Semantic communication meets edge intelligence

W Yang, ZQ Liew, WYB Lim, Z Xiong… - … Communications, 2022 - ieeexplore.ieee.org
edge-driven training, maintenance, and execution of SE. We further investigate how edge
intelligence … capabilities of intelligent agents at lower computation overheads and reducing the …

The internet of senses: Building on semantic communications and edge intelligence

R Joda, M Elsayed, H Abou-Zeid, R Atawia… - IEEE …, 2022 - ieeexplore.ieee.org
… performance via intelligent agents. However, the intelligent agents deployed at the edge are
… of IoS implementations and employing semantic communications, edge intelligence, as well …

Semantic communication for edge intelligence: Theoretical foundations and implications on protocols

Z Utkovski, A Munari, G Caire, J Dommel… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
… two perspectives on semantic communication. In relation to the first question (C1), the focus
will be on the goal-oriented interpretation of semantic communication, roughly defined as “…

Edge semantic cognitive intelligence for 6G networks: Novel theoretical models, enabling framework, and typical applications

P Dong, Q Wu, X Zhang, G Ding - China Communications, 2022 - ieeexplore.ieee.org
… of edge computing and artificial intelligence still … of edge intelligence from the semantic
cognitive perspective. Two instructive theoretical models for edge semantic cognitive intelligence (…

Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing

W Xu, Z Yang, DWK Ng, M Levorato… - IEEE journal of …, 2023 - ieeexplore.ieee.org
communication systems are also envisioned for beyond 5G (B5G) wireless networks. For the
application in goal-oriented semantic communication… implement edge artificial intelligence (…

Semantic Communication for Edge Intelligence Enabled Autonomous Driving System

Y Feng, H Shen, Z Shan, Q Yang, X Shi - arXiv preprint arXiv:2406.10606, 2024 - arxiv.org
… In this article, we provide a brief overview of edge intelligence … to incorporate semantic
communication into autonomous … Unlike traditional communications, semantic communication

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
edge intelligence for semantic-aware networking. In this architecture, users can offload
the resource-consuming semantic processing tasks to edge servers, and two or more edge

[PDF][PDF] Edge Semantic Cognitive Intelligence for 6G Networks: Models, Framework, and Applications.

P Dong, Q Wu, X Zhang, G Ding - arXiv preprint arXiv:2205.12073, 2022 - researchgate.net
… of edge computing and artificial intelligence still … of edge intelligence from the semantic
cognitive perspective. Two instructive theoretical models for edge semantic cognitive intelligence (…

Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence

K Kim, YK Tun, MS Munir, W Saad… - NOMS 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
… for semantic communication. Thus, this paper proposes a semantic communication framework …
for bit transmission and an algorithm for semantic task offloading for vision AI applications. …

What is semantic communication? A view on conveying meaning in the era of machine intelligence

Q Lan, D Wen, Z Zhang, Q Zeng, X Chen… - … of Communications …, 2021 - ieeexplore.ieee.org
semantic encoder/decoder and semantic … , semantic networking for federated edge
intelligence is then proposed to support semantic information detection and processing, knowledge