A survey on semantic communications for intelligent wireless networks

S Iyer, R Khanai, D Torse, RJ Pandya… - Wireless Personal …, 2023 - Springer
Research on intelligent wireless network aims at the development of a human society which
is ubiquitous and mobile, simultaneously providing solutions to the coverage, capacity, and …

Generative AI-driven semantic communication networks: Architecture, technologies and applications

C Liang, H Du, Y Sun, D Niyato, J Kang, D Zhao… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative artificial intelligence (GAI) has emerged as a rapidly burgeoning field
demonstrating significant potential in creating diverse contents intelligently and …

A unified multi-task semantic communication system with domain adaptation

G Zhang, Q Hu, Z Qin, Y Cai… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
The task-oriented semantic communication sys-tems have achieved significant performance
gain, however, the paradigm that employs a model for a specific task might be limited, since …

Swin transformer-based dynamic semantic communication for multi-user with different computing capacity

LX Nguyen, YL Tun, YK Tun… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Semantic communication has gained significant attention from researchers as a promising
technique to replace conventional communication in the next generation of communication …

Imitation learning-based implicit semantic-aware communication networks: Multi-layer representation and collaborative reasoning

Y Xiao, Z Sun, G Shi, D Niyato - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Semantic communication has recently attracted significant interest from both industry and
academia due to its potential to transform the existing data-focused communication …

Semantics-empowered communication for networked intelligent systems

M Kountouris, N Pappas - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
Wireless connectivity has traditionally been regarded as an opaque data pipe carrying
messages, whose context-dependent meaning and effectiveness have been ignored …

Cognitive semantic communication systems driven by knowledge graph

F Zhou, Y Li, X Zhang, Q Wu, X Lei… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Semantic communication is envisioned as a promising technique to break through the
Shannon limit. However, the existing semantic communication frameworks do not involve …

Deep learning-enabled semantic communication systems with task-unaware transmitter and dynamic data

H Zhang, S Shao, M Tao, X Bi… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Existing deep learning-enabled semantic communication systems often rely on shared
background knowledge between the transmitter and receiver that includes empirical data …

A unified framework for integrating semantic communication and ai-generated content in metaverse

Y Lin, Z Gao, H Du, D Niyato, J Kang… - IEEE …, 2023 - ieeexplore.ieee.org
As the Metaverse continues to grow, the need for efficient communication and intelligent
content generation becomes increasingly important. Semantic communication focuses on …

OFDM-based digital semantic communication with importance awareness

C Liu, C Guo, Y Yang, W Ni… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication (SemCom) has received considerable attention for its ability to
reduce data transmission size while maintaining task performance. However, existing works …