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 …

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 …

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

TM Getu, G Kaddoum, M Bennis - Proceedings of the IEEE, 2025 - ieeexplore.ieee.org
Amid the global rollout of fifth-generation (5G) services, researchers in academia, industry,
and national laboratories have been developing proposals for the sixth-generation (6G) …

Reasoning with concepts: A unifying framework

P Gärdenfors, M Osta-Vélez - Minds and Machines, 2023 - Springer
Over the past few decades, cognitive science has identified several forms of reasoning that
make essential use of conceptual knowledge. Despite significant theoretical and empirical …

[HTML][HTML] Navigating the future of wireless networks: A multidimensional survey on semantic communications

A Islam, KH Chang - ICT Express, 2024 - Elsevier
This paper offers an in-depth exploration of semantic communications, focusing on its
integral role in wireless networks. We dissect its foundational architecture and the key …

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 …

Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spaces

D Wheeler, B Natarajan - 2024 Wireless Telecommunications …, 2024 - ieeexplore.ieee.org
Communication with the goal of accurately conveying meaning, rather than accurately
transmitting symbols, has become an area of growing interest. This paradigm, termed …

[PDF][PDF] Conceptual Learning and Causal Reasoning for Semantic Communication

D Wheeler, B Natarajan - Authorea Preprints, 2024 - techrxiv.org
Semantic communication is a paradigm shift toward meaning-oriented communications that
is largely enabled by artificial intelligence technologies. One approach to semantic …

[PDF][PDF] Reasoning with Concepts: A Unifying Framework

G Peter, OV Matías - 2023 - philarchive.org
Over the past few decades, cognitive science has identified several forms of reasoning that
make essential use of conceptual knowledge. Despite significant theoretical and empirical …