語義通信在邊緣算力網(wǎng)絡(luò)中的應(yīng)用研究綜述

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關(guān)鍵詞：語義通信；算力網(wǎng)絡(luò)；邊緣計(jì)算

中圖分類號：TP393 文獻(xiàn)標(biāo)志碼：A 文章編號：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

傳統(tǒng)通信網(wǎng)絡(luò)的發(fā)展基于香農(nóng)提出的通信第一層級理論，主要關(guān)注數(shù)據(jù)的有效傳輸和正確接收1。（剩余30266字）