作者
Deniz Gündüz, Zhijin Qin, Inaki Estella Aguerri, Harpreet S Dhillon, Zhaohui Yang, Aylin Yener, Kai Kit Wong, Chan-Byoung Chae
发表日期
2023/1/1
期刊
IEEE Journal on Selected Areas in Communications
卷号
41
期号
1
页码范围
5-41
出版商
IEEE
简介
Communication systems to date primarily aim at reliably communicating bit sequences. Such an approach provides efficient engineering designs that are agnostic to the meanings of the messages or to the goal that the message exchange aims to achieve. Next generation systems, however, can be potentially enriched by folding message semantics and goals of communication into their design. Further, these systems can be made cognizant of the context in which communication exchange takes place, thereby providing avenues for novel design insights. This tutorial summarizes the efforts to date, starting from its early adaptations, semantic-aware and task-oriented communications, covering the foundations, algorithms and potential implementations. The focus is on approaches that utilize information theory to provide the foundations, as well as the significant role of learning in semantics and task-aware …
引用总数
学术搜索中的文章
D Gündüz, Z Qin, IE Aguerri, HS Dhillon, Z Yang… - IEEE Journal on Selected Areas in Communications, 2022