Semantic communications for future internet: Fundamentals, applications, and challenges

W Yang, H Du, ZQ Liew, WYB Lim… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
With the increasing demand for intelligent services, the sixth-generation (6G) wireless
networks will shift from a traditional architecture that focuses solely on a high transmission …

Semantics-empowered communications: A tutorial-cum-survey

Z Lu, R Li, K Lu, X Chen, E Hossain… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Along with the springing up of the semantics-empowered communication (SemCom)
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …

Beyond transmitting bits: Context, semantics, and task-oriented communications

D Gündüz, Z Qin, IE Aguerri, HS Dhillon… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Communication systems to date primarily aim at reliably communicating bit sequences.
Such an approach provides efficient engineering designs that are agnostic to the meanings …

Semantic communications: Principles and challenges

Z Qin, X Tao, J Lu, W Tong, GY Li - arXiv preprint arXiv:2201.01389, 2021 - arxiv.org
Semantic communication, regarded as the breakthrough beyond the Shannon paradigm,
aims at the successful transmission of semantic information conveyed by the source rather …

Wireless deep video semantic transmission

S Wang, J Dai, Z Liang, K Niu, Z Si… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In this paper, we design a new class of high-efficiency deep joint source-channel coding
methods to achieve end-to-end video transmission over wireless channels. The proposed …

Semantic communications in networked systems: A data significance perspective

E Uysal, O Kaya, A Ephremides, J Gross… - IEEE …, 2022 - ieeexplore.ieee.org
We present our vision for a departure from the established way of architecting and assessing
communication networks, by incorporating the semantics of information, defined not …

Semantic communications for wireless sensing: RIS-aided encoding and self-supervised decoding

H Du, J Wang, D Niyato, J Kang, Z Xiong… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Semantic communications can reduce the resource consumption by transmitting task-related
semantic information extracted from source messages. However, when the source …

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 …

Semantic communication meets edge intelligence

W Yang, ZQ Liew, WYB Lim, Z Xiong… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
The development of emerging applications, such as autonomous transportation systems, is
expected to result in an explosive growth in mobile data traffic. As the available spectrum …

Adaptable semantic compression and resource allocation for task-oriented communications

C Liu, C Guo, Y Yang, N Jiang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Task-oriented communication is a new paradigm that aims at providing efficient connectivity
for accomplishing intelligent tasks rather than reception of every transmitted bit. This paper …