Large ai model-based semantic communications

F Jiang, Y Peng, L Dong, K Wang… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Semantic communication (SC) is an emerging intelligent paradigm, offering solutions for
various future applications like metaverse, mixed reality, and the Internet of everything …

Large AI model empowered multimodal semantic communications

F Jiang, Y Peng, L Dong, K Wang, K Yang… - arXiv preprint arXiv …, 2023 - arxiv.org
Multimodal signals, including text, audio, image and video, can be integrated into Semantic
Communication (SC) for providing an immersive experience with low latency and high …

Semantic communication system based on semantic slice models propagation

C Dong, H Liang, X Xu, S Han… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Traditional communication systems treat messages' semantic aspects and meaning as
irrelevant to communication, revealing its limitations in the era of artificial intelligence (AI) …

Generative ai-driven semantic communication framework for nextg wireless network

AD Raha, MS Munir, A Adhikary, Y Qiao… - arXiv preprint arXiv …, 2023 - arxiv.org
This work designs a novel semantic communication (SemCom) framework for the next-
generation wireless network to tackle the challenges of unnecessary transmission of vast …

Generative AI for semantic communication: Architecture, challenges, and outlook

L Xia, Y Sun, C Liang, L Zhang, MA Imran… - arXiv preprint arXiv …, 2023 - arxiv.org
Semantic communication (SemCom) is expected to be a core paradigm in future
communication networks, yielding significant benefits in terms of spectrum resource saving …

From semantic communication to semantic-aware networking: Model, architecture, and open problems

G Shi, Y Xiao, Y Li, X Xie - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
Existing communication systems are mainly built based on Shannon's information theory,
which deliberately ignores the semantic aspects of communication. The recent iteration of …

Communication-efficient framework for distributed image semantic wireless transmission

B Xie, Y Wu, Y Shi, DWK Ng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Multinode communication, which refers to the interaction among multiple devices, has
attracted lots of attention in many Internet of Things (IoT) scenarios. However, its huge …

RIS-enhanced semantic communications adaptive to user requirements

P Jiang, CK Wen, S Jin, GY Li - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication, through the interpretation of the semantic meaning of transmitted
data, effectively reduces the required bandwidth. However, current deep learning-based …

Wireless end-to-end image transmission system using semantic communications

MU Lokumarambage, VSS Gowrisetty, H Rezaei… - IEEE …, 2023 - ieeexplore.ieee.org
Semantic communication is considered the future of mobile communication, which aims to
transmit data beyond Shannon's theorem of communications by transmitting the semantic …

Vector quantized semantic communication system

Q Fu, H Xie, Z Qin, G Slabaugh… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Although analog semantic communication systems have received considerable attention in
the literature, there is less work on digital semantic communication systems. In this letter, we …