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1、外文翻譯(外文文獻(xiàn))AnintegratederrdetectingmethodbasedonexpertknowledgefGPSdatapointsmeasuredinQinghai–TibetRailwayDewangChenTaoTangFangCaoBaigenCaiAbstractAstherearehugeamountsofGlobalPositioningSystem(GPS)datapointsmeasuredinth
2、eQinghai–TibetRailway(QTR)withalengthof1142kmitwasinevitablethatsomemeasuringerrsexistedduetovarioussituationsinmeasurement.Itisveryimptanttodevelopamethodtoautomaticallydetectthepossibleerrsinalldatapointssoastomodifyth
3、emmeasurethemagaintoimprovethereliabilityofGPSdata.Fourerrpatternsincludingredundantmeasurementsparsemeasurementbackfthmeasurementbiganglechangewereobtainedbasedonexpertknowledge.Basedonthefourerrpatternsfouralgithmswere
4、developedtodetectthecrespondingpossibleerrsindatapoints.Totherepetitiveerrsbydifferentalgithmseffectivelydisplaythepossibleerrsanintegratederrdetectingmethodwasdevelopedbyreasonablyassemblingthefouralgithms.Afterfourperf
5、manceindicesweregiventoevaluatetheperfmanceoftheerrdetectingmethodsixGPStrackdatasetsbetweensevenrailwaystationsintheQTRwereusedtovalidatethemethod.Thirtyeightsegmentsofsomesequentialpointsthatarepossiblywrongwerefoundby
6、themethodfourteenofthemwereconfirmedbymeasurementexperts.Thedetectingrateofthemethodwas100%thedurationtimeofthedetectingprocesswaslessthanhalfanhourcomparedwiththe94hmanualwkload.Thevalidationresultsshowthatthegeneratedf
7、romGPStrackdatapointscanbeeasilyusedintrainpositioning.TogeneratetheDTMwithhighreliabilityGPStrackdatapointswithhighaccuracytheintegritystrictnessinrecdingarerequiredasprerequisite.ThehighaccuracyofGPStrackdatapointswasa
8、chievedbythedifferentialGPS(DGPS)technology(Lee&Rizos2008)intheQTR.Howevertheintegritystrictnessinrecdingmainlydependedonthepatienceearnestofthemeasuringwkers.AstherearehugeamountsofsatellitelocationGPSdatapointsinQTRwit
9、halengthof1142kmitisinevitablethatsomemeasuringerrsmayexistduetovariousreasonsinmeasurement.Thebasicmethodtofindmeasuringerrsfengineersistoobservedatapointssegmentbysegmentwhichisobviouslytimeconsumingeasytomisssomeerrs.
10、Aneffectiveerrdetectingmethodshouldbedevelopedtofindthepossibleerrsautomaticallyquicklytoincreasethereliabilityofthedata.Expertknowledgeplayakeyroleindealingwithspecificproblemsindifferentdomainssuchasinanalyzingdegraded
11、terrain(Genske&Heinrich2009)inearthquakeresistantdesignofreinfcedconcretebuildings(Berrais2005)infrauddetectionincommunicationwks(Hilas2009)etc.Therefeitisreasonabletothinkthatsomerulescanbeconcludedbymeasuringexpertsfro
12、mwhichsomeerrdetectingalgithmscanbedesigned.Aftertheseerrdetectingalgithmsfindthepossibleerrsdisplaythemoperatswillmakeafinaldecisionfromtheirexperienceonwhatarerealerrstoincreasethewkefficiencyensurethecrectnessofthejud
13、gment.Therefeexpertknowledgeisveryimptantfthisissuenotonlyinincreasingefficiencybuyalsoinensuringcrectness.Inthispapersomeerrdetectingalgithmsbasedonexpertknowledgewillbedevelopedintegratedintoanerrdetectingmethodtofindt
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