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 …

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 …

Deep learning enabled semantic communication systems

H Xie, Z Qin, GY Li, BH Juang - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
Recently, deep learned enabled end-to-end communication systems have been developed
to merge all physical layer blocks in the traditional communication systems, which make joint …

Wireless semantic communications for video conferencing

P Jiang, CK Wen, S Jin, GY Li - IEEE Journal on Selected Areas …, 2022 - ieeexplore.ieee.org
Video conferencing has become a popular mode of meeting despite consuming
considerable communication resources. Conventional video compression causes resolution …

Personalized saliency in task-oriented semantic communications: Image transmission and performance analysis

J Kang, H Du, Z Li, Z Xiong, S Ma… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Semantic communication, as a promising technology, has emerged to break through the
Shannon limit, which is envisioned as the key enabler and fundamental paradigm for future …

AI-generated incentive mechanism and full-duplex semantic communications for information sharing

H Du, J Wang, D Niyato, J Kang… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The next generation of Internet services, such as Metaverse, rely on mixed reality (MR)
technology to provide immersive user experiences. However, limited computation power of …

Deep learning enabled semantic communications with speech recognition and synthesis

Z Weng, Z Qin, X Tao, C Pan, G Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we develop a deep learning based semantic communication system for
speech transmission, named DeepSC-ST. We take the speech recognition and speech …

Understand-before-talk (UBT): A semantic communication approach to 6G networks

SR Pokhrel, J Choi - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
In Shannon theory, semantic aspects of communication were identified but considered
irrelevant to the technical communication problems. Semantic communication (SC) …

Exploiting semantic communication for non-orthogonal multiple access

X Mu, Y Liu - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
A novel semantics-empowered two-user uplink non-orthogonal multiple access (NOMA)
framework is proposed for resource efficiency enhancement. More particularly, a secondary …