面向未来的语义通信: 基本原理与实现方法

张平, 牛凯, 姚圣时, 戴金晟 - 通信学报, 2023 - infocomm-journal.com
阐述了语义通信的基本原理与实现方法. 首先, 提出了语义通信的系统模型, 梳理语义通信的基本
概念与术语, 对比经典通信与语义通信的主要区别, 总结了语义通信的技术优势. 在此基础上 …

Decentralized Semantic Traffic Control in AVs Using RL and DQN for Dynamic Roadblocks

E Figetakis, Y Bello, A Refaey, A Shami - arXiv preprint arXiv:2406.18741, 2024 - arxiv.org
Autonomous Vehicles (AVs), furnished with sensors capable of capturing essential vehicle
dynamics such as speed, acceleration, and precise location, possess the capacity to …

Building the Foundations and Experiences of 6G and Beyond Networks: A Confluence of THz Systems, Extended Reality (XR), and AI-Native Semantic …

C Chaccour - 2023 - vtechworks.lib.vt.edu
The emergence of 6G and beyond networks is set to enable a range of novel services such
as personalized highly immersive experiences, holographic teleportation, and human-like …

[PDF][PDF] Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach

C Kurisummoottil_Thomas, W Saad… - IEEE Journal on Selected …, 2023 - par.nsf.gov
A digital twin (DT) leverages a virtual representation of the physical world, along with
communication (eg, 6G), computing (eg, edge computing), and artificial intelligence (AI) …

Prompt-Based Transceiver Cooperation for Semantic Communications with Domain-Incremental Background Knowledge

L Zhang, M Das, Y Sun, D Niyato… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
Semantic communication (SemCom) has gained significant attention to extracting and
delivering semantic information based on transceivers' background knowledge. While …

Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting

F Binucci, M Merluzzi, P Banelli, EC Strinati… - arXiv preprint arXiv …, 2023 - arxiv.org
Deep Neural Network (DNN) splitting is one of the key enablers of edge Artificial Intelligence
(AI), as it allows end users to pre-process data and offload part of the computational burden …

Integrated Communication and Control Systems: A Data Significance Perspective

S Roth, Y Karacora, C Chaccour… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
The interconnected smart devices and industrial internet of things devices require low-
latency communication to fulfill control objectives despite limited resources. In essence, such …

Two-Way Semantic Transmission of Images without Feedback

K Yu, Q He, G Wu - arXiv preprint arXiv:2306.08903, 2023 - arxiv.org
As a competitive technology for 6G, semantic communications can significantly improve
transmission efficiency. However, many existing semantic communication systems require …

[PDF][PDF] Machine Learning With Computer Networks: Techniques, Datasets, and Models

N WEHNER, A REDDER, E SAMIKWA - 2024 - opus.bibliothek.uni-augsburg.de
Machine learning has found many applications in network contexts. These include solving
optimisation problems and managing network operations. Conversely, networks are …

Approches méthodologiques pour une communication orientée vers les objectifs

Y Sun - 2023 - theses.hal.science
Dans un schémas de communication classique, le récepteur essaie de reconstituer une
version la plus proche possible des données que l'émetteur souhaite lui transmettre. L'écart …