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 …

Making sense of meaning: A survey on metrics for semantic and goal-oriented communication

TM Getu, G Kaddoum, M Bennis - IEEE Access, 2023 - ieeexplore.ieee.org
Semantic communication (SemCom) aims to convey the meaning behind a transmitted
message by transmitting only semantically-relevant information. This semantic-centric …

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 …

Towards ubiquitous semantic metaverse: Challenges, approaches, and opportunities

K Li, BPL Lau, X Yuan, W Ni… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In recent years, ubiquitous semantic Metaverse has been studied to revolutionize immersive
cyber-virtual experiences for augmented reality (AR) and virtual reality (VR) users, which …

Deep joint source-channel coding for semantic communications

J Xu, TY Tung, B Ai, W Chen, Y Sun… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Semantic communications is considered a promising technology that will increase the
efficiency of next-generation communication systems, particularly human-machine and …

Semantic communication with memory

H Xie, Z Qin, GY Li - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
While semantic communication succeeds in efficiently transmitting due to the strong
capability to extract the essential semantic information, it is still far from the intelligent or …

Physical-layer adversarial robustness for deep learning-based semantic communications

G Nan, Z Li, J Zhai, Q Cui, G Chen, X Du… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
End-to-end semantic communications (ESC) rely on deep neural networks (DNN) to boost
communication efficiency by only transmitting the semantics of data, showing great potential …

Adaptive semantic-bit communication for extended reality interactions

C Wang, Y Li, F Gao, D Deng, J Xu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Semantic communication is a novel paradigm that conveys intention or goal from the source
to the destination. It can greatly improve communication efficiency, especially for the …

Optimization of image transmission in cooperative semantic communication networks

W Zhang, Y Wang, M Chen, T Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, a semantic communication framework for image data transmission is
developed. In the investigated framework, a set of servers cooperatively transmit image data …

Joint coding-modulation for digital semantic communications via variational autoencoder

Y Bo, Y Duan, S Shao, M Tao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communications have emerged as a new paradigm for improving communication
efficiency by transmitting the semantic information of a source message that is most relevant …