{"id":"https://openalex.org/W2895464453","doi":"https://doi.org/10.1177/0037549718798466","title":"A particle filter-based data assimilation framework for discrete event simulations","display_name":"A particle filter-based data assimilation framework for discrete event simulations","publication_year":2018,"publication_date":"2018-10-03","ids":{"openalex":"https://openalex.org/W2895464453","doi":"https://doi.org/10.1177/0037549718798466","mag":"2895464453"},"language":"en","primary_location":{"id":"doi:10.1177/0037549718798466","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0037549718798466","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718798466","source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718798466","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100857890","display_name":"Xu Xie","orcid":"https://orcid.org/0009-0008-6828-3170"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["CN","NL"],"is_corresponding":true,"raw_author_name":"Xu Xie","raw_affiliation_strings":["Department of Modeling and Simulation, College of System Engineering, National University of Defense Technology, China","Department of Multi Actor Systems, Faculty of Technology, Policy, and Management, Delft University of Technology, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Modeling and Simulation, College of System Engineering, National University of Defense Technology, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Department of Multi Actor Systems, Faculty of Technology, Policy, and Management, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075602267","display_name":"Alexander Verbraeck","orcid":"https://orcid.org/0000-0002-1572-0997"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexander Verbraeck","raw_affiliation_strings":["Department of Multi Actor Systems, Faculty of Technology, Policy, and Management, Delft University of Technology, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Multi Actor Systems, Faculty of Technology, Policy, and Management, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100857890"],"corresponding_institution_ids":["https://openalex.org/I170215575","https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.322,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.62783713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"95","issue":"11","first_page":"1027","last_page":"1053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.7882809638977051},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.6492171287536621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6038895845413208},{"id":"https://openalex.org/keywords/discrete-time-and-continuous-time","display_name":"Discrete time and continuous time","score":0.5771777033805847},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.513232946395874},{"id":"https://openalex.org/keywords/discrete-event-dynamic-system","display_name":"Discrete event dynamic system","score":0.4687374234199524},{"id":"https://openalex.org/keywords/state-variable","display_name":"State variable","score":0.4679476320743561},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.46460622549057007},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.4123910367488861},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37682825326919556},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.3165619671344757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26466652750968933},{"id":"https://openalex.org/keywords/discrete-system","display_name":"Discrete system","score":0.23647749423980713},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.17341279983520508},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1120026707649231},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08076992630958557}],"concepts":[{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.7882809638977051},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.6492171287536621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6038895845413208},{"id":"https://openalex.org/C55689738","wikidata":"https://www.wikidata.org/wiki/Q15963867","display_name":"Discrete time and continuous time","level":2,"score":0.5771777033805847},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.513232946395874},{"id":"https://openalex.org/C32866371","wikidata":"https://www.wikidata.org/wiki/Q5282046","display_name":"Discrete event dynamic system","level":3,"score":0.4687374234199524},{"id":"https://openalex.org/C129537906","wikidata":"https://www.wikidata.org/wiki/Q7603913","display_name":"State variable","level":2,"score":0.4679476320743561},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.46460622549057007},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.4123910367488861},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37682825326919556},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3165619671344757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26466652750968933},{"id":"https://openalex.org/C96314035","wikidata":"https://www.wikidata.org/wiki/Q5282062","display_name":"Discrete