Complex networks and social network analysis in information fusion.pdf

Complex networks and social network analysis in information fusion.pdf

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時(shí)間:2019-03-13

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1、ComplexnetworksandsocialnetworkanalysisininformationfusionPontusSvensonDataandInformationFusionSwedishDefenceResearchAgencySE16490StockholmSwedenponsve@foi.seAbstract-Complexnetworkshasrecentlyemergedofplatforms.Thismeansthatinadditiontothero-asanindependentareaofstudy.Ithasconnec-bustnessandcommu

2、nicationrequirementsmentionedtionstorandomgraphtheoryfrommathematicsasabove,thespeci?cfusionalgorithmschosenmightalsowellastosocialnetworkanalysisandrecentworkbyimposeconstraintsonthenetworkused.physicistsinterestedinunderstandingthebehaviourItisimportanttodistinguishbetweenthephysicaloflarge,inte

3、ractingnetworks.Networkmodelsareandthelogicalcommunicationnetworks.Thephysicalimportantforinformationfusionintwomanners.networkconsistsoftheactualhardwarethattransmitsFirst,thecommandandcontrolnetworksofdis-informationandwillnotbediscussedhere.Thelogicaltributedinformationfusionsystemsmustbede-com

4、municationnetworkusesthephysicaltotransmitsignedinsuchawaythattheyarebothrobustagainstinformationbetweensenderandrecipient.failuresandattacksandsothatinformationspreadsKnowledgeofnetworkmodelsandmethodsforana-quicklyinthem.Second,networkmodelsandsociallyzingthemisalsoneededinordertobeabletomodelne

5、tworkanalysisisanimportanttooltousewhentheenemiesthatwearefacing.Intheinternationalop-analyzingtheopponentsfacingusininternationalerationsthattheSwedishdefenceforcesareperformingoperations.Inthispaper,wedescribethebasicsoftodayandinthefutureNordicBattleGroup,wefacecomplexnetworkmodelsandpointoutho

6、wtheycannewkindsofenemiesandperformdi?erentkindsofbeusedforboththesepurposes.Bysimulatingsev-tasks.Insteadofatechnicallyadvanced,hierarchicallyeraldi?erentnetworkarchitectures,itwillbepossibleorganizedenemy,ouropponentswillbegangs,clans,tochoosethebest.guerillas,andotherkindsoflooselyorganizedgrou

7、ps.Inordertoanalyzethebehaviourofsuchgroups,itKeywords:complexnetworks,socialnetworkanalysis,isnecessarytousemethodsfromsocialnetworkanal-distributedfusion,informationfusion,complexadaptiveysis[2,3].Bymodellingth

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