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基于EMDCLEAN的圖像去噪方法

來源:用戶上傳      作者:曾展挺

  
  摘要:魍車鬧斬松璞附詰閌侗鴟椒ㄎ醇撲憬詰悴舛戎副輳導致其節點識別效率和識別率低、識別速度慢。為此,基于邊緣計算技術設計了新的終端設備遠程部署節點智能識別方法。首先采用希爾伯特變換技術,將處于時域的終端設備信號分解為復頻域信號的頻率和相位,并確定節點關聯程度,建立終端設備網絡空間模型;然后利用邊緣計算技術設計節點參考框架,計算節點子圖和最大鄰居連通密度測度,從而實現對終端設備遠程部署節點的有效識別。實驗結果表明:本方法識別終端設備遠程部署節點所需的時間更短,且對節點的變化更為敏感,具有較高的識別效率和節點識別率。
  關鍵詞:邊緣計算技術;終端設備;遠程部署節點;節點識別;節點關聯程度;連通密度
  中圖分類號:TP399文獻標識碼:A
  
  ResearchonIntelligentIdentificationofRemote
  DeploymentNodeofYerminalEquipmentBased
  onEdgeComputingTechnology
  
  LUYuhua,GAOWenjun,ZHANGWei
 ?。˙eijingZhixinSemiconductorTechnologyCo.,Ltd.,Beijing102200,China)
  Abstract:Thetraditionalnoderecognitionmethodofterminalequipmentdoesnotcalculatethenodemeasureindex,whichleadstothelownoderecognitionefficiencyandrecognitionrateandslowrecognitionspeed.Forthisreason,anewintelligentidentificationmethodforremotedeploymentnodesofterminalequipmentisdesignedbasedonedgecomputingtechnology.Firstly,thesignalinthetimedomainisdecomposedintothefrequencyandphaseofthesignalinthecomplexfrequencydomainbyusingtheHilberttransformtechnology,andthenodecorrelationdegreeisdeterminedtoestablishthenetworkspacemodeloftheterminalequipment.Then,thenodereferenceframeisdesignedbyusingedgecomputingtechnology,andthenodesubplotandthemaximumneighborconnectivitydensitymeasurearecalculated,soastorealizetheeffectiveidentificationoftheterminalequipmentremotedeploymentnode.Theexperimentalresultsshowthattheproposedmethodtakeslesstimetoidentifytheremotedeploymentnodesofterminalequipment,andismoresensitivetothechangesofnodes,andhashigherrecognitionefficiencyandnoderecognitionrate.

nlc202204191400



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