system","level":2,"score":0.23647749423980713},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.17341279983520508},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1120026707649231},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08076992630958557},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/0037549718798466","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0037549718798466","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718798466","source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmh:oai:tudelft.nl:uuid:05e8da56-cbf3-4e56-b1fc-8e51e5be5f7c","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:05e8da56-cbf3-4e56-b1fc-8e51e5be5f7c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1177/0037549718798466","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0037549718798466","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718798466","source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1268738574","display_name":null,"funder_award_id":"61403402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2651376026","display_name":"\u9762\u5411\u590d\u6742\u7cfb\u7edf\u51b3\u7b56\u652f\u6301\u7684\u654f\u6377\u4eff\u771f\u7406\u8bba\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61374185","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3787088770","display_name":null,"funder_award_id":"201306110027","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2895464453.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W13042550","https://openalex.org/W1997101486","https://openalex.org/W2009104157","https://openalex.org/W2025011301","https://openalex.org/W2045912367","https://openalex.org/W2049757356","https://openalex.org/W2073559935","https://openalex.org/W2091709668","https://openalex.org/W2093805255","https://openalex.org/W2095134486","https://openalex.org/W2105103777","https://openalex.org/W2156870049","https://openalex.org/W2157199361","https://openalex.org/W2160337655","https://openalex.org/W2161160262","https://openalex.org/W2161522742","https://openalex.org/W2218100818","https://openalex.org/W2267176325","https://openalex.org/W2540877599","https://openalex.org/W2574683324","https://openalex.org/W2773030416","https://openalex.org/W4210492122","https://openalex.org/W4214742322","https://openalex.org/W4241577140","https://openalex.org/W4242177890","https://openalex.org/W4255133955"],"related_works":["https://openalex.org/W2164503855","https://openalex.org/W1981174361","https://openalex.org/W2373704345","https://openalex.org/W2343737519","https://openalex.org/W2150955612","https://openalex.org/W4242840380","https://openalex.org/W2118007538","https://openalex.org/W3147729025","https://openalex.org/W2111968378","https://openalex.org/W2157204976"],"abstract_inverted_index":{"With":[0],"the":[1,10,57,79,83,87,93,118,144,151,169,177,180,200,203,210,228,236,241],"advent":[2],"of":[3,12,121,157,168,179,202],"new":[4],"sensor":[5],"technologies":[6],"and":[7,159,239],"communication":[8],"solutions,":[9],"availability":[11],"data":[13,25,43,110,182],"for":[14,27,46],"discrete":[15,28,47,69,220],"event":[16,29,48,70,221],"systems":[17],"has":[18,32],"greatly":[19],"increased.":[20],"This":[21,37,128],"motivates":[22],"research":[23],"on":[24,56],"assimilation":[26,44,111,183],"simulations":[30],"that":[31,77,137,163,209,227],"not":[33],"yet":[34],"fully":[35],"matured.":[36],"paper":[38],"presents":[39],"a":[40,122,155,185,190],"particle":[41,66],"filter-based":[42],"framework":[45,51,211,229],"simulations.":[49],"The":[50,109,206],"is":[52,135,187,212,224,230],"formally":[53],"defined":[54],"based":[55],"Discrete":[58],"Event":[59],"System":[60],"Specification":[61],"formalism.":[62],"To":[63,175],"effectively":[64],"apply":[65,143],"filtering":[67],"in":[68,99,102,138,189,219,235,240],"simulations,":[71],"we":[72,140],"introduce":[73],"an":[74],"interpolation":[75],"operation":[76],"considers":[78],"elapsed":[80,85],"time":[81,84],"(i.e.,":[82,154],"since":[86],"last":[88],"state":[89,95,107,123,170],"transition)":[90],"when":[91],"retrieving":[92],"model":[94,238],"(which":[96],"was":[97],"ignored":[98],"related":[100],"work)":[101],"order":[103],"to":[104,116,130,149,194,214,232],"obtain":[105],"updated":[106],"values.":[108],"problem":[112],"finally":[113],"boils":[114],"down":[115],"estimating":[117],"posterior":[119,166],"distribution":[120,167],"trajectory":[124,171],"with":[125,172],"variable":[126,173],"dimension.":[127,174],"seems":[129],"be":[131],"problematic;":[132],"however,":[133],"it":[134,223],"proven":[136],"practice":[139],"can":[141],"safely":[142],"sequential":[145],"importance":[146,161],"sampling":[147],"algorithm":[148],"update":[150],"random":[152],"measure":[153],"set":[156],"particles":[158],"their":[160],"weights)":[162],"approximates":[164],"this":[165],"illustrate":[176],"working":[178],"proposed":[181],"framework,":[184],"case":[186],"studied":[188],"gold":[191],"mine":[192],"system":[193],"estimate":[195],"truck":[196],"arrival":[197],"times":[198],"at":[199],"bottom":[201],"vertical":[204],"shaft.":[205],"results":[207,218],"show":[208],"able":[213],"provide":[215],"accurate":[216],"estimation":[217],"simulations;":[222],"also":[225],"shown":[226],"robust":[231],"errors":[233],"both":[234],"simulation":[237],"data.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}