语义通信在边缘算力网络中的应用研究综述

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关键词：语义通信；算力网络；边缘计算

中图分类号：TP393 文献标志码：A 文章编号：1001-3695（2025）07-002-1930-09

doi：10. 19734/j.issn.1001-3695.2024.09.0477

Abstract：Semanticcommunication（SemCom）isanemerging technologythatintegrates inteligenceandcommunication.Itis expected to break throughthebandwidth botleneck of traditional communication and becomes anew communication paradigm forthe 6th generationmobilecommunicationsystem（6G）.Currently，theaplicationofsemanticcommunicationtechnologyin edge computing scenarios hasachieved somepreliminaryresearchresults，but there isstillalackof systematicanalysisand summary.Topromotethefurtherdevelopmentofthesemanticommunicationfield，thisarticleelaboratedindetailontherepresentativeresearchachievementsofsemanticcommunicationinspecificcomputing task scenarios inthepast fiveyears fromthe perspectivesof theIntemetofTings（IoT）taskscenariosandgeneralizededgescenarios.Moreover，thebotleneck inthedevelopmentof semanticcommunication technology lies inthe high demand forcomputing power.Thecomputing power network （CPN）-rivensemanticcommunication has becomeanidealsolution tothis botleneck.Thearticlefurther introducedtheresearch status of thecomputing power network，adeacomparativeanalysisofthecharacteristics of edgecomputing andcomputingpowernetwork，deeplyanalyzedthepotentialof thecomputing powernetwork inpromotingthedevelopmentofsemantic communication technology，ndfinallylooked forward tothefutureresearch prospectsof thecomputing power networkandsemantic communication.

Key words： semantic communication； computing power network； edge computing

0 引言

传统通信网络的发展基于香农提出的通信第一层级理论，主要关注数据的有效传输和正确接收1。（剩余30266字）