基于LTE-A的大规模物流系统中射频识别标签处理算法的研究(英文).docx

基于LTE-A的大规模物流系统中射频识别标签处理算法的研究(英文)
Title:ResearchonRadioFrequencyIdentificationTagProcessingAlgorithminLTE-A-basedLarge-scaleLogisticsSystem
1.Introduction(approx.200words)
Therapidgrowthofthelogisticsindustryhasbroughtabouttheneedforefficientandaccuratetrackingofgoodsinlarge-scalewarehousesanddistributioncenters.RadioFrequencyIdentification(RFID)technologyhasemergedasapromisingsolutionforinventorymanagementinsuchcomplexlogisticssystems.ThispaperpresentsaresearchstudyontheprocessingalgorithmforRFIDtagsinalarge-scalelogisticssystembasedonLong-TermEvolution-Advanced(LTE-A)technology.
2.Background(approx.250words)
2.1LogisticsSystemChallenges
Large-scalelogisticssystemsfacechallengessuchasaccurateinventorytracking,real-timevisibilityofgoods,andautomateddatacollection.ThesechallengescanbeaddressedbyleveragingRFIDtechnology,enablingfastandautomatedidentificationofgoodsinvariousstagesofthesupplychain.
2.2RFIDTechnologyinLogistics
RFIDtechnologyutilizessmallelectronictagsattachedtogoods,whichcanbewirelesslydetectedandidentifiedbyRFIDreaders.Thisenablesautomatictrackingandmonitoringofitemsinalogisticssystem.However,inlarge-scalesystems,thehighvolumeofRFIDdatageneratedpresentsasignificantprocessingchallenge.
3.LTE-AandRFIDIntegration(approx.300words)
3.1AdvantagesofLTE-AinLogistics
LTE-Aoffershigh-speed,low-latencywirelesscommunication,makingitsuitableforreal-timetrackingandcommunicationbetweenRFIDreadersandbackendsystems.Itprovidesareliableandsecurecommunicationframeworkforlogisticssystems.
3.2IntegrationChallenges
IntegratingRFIDtechnologywithLTE-Apresentschallenges,includinghandlingamassiveamountofRFIDdata,ensuringefficientidentificationandtracking,andmaintainingseamlessconnectivitybetweenRFIDreadersandbackendsystems.
4.ProposedRFIDTagProcessingAlgorithm(approx.400words)
4.1DataFiltering
Toreducedataoverload,theproposedalgorithmappliesdatafilteringtechniquestoeliminateunnecessaryRFIDdata,suchasredundantorerroneousreadings.Thisstephelpsoptimizesystemperformanceandreduceproc