{"id":"https://openalex.org/W4386275787","doi":"https://doi.org/10.1109/jsac.2023.3310093","title":"A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems","display_name":"A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems","publication_year":2023,"publication_date":"2023-08-30","ids":{"openalex":"https://openalex.org/W4386275787","doi":"https://doi.org/10.1109/jsac.2023.3310093"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2023.3310093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2023.3310093","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kclpure.kcl.ac.uk/ws/files/228598050/2212.01351.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052256139","display_name":"Cl\u00e9ment Ruah","orcid":"https://orcid.org/0000-0001-8635-9943"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Clement Ruah","raw_affiliation_strings":["Department of Engineering and the King’s Communications, Learning and Information Processing (KCLIP) Laboratory, King’s College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and the King’s Communications, Learning and Information Processing (KCLIP) Laboratory, King’s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896","https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017736224","display_name":"Osvaldo Simeone","orcid":"https://orcid.org/0000-0001-9898-3209"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Osvaldo Simeone","raw_affiliation_strings":["Department of Engineering and the King’s Communications, Learning and Information Processing (KCLIP) Laboratory, King’s College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and the King’s Communications, Learning and Information Processing (KCLIP) Laboratory, King’s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896","https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012783672","display_name":"Bashir M. Al\u2010Hashimi","orcid":"https://orcid.org/0000-0002-3591-1328"},"institutions":[{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bashir M. Al-Hashimi","raw_affiliation_strings":["Department of Engineering, King’s College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, King’s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052256139"],"corresponding_institution_ids":["https://openalex.org/I183935753","https://openalex.org/I4210119896"],"apc_list":null,"apc_paid":null,"fwci":7.4587,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.9745748,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"41","issue":"10","first_page":"3146","last_page":"3160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8660508990287781},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5391175746917725},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5150346755981445},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.494973361492157},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39826542139053345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37168121337890625},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29906243085861206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21094387769699097},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09691223502159119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8660508990287781},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5391175746917725},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5150346755981445},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.494973361492157},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39826542139053345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37168121337890625},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29906243085861206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21094387769699097},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09691223502159119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2023.3310093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2023.3310093","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/8ed304ca-eec7-4cc4-a4fd-731a72d439fa","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/8ed304ca-eec7-4cc4-a4fd-731a72d439fa","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/228598050/2212.01351.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ruah, C, Simeone, O & Al-Hashimi, B 2023, 'A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems', IEEE Journal on Selected Areas in Communications, vol. 41, no. 10, pp. 3146-3160. https://doi.org/10.1109/JSAC.2023.3310093","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/8ed304ca-eec7-4cc4-a4fd-731a72d439fa","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/8ed304ca-eec7-4cc4-a4fd-731a72d439fa","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/228598050/2212.01351.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ruah, C, Simeone, O & Al-Hashimi, B 2023, 'A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems', IEEE Journal on Selected Areas in Communications, vol. 41, no. 10, pp. 3146-3160. https://doi.org/10.1109/JSAC.2023.3310093","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5419401992","display_name":"FreeML: Engineering Networked Machine Learning via Meta-Free Energy Minimisation","funder_award_id":"EP/W024101/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5847841741","display_name":null,"funder_award_id":"725732","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G6922287014","display_name":null,"funder_award_id":"EP/W024101/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386275787.pdf","grobid_xml":"https://content.openalex.org/works/W4386275787.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1497039698","https://openalex.org/W1579184372","https://openalex.org/W1590183771","https://openalex.org/W1607198972","https://openalex.org/W1702462424","https://openalex.org/W1872312298","https://openalex.org/W1959608418","https://openalex.org/W1997834106","https://openalex.org/W2046074714","https://openalex.org/W2111764152","https://openalex.org/W2116459397","https://openalex.org/W2140593610","https://openalex.org/W2145339207","https://openalex.org/W2292533394","https://openalex.org/W2404510896","https://openalex.org/W2518003110","https://openalex.org/W2579850834","https://openalex.org/W2607713949","https://openalex.org/W2617547828","https://openalex.org/W2626637010","https://openalex.org/W2626967530","https://openalex.org/W2747213132","https://openalex.org/W2781726626","https://openalex.org/W2890904471","https://openalex.org/W2898585858","https://openalex.org/W2949670636","https://openalex.org/W2962737505","https://openalex.org/W2963204549","https://openalex.org/W2973496471","https://openalex.org/W3044976552","https://openalex.org/W3049282540","https://openalex.org/W3075134243","https://openalex.org/W3081847297","https://openalex.org/W3091816945","https://openalex.org/W3127332340","https://openalex.org/W3130503957","https://openalex.org/W3145603238","https://openalex.org/W3162551691","https://openalex.org/W3163014450","https://openalex.org/W3163246710","https://openalex.org/W3177652717","https://openalex.org/W3188569078","https://openalex.org/W4221165882","https://openalex.org/W4226484362","https://openalex.org/W4229366694","https://openalex.org/W4249875616","https://openalex.org/W4281491921","https://openalex.org/W4285112846","https://openalex.org/W4285413652","https://openalex.org/W4287887880","https://openalex.org/W4287995766","https://openalex.org/W4288388750","https://openalex.org/W4293057488","https://openalex.org/W4295677899","https://openalex.org/W4297524060","https://openalex.org/W4298127584","https://openalex.org/W4299802797","https://openalex.org/W4310155374","https://openalex.org/W4315629860","https://openalex.org/W4317538611","https://openalex.org/W4317927903","https://openalex.org/W4365790147","https://openalex.org/W4387717669","https://openalex.org/W4387870504","https://openalex.org/W4387872565","https://openalex.org/W6637255130","https://openalex.org/W6639393196","https://openalex.org/W6640963894","https://openalex.org/W6662058050","https://openalex.org/W6676833704","https://openalex.org/W6713723272","https://openalex.org/W6737069938","https://openalex.org/W6738796088","https://openalex.org/W6739516088","https://openalex.org/W6739651123","https://openalex.org/W6747473740","https://openalex.org/W6756192075","https://openalex.org/W6771822268","https://openalex.org/W6780768476","https://openalex.org/W6782584892","https://openalex.org/W6787161265","https://openalex.org/W6795665335","https://openalex.org/W6798523015","https://openalex.org/W6810272099","https://openalex.org/W6838706463","https://openalex.org/W6840820315","https://openalex.org/W6843051831","https://openalex.org/W6846327877","https://openalex.org/W6846497132","https://openalex.org/W6846741810","https://openalex.org/W6849855361"],"related_works":["https://openalex.org/W2186048469","https://openalex.org/W3029267192","https://openalex.org/W1967509846","https://openalex.org/W4308662946","https://openalex.org/W2941073738","https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W1991205173","https://openalex.org/W2480059162","https://openalex.org/W2109048960"],"abstract_inverted_index":{"Commonly":[0],"adopted":[1],"in":[2,41,62,74,133],"the":[3,54,63,67,75,91,116,126,134,142,145,148,151,158,179,192,195,217,220],"manufacturing":[4],"and":[5,22,59,88,95,120,136,187],"aerospace":[6],"sectors,":[7],"digital":[8],"twin":[9,69],"(DT)":[10],"platforms":[11,37],"are":[12,29,93],"increasingly":[13],"seen":[14],"as":[15,170,224],"a":[16,39,111,154,201,211],"promising":[17],"paradigm":[18],"to":[19,31,43,56,81,164,210,226],"control,":[20],"monitor,":[21],"analyze":[23],"software-based,":[24],"\u201copen\u201d,":[25],"communication":[26,50,159],"systems":[27,79],"that":[28,83,128,208],"expected":[30],"dominate":[32],"6G":[33],"deployments.":[34],"Notably,":[35],"DT":[36,78,92,127,143,152,167],"provide":[38],"sandbox":[40],"which":[42,161],"test":[44,60],"artificial":[45],"intelligence":[46],"(AI)":[47],"solutions":[48],"for":[49,122,181],"systems,":[51],"potentially":[52],"reducing":[53],"need":[55],"collect":[57],"data":[58,139],"algorithms":[61],"field,":[64],"i.e.,":[65],"on":[66],"physical":[68],"(PT).":[70],"A":[71],"key":[72],"challenge":[73],"deployment":[76],"of":[77,118,138,157,178,194,219],"is":[80,129,162],"ensure":[82],"virtual":[84],"control":[85,171],"optimization,":[86,186],"monitoring,":[87],"analysis":[89],"at":[90,125,141],"safe":[94],"reliable,":[96],"avoiding":[97],"incorrect":[98],"decisions":[99],"caused":[100,130],"by":[101,131],"\u201cmodel":[102],"exploitation\u201d.":[103],"To":[104,190],"address":[105],"this":[106,108],"challenge,":[107],"paper":[109],"presents":[110],"general":[112],"Bayesian":[113,155,222],"framework":[114,223],"with":[115],"aim":[117],"quantifying":[119],"accounting":[121],"model":[123,156],"uncertainty":[124],"limitations":[132],"amount":[135],"quality":[137],"available":[140],"from":[144],"PT.":[146],"In":[147],"proposed":[149,196,221],"framework,":[150,197],"builds":[153],"system,":[160],"leveraged":[163],"enable":[165],"core":[166],"functionalities":[168],"such":[169],"via":[172],"multi-agent":