A theory of semantic communication

Y Shao, Q Cao, D Gündüz - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
Semantic communication is an emerging research area that has gained a wide range of
attention recently. Despite this growing interest, there remains a notable absence of a …

SCAN: Semantic communication with adaptive channel feedback

G Zhang, Q Hu, Y Cai, G Yu - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
In existing semantic communication systems for image transmission, some images are
generally reconstructed with considerably low quality. As a result, the reliable transmission …

CDDM: Channel denoising diffusion models for wireless semantic communications

T Wu, Z Chen, D He, L Qian, Y Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Diffusion models (DM) can gradually learn to remove noise, which have been widely used in
artificial intelligence generated content (AIGC) in recent years. The property of DM for …

Semantics-Empowered Space-Air-Ground-Sea Integrated Network: New Paradigm, Frameworks, and Challenges

S Meng, S Wu, J Zhang, J Cheng… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
In the coming sixth generation (6G) communication era, to provide seamless and ubiquitous
connections, the space-air-ground-sea integrated network (SAGSIN) is envisioned to …

Goal-oriented and semantic communication in 6G AI-native networks: The 6G-GOALS approach

EC Strinati, P Di Lorenzo, V Sciancalepore… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advances in AI technologies have notably expanded device intelligence, fostering
federation and cooperation among distributed AI agents. These advancements impose new …

CDDM: Channel denoising diffusion models for wireless communications

T Wu, Z Chen, D He, L Qian, Y Xu… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Diffusion models (DM) can gradually learn to re-move noise, which have been widely used
in artificial intelligence generated content (AIGC) in recent years. The property of DM for …

Cooperative semantic communication with on-demand semantic forwarding

B Tang, L Huang, Q Li… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
In this paper, a deep learning-based cooperative semantic communication system is
proposed on relay channels. In order to enhance the reliability and adaptability of the system …

Commin: Semantic image communications as an inverse problem with inn-guided diffusion models

J Chen, D You, D Gündüz… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Joint source-channel coding schemes based on deep neural networks (DeepJSCC) have
recently achieved remarkable performance for wireless image transmission. However, these …

Robust constant curvature curve communications with complex and quaternion neural networks

AM Buvarp, L Mili, AI Zaghloul - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The concept of Digital Twin has recently emerged, which requires the transmission of a
massive amount of sensor data with low latency and high reliability. Analog error correction …

Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey

TH Vu, SK Jagatheesaperumal, MD Nguyen… - arXiv preprint arXiv …, 2024 - arxiv.org
The success of Artificial Intelligence (AI) in multiple disciplines and vertical domains in
recent years has promoted the evolution of mobile networking and the future Internet toward …