Semantic communication meets edge intelligence

W Yang, ZQ Liew, WYB Lim, Z Xiong… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
The development of emerging applications, such as autonomous transportation systems, is
expected to result in an explosive growth in mobile data traffic. As the available spectrum …

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 for future internet: Fundamentals, applications, and challenges

W Yang, H Du, ZQ Liew, WYB Lim… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
With the increasing demand for intelligent services, the sixth-generation (6G) wireless
networks will shift from a traditional architecture that focuses solely on a high transmission …

Intelligence at the edge of complex networks: The case of cognitive transmission power control

P Pace, G Fortino, Y Zhang… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
The rapid proliferation of new devices has led to the Internet of Things (IoT), a network
where virtually any object equipped with a radio interface can be connected. Accordingly …

Understand-before-talk (UBT): A semantic communication approach to 6G networks

SR Pokhrel, J Choi - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
In Shannon theory, semantic aspects of communication were identified but considered
irrelevant to the technical communication problems. Semantic communication (SC) …

Rethinking modern communication from semantic coding to semantic communication

K Lu, Q Zhou, R Li, Z Zhao, X Chen… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Modern communications are usually designed to pursue a higher bit-level precision and
fewer bits while transmitting a message. This article rethinks these two major features and …

Guest editorial special issue on beyond transmitting bits: context, semantics, and task-oriented communications

D Gündüz, Z Qin, IE Aguerri, HS Dhillon… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
It is our pleasure to share with you this Special Issue, which brings together a diverse set of
articles dealing with various aspects of semantic and goal-oriented communications …

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

C Chaccour, W Saad, M Debbah, Z Han… - arXiv preprint arXiv …, 2022 - arxiv.org
Semantic communication is viewed as a revolutionary paradigm that can potentially
transform how we design and operate wireless communication systems. However, despite a …

Semantic communications with AI tasks

Y Yang, C Guo, F Liu, C Liu, L Sun, Q Sun… - arXiv preprint arXiv …, 2021 - arxiv.org
A radical paradigm shift of wireless networks from``connected things''to``connected
intelligence''undergoes, which coincides with the Shanno and Weaver's envisions …

Toward energy-oriented optimization for green communication in sensor enabled IoT environments

S Kumar, O Kaiwartya, M Rathee… - IEEE Systems …, 2020 - ieeexplore.ieee.org
One of the major bottlenecks toward realizing IoT systems is the energy constraint of
sensors. Prolonging network lifetime is a fundamental issue for implementing IoT systems …