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 …

Non-orthogonal multiple access enhanced multi-user semantic communication

W Li, H Liang, C Dong, X Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Semantic communication has served as a novel paradigm and attracted a broad interest
from researchers. One critical aspect of it is the multi-user semantic communication theory …

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 …

Contrastive learning based semantic communications

S Tang, Q Yang, L Fan, X Lei… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Recently, there has been a growing interest in learning-based semantic communication
because it can prioritize the preservation of meaningful semantic information over the …

CDDM: Channel denoising diffusion models for wireless semantic communications

T Wu, Z Chen, D He, L Qian, Y Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Diffusion models (DM) can gradually learn to remove noise, which have been widely used in
artificial intelligence generated content (AIGC) in recent years. The property of DM for …

Semantics-Empowered Space-Air-Ground-Sea Integrated Network: New Paradigm, Frameworks, and Challenges

S Meng, S Wu, J Zhang, J Cheng… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
In the coming sixth generation (6G) communication era, to provide seamless and ubiquitous
connections, the space-air-ground-sea integrated network (SAGSIN) is envisioned to …

Mulsemedia communication research challenges for metaverse in 6G wireless systems

IF Akyildiz, H Guo, R Dai, W Gerstacker - arXiv preprint arXiv:2306.16359, 2023 - arxiv.org
Although humans have five basic senses, sight, hearing, touch, smell, and taste, most
multimedia systems in current systems only capture two of them, namely, sight and hearing …

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 …

Joint source-channel coding for channel-adaptive digital semantic communications

J Park, Y Oh, S Kim, YS Jeon - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
In this paper, we propose a novel joint source-channel coding (JSCC) approach for channel-
adaptive digital semantic communications. In semantic communication systems with digital …

A Nearly Information Theoretically Secure Approach for Semantic Communications over Wiretap Channel

W Chen, S Shao, Q Yang, Z Zhang, P Zhang - arXiv preprint arXiv …, 2024 - arxiv.org
This paper addresses the challenge of achieving information-theoretic security in semantic
communication (SeCom) over a wiretap channel, where a legitimate receiver coexists with …