Semantic Communication: A Survey of Its Theoretical Development

G Xin, P Fan, KB Letaief - Entropy, 2024 - mdpi.com
In recent years, semantic communication has received significant attention from both
academia and industry, driven by the growing demands for ultra-low latency and high …

Semantic Communication: A Survey of Its Theoretical Development

G Xin, P Fan, KB Letaief - 2024 - preprints.org
In recent years, semantic communication has received significant attention from both
academia and industry, driven by the growing demands for ultra-low latency and high …

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 …

A mathematical theory of semantic communication

K Niu, P Zhang - arXiv preprint arXiv:2401.13387, 2024 - arxiv.org
The year 1948 witnessed the historic moment of the birth of classic information theory (CIT).
Guided by CIT, modern communication techniques have approached the theoretic …

Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts

J Choi, J Park, E Grassucci… - 2024 IEEE 99th …, 2024 - ieeexplore.ieee.org
Semantic communication, emerging as a promising paradigm for data transmission, offers
an innovative departure from the constraints of Shannon theory, heralding significant …

Semantic Communications: the New Paradigm Behind Beyond 5G Technologies

G Fernandes, H Fontes, R Campos - arXiv preprint arXiv:2406.00754, 2024 - arxiv.org
Each generation of cellular networks is characterized by its distinct capabilities and
innovations, which reflect the significant milestones reached with each new release. 5G has …

Advances and challenges in semantic communications: A systematic review

P Zhang, Y Liu, Y Song, J Zhang - National Science Open, 2024 - nso-journal.org
Inspired by the recent success of machine learning (ML), the concept of semantic
communication introduced by Weaver in 1949 has gained significant attention and has …

Semantic Communications-A Comprehensive Survey for Future Research Issues

SJ Lee, YH Lee - … on Ubiquitous and Future Networks (ICUFN), 2024 - ieeexplore.ieee.org
Semantic communication, aimed at conveying data meaning, emerges as a promising
approach within information theory to address the limitations of current communication …

A Theory for Semantic Channel Coding With Many-to-one Source

S Ma, H Qi, H Li, G Shi, Y Liang, N Al-Dhahir - arXiv preprint arXiv …, 2023 - arxiv.org
As one of the potential key technologies of 6G, semantic communication is still in its infancy
and there are many open problems, such as semantic entropy definition and semantic …

Semantic communication: A survey on research landscape, challenges, and future directions

T Getu, G Kaddoum, M Bennis - Authorea Preprints, 2023 - techrxiv.org
 Amid the global rollout of fifth-generation (5G) services, researchers in academia, industry,
and national labo? ratories have been developing proposals for the sixth generation (6G) …