基于一致性协议的多智能体系统编队控制分析

基于一致性协议的多智能体系统编队控制分析

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时间:2019-11-17

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1、AbstractInrecentyears,thecoordinationcontrolofmulti-agentsystemshasreceivedextensiveattentionofthescientificcommunityandisusedinsatelliteflyingformation,unmannedaerialvehiclestracking.Thekeyproblemofthemulti-agentsystemsishowtoputforwardakindofdistributedcontro1strategybasedonloca

2、linformation,inordertomakealltheagenfsstateinformationachieveconsistent,namelyconsensusproblemInthispaper,thesecond・orderconsensusproblemsforsystemsmodeledbysecond・orderdynamicsaremainlydiscussed.Tomakethestateinformationofmulti-agentsystemsconvergetoacommonvalue,thesuitableconsen

3、susalgorithmisproposed.Besides,theconsensusalgorithmisvariedandappliedtotheformationcontrolofmulti-agentsystems-Themainresearchworkandachievementareasfollows:First,forsecond・orderdynamicmodelofmulti-vehiclesystem,weinvestigateasecond-orderconsensusprotocolforthesysteminthecaseofco

4、llectinginformationwithouttime-delay.Byintroducingpositiontrackingvalue,weproposeasimplesecond-orderconsensusprotocol,makingthestateofeachvehicleconvergetothegiventrackingvalues.Thenecessaryandsufficientconditionunderwhichsecond-orderconsensuscanbereachedisderivedbyusingthesystems

5、tabilitytheory.Thesecondconsensusisthenappliedtothemultiplevehiclesystemswithfourvehiclesasanillustrativeexample・Second,weproposeasimpleconsensusalgorithmforsystemsmodeledbysecond-orderdynamics,andderivenecessaryandsufficientconditionsunderwhichconsensuscanbereachedbasedonalgebrai

6、cgraphtheoryandmatrixanalysis.Weapplythesimplesecond-orderconsensusalgorithmtotackleformationcontrolproblems.Thesecond-orderconsensusprotocolandtwomulti-vehiclesystemsformationcontrolexairpleareshowninsimulationtoillustrateourstrategies.Third,boththestandardpositiondeviationandthe

7、relativepositiondeviationareconsidered,thesecond-orderconsensusprotocolbasedonthepositiondifferenceisproposed.Still,usingmatrixanalysisandtheknowledgeofgraphtheorythestabilityoftheproposedconsensusprotocolisproved・Itisworthnotingthatcomparingwiththesecondresearchpoint,theconvergen

8、cespeedofthisalgorithmisfeste匚The

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