable Multi-Device Semantic Communication System for Multi-Task Execution

M Gong, S Wang, S Bi - GLOBECOM 2023-2023 IEEE Global …, 2023 - ieeexplore.ieee.org
Motivated by the success of deep learning, semantic communication has emerged as new
paradigm shifts in 6G from the conventional data-oriented communications. However, the …

Rethinking generative semantic communication for multi-user systems with multi-modal LLM

W Yang, Z Xiong, S Mao, TQS Quek, P Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
The surge in connected devices in 6G with typical massive access scenarios, such as smart
agriculture, and smart cities, poses significant challenges to unsustainable traditional …

Scalable extraction based semantic communication for 6G wireless networks

Y Fu, W Cheng, W Zhang… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Due to the challenges of satisfying the demands for communication efficiency and intelligent
connectivity, sixthgeneration (6G) wireless network requires new communication …

Evolving Semantic Communication with Generative Model

S Tang, Q Yang, D Gündüz, Z Zhang - arXiv preprint arXiv:2403.20237, 2024 - arxiv.org
Recently, learning-based semantic communication (SemCom) has emerged as a promising
approach in the upcoming 6G network and researchers have made remarkable efforts in this …

Cross-modal semantic communications in 6G

M Chen, M Liu, W Wang, H Dou… - 2023 IEEE/CIC …, 2023 - ieeexplore.ieee.org
In 6G communication, semantic communication is considered one of the most promising
directions to fulfill users' demands for immersive multi-modal experiences, low latency, and …

Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework

K Zhang, L Li, W Lin, Y Yan, R Li, W Cheng… - arXiv preprint arXiv …, 2024 - arxiv.org
Semantic Communication (SC) is an emerging technology aiming to surpass the Shannon
limit. Traditional SC strategies often minimize signal distortion between the original and …

Two-way semantic communications without feedback

K Yu, Q He, G Wu - IEEE Transactions on Vehicular Technology, 2024 - ieeexplore.ieee.org
Semantic communications can significantly improve transmission efficiency, especially in the
low signal-to-noise (SNR) regime. However, two-way semantic communications still remain …

Intellicise model transmission for semantic communication in intelligence-native 6G networks

W Yining, H Shujun, X Xiaodong, M Rui… - China …, 2024 - ieeexplore.ieee.org
To facilitate emerging applications and demands of edge intelligence (EI)-empowered 6G
networks, model-driven semantic communications have been proposed to reduce …