Semantics-empowered communication for networked intelligent systems

M Kountouris, N Pappas - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
Wireless connectivity has traditionally been regarded as an opaque data pipe carrying
messages, whose context-dependent meaning and effectiveness have been ignored …

The age of incorrect information: An enabler of semantics-empowered communication

A Maatouk, M Assaad… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we introduce the Age of Incorrect Information (AoII) as an enabler for semantics-
empowered communication, a newly advocated communication paradigm centered around …

Semantic communications in networked systems: A data significance perspective

E Uysal, O Kaya, A Ephremides, J Gross… - IEEE …, 2022 - ieeexplore.ieee.org
We present our vision for a departure from the established way of architecting and assessing
communication networks, by incorporating the semantics of information, defined not …

Semantics-native communication via contextual reasoning

H Seo, J Park, M Bennis… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, machine learning (ML) has shown its effectiveness in improving communication
efficiency by reinstating the semantics of bits. To understand its underlying principles, we …

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 …

Semantics-native communication with contextual reasoning

H Seo, J Park, M Bennis, M Debbah - arXiv preprint arXiv:2108.05681, 2021 - arxiv.org
Spurred by a huge interest in the post-Shannon communication, it has recently been shown
that leveraging semantics can significantly improve the communication effectiveness across …

Less data, more knowledge: Building next generation semantic communication networks

C Chaccour, W Saad, M Debbah… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Semantic communication is viewed as a revolutionary paradigm that can potentially
transform how we design and operate wireless communication systems. However, despite a …

Deep learning-enabled semantic communication systems with task-unaware transmitter and dynamic data

H Zhang, S Shao, M Tao, X Bi… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Existing deep learning-enabled semantic communication systems often rely on shared
background knowledge between the transmitter and receiver that includes empirical data …

Semantic communications based on adaptive generative models and information bottleneck

S Barbarossa, D Comminiello… - IEEE …, 2023 - ieeexplore.ieee.org
Semantic communications represent a significant breakthrough with respect to the current
communication paradigm, as they focus on recovering the meaning behind the transmitted …

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 …