计算机应用研究2025，Vol.42Issue(7)：1930-1938,9.DOI:10.19734/j.issn.1001-3695.2024.09.0477
语义通信在边缘算力网络中的应用研究综述
Review on application of semantic communication in edge computing power network
摘要
Abstract
Semantic communication(SemCom)is an emerging technology that integrates intelligence and communication.It is expected to break through the bandwidth bottleneck of traditional communication and becomes a new communication paradigm for the 6th generation mobile communication system(6G).Currently,the application of semantic communication technology in edge computing scenarios has achieved some preliminary research results,but there is still a lack of systematic analysis and summary.To promote the further development of the semantic communication field,this article elaborated in detail on the repre-sentative research achievements of semantic communication in specific computing task scenarios in the past five years from the perspectives of the Internet of Things(IoT)task scenarios and generalized edge scenarios.Moreover,the bottleneck in the de-velopment of semantic communication technology lies in the high demand for computing power.The computing power network(CPN)-driven semantic communication has become an ideal solution to this bottleneck.The article further introduced the re-search status of the computing power network,made a comparative analysis of the characteristics of edge computing and compu-ting power network,deeply analyzed the potential of the computing power network in promoting the development of semantic communication technology,and finally looked forward to the future research prospects of the computing power network and se-mantic communication.关键词
语义通信/算力网络/边缘计算Key words
semantic communication/computing power network/edge computing分类
信息技术与安全科学引用本文复制引用
刘旺,曾庆涛,陆利坤,李文璟..语义通信在边缘算力网络中的应用研究综述[J].计算机应用研究,2025,42(7):1930-1938,9.基金项目
网络与交换技术全国重点实验室(北京邮电大学)开放课题(SKLNST-2023-1-12) （北京邮电大学）
北京市高等教育学会2023年立项面上课题(MS2023168) （MS2023168）
