Knowledge-Driven Semantic Communication Enabled by the Geometry of Meaning

D Wheeler, B Natarajan - arXiv preprint arXiv:2306.02917, 2023 - arxiv.org
As our world grows increasingly connected and new technologies arise, global demands for
data traffic continue to rise exponentially. Limited by the fundamental results of information …

Engineering semantic communication: A survey

D Wheeler, B Natarajan - IEEE Access, 2023 - ieeexplore.ieee.org
As the global demand for data has continued to rise exponentially, some have begun turning
to the idea of semantic communication as a means of efficiently meeting this demand …

A theory of semantic communication

Y Shao, Q Cao, D Gündüz - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
Semantic communication is an emerging research area that has gained a wide range of
attention recently. Despite this growing interest, there remains a notable absence of a …

Information Framework Expansion Meets Knowledge Collision for Semantic Communications

G Xin, Z Zhu, P Fan - ICC 2023-IEEE International Conference …, 2023 - ieeexplore.ieee.org
With the development of large-scale intelligent services, semantic communication has
attracted significant interest from both academia and industry, which is expected to transmit …

From semantic communication to semantic-aware networking: Model, architecture, and open problems

G Shi, Y Xiao, Y Li, X Xie - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
Existing communication systems are mainly built based on Shannon's information theory,
which deliberately ignores the semantic aspects of communication. The recent iteration of …

Semantic communications: A paradigm whose time has come

E Kutay, A Yener - 2022 IEEE 8th International Conference on …, 2022 - ieeexplore.ieee.org
Communication system design to date is predicated on principles that abstract information
as digital sequences irrespective of their meanings. Such a semantic-agnostic approach …

Knowledge-aware semantic communication system design

S Kadam, DI Kim - ICC 2023-IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The recent emergence of 6G raises the challenge of increasing the transmission data rate
even further in order to break the barrier set by the Shannon limit. Traditional communication …

Beyond Words: Semantic Communication in the Metaverse

RAC Meza, AN Patra - SoutheastCon 2024, 2024 - ieeexplore.ieee.org
The goal of this article is to analyze the concepts related to semantic communication
(SemCom) within the growing field of the metaverse. Drawing from a range of scholarly …

A unified framework for integrating semantic communication and ai-generated content in metaverse

Y Lin, Z Gao, H Du, D Niyato, J Kang… - IEEE …, 2023 - ieeexplore.ieee.org
As the Metaverse continues to grow, the need for efficient communication and intelligent
content generation becomes increasingly important. Semantic communication focuses on …

EXK-SC: A semantic communication model based on information framework expansion and knowledge collision

G Xin, P Fan - Entropy, 2022 - mdpi.com
Semantic communication is not focused on improving the accuracy of transmitted symbols,
but is concerned with expressing the expected meaning that the symbol sequence exactly …