Next Generation Advanced Transceiver Technologies for 6G

C You, Y Cai, Y Liu, M Di Renzo, TM Duman… - arXiv preprint arXiv …, 2024 - arxiv.org
To accommodate new applications such as extended reality, fully autonomous vehicular
networks and the metaverse, next generation wireless networks are going to be subject to …

Adaptive Federated Deep Learning-based Semantic Communication in the Social Internet of Things

W Tan, Y Wang, L Liu, X Wang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The introduction of semantic communication offers an effective solution for achieving
efficient and reliable information transmission in the Social Internet of Things (SIoT). SIoT …

Semantic Communications Using Foundation Models: Design Approaches and Open Issues

P Jiang, CK Wen, X Yi, X Li, S Jin… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Foundation models (FMs), including large language models, have become increasingly
popular due to their wide-ranging applicability and ability to understand human-like …

Feature Allocation for Semantic Communication with Space-Time Importance Awareness

K Zhou, G Zhang, Y Cai, Q Hu, G Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of semantic communication, the significance of encoded features can vary,
while wireless channels are known to exhibit fluctuations across multiple subchannels in …

End-to-End Learning for Task-Oriented Semantic Communications Over MIMO Channels: An Information-Theoretic Framework

C Cai, X Yuan, YJA Zhang - arXiv preprint arXiv:2408.17397, 2024 - arxiv.org
This paper addresses the problem of end-to-end (E2E) design of learning and
communication in a task-oriented semantic communication system. In particular, we …

O2SC: Realizing Channel-Adaptive Semantic Communication with One-Shot Online-Learning

G Zhang, K Kang, Y Cai, Q Hu, YC Eldar… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Motivated by progress in data-driven supervised learning, semantic communication has
witnessed remarkable advancements in improving the efficiency of data transmission under …

Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network

M Wu, Z Gao, Z Wang, D Niyato… - arXiv preprint arXiv …, 2024 - arxiv.org
Near-space airship-borne communication network is recognized to be an indispensable
component of the future integrated ground-air-space network thanks to airships' advantage …

Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels

B Xie, Y Wu, Y Shi, W Zhang, S Cui… - arXiv preprint arXiv …, 2024 - arxiv.org
Though achieving marvelous progress in various scenarios, existing semantic
communication frameworks mainly consider single-input single-output Gaussian channels …

Semantic MIMO Systems for Speech-to-Text Transmission

Z Weng, Z Qin, H Xie, X Tao, KB Letaief - arXiv preprint arXiv:2405.08096, 2024 - arxiv.org
Semantic communications have been utilized to execute numerous intelligent tasks by
transmitting task-related semantic information instead of bits. In this article, we propose a …

DM-MIMO: Diffusion Models for Robust Semantic Communications over MIMO Channels

Y Duan, T Wu, Z Chen, M Tao - 2024 IEEE/CIC International …, 2024 - ieeexplore.ieee.org
This paper investigates robust semantic communications over multiple-input multiple-output
(MIMO) fading channels. Current semantic communications over MIMO channels mainly …