一种目标监测的移动传感器网络覆盖分布式优化算法-豆柴文库

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一种目标监测的移动传感器网络覆盖分布式优化算法
Title:ADistributedOptimizationAlgorithmforCoverageofMobileSensorNetworksinTargetMonitoring
Abstract:
Mobilesensornetworkshavegainedsignificantattentioninrecentyearsduetotheircapabilitytomonitortargetsindynamicenvironments.Toensureeffectivemonitoring,itiscrucialtooptimizethecoverageofthenetworkbystrategicallypositioningthesensors.Thispaperpresentsadistributedoptimizationalgorithmforthecoverageofmobilesensornetworksintargetmonitoring.Thealgorithmaimstomaximizethecoveragebydistributingthesensorsinanoptimalmanner,takingintoaccountthemobilityofthesensorsandthedynamicnatureofthetargets.Experimentalresultsdemonstratetheeffectivenessandefficiencyoftheproposedalgorithminachievinghighcoverageratesinvariousscenarios.
1.Introduction:
1.1Background:
Mobilesensornetworkshaveemergedasapromisingtechnologyfortargetmonitoringapplications.Withtheabilitytomovetheirsensingnodes,thesenetworkscanadapttochangesintheenvironmentandeffectivelytracktargets.Optimalcoverageofthesensornetworkisessentialtoensureaccuratemonitoringandtimelyresponsetotargetevents.
1.2ProblemStatement:
Thechallengeinmobilesensornetworksliesindetermininganoptimaldeploymentstrategyforthesensorstomaximizecoverage.Thedeploymentstrategymustconsiderthemobilityofthesensors,thedynamicnatureofthetargets,andthelimitedresourcesofthenetwork.Thispaperaddressesthischallengebyproposingadistributedoptimizationalgorithmforcoverageintargetmonitoring.
2.RelatedWork:
Thissectiondiscussestheexistingresearchinthefieldofmobilesensornetworksandcoverageoptimization.Variousapproachessuchascentralized,decentralized,anddistributedalgorithmshavebeenproposed.However,mostofthemdonotconsiderthemobilityofthesensorsandthedynamicnatureofthetargets,limitingtheireffectivenessinreal-worldscenarios.
3.ProposedAlgorithm:
Theproposedalgorithmisadistributedoptimizationapproachthattakesintoaccountthemobilityofthesensorsandthedynamicnatureofthetargetstoachievemaximumcoverage.Thealgorithmconsistsofthefollowingsteps:
3.1Initialization:Thes