A tutorial on environment-aware communications via channel knowledge map for 6G

Y Zeng, J Chen, J Xu, D Wu, X Xu, S Jin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …

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 complex tasks requiring multi-user
cooperation, such as smart agriculture and smart cities, poses significant challenges to …

Generative semantic communication for text-to-speech synthesis

J Zheng, J Ren, P Xu, Z Yuan, J Xu, F Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Semantic communication is a promising technology to improve communication efficiency by
transmitting only the semantic information of the source data. However, traditional semantic …

Generative Semantic Communication for Joint Image Transmission and Segmentation

W Yuan, J Ren, C Wang, R Zhang, J Wei… - arXiv preprint arXiv …, 2024 - arxiv.org
Semantic communication has emerged as a promising technology for enhancing
communication efficiency. However, most existing research emphasizes single-task …

Generative Semantic Communication: Architectures, Technologies, and Applications

J Ren, Y Sun, H Du, W Yuan, C Wang, X Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper delves into the applications of generative artificial intelligence (GAI) in semantic
communication (SemCom) and presents a thorough study. Three popular SemCom systems …

Agent-driven Generative Semantic Communication for Remote Surveillance

W Yang, Z Xiong, Y Yuan, W Jiang, TQS Quek… - arXiv preprint arXiv …, 2024 - arxiv.org
In the era of 6G, featuring compelling visions of intelligent transportation system, digital
twins, remote surveillance is poised to become a ubiquitous practice. The substantial data …

Position-Aided Semantic Communication for Efficient Image Transmission: Design, Implementation, and Experimental Results

P Jiang, CK Wen, S Jin, J Zhang - arXiv preprint arXiv:2410.18364, 2024 - arxiv.org
Semantic communication, augmented by knowledge bases (KBs), offers substantial
reductions in transmission overhead and resilience to errors. However, existing methods …

Codebook-enabled Generative End-to-end Semantic Communication Powered by Transformer

P Ye, Y Sun, S Yao, H Chen, X Xu, S Cui - arXiv preprint arXiv:2402.16868, 2024 - arxiv.org
Codebook-based generative semantic communication attracts increasing attention, since
only indices are required to be transmitted when the codebook is shared between …

Semantic communications for 3D human face transmission with neural radiance fields

G Wu, Z Lyu, J Zhang, J Xu - 2024 19th International …, 2024 - ieeexplore.ieee.org
This paper investigates the transmission of three-dimensional (3D) human face content for
immersive communication over a rate-constrained transmitter-receiver link. We propose a …

Multi-Task Generalizable Communication: Beyond the Information Bottleneck

CT Leung, R Ghosh, M Motani - ICC 2024-IEEE International …, 2024 - ieeexplore.ieee.org
Conventional communication systems focus on re-covering the messages sent by the
transmitter at the receiver, by undoing the errors introduced by the channel. In semantic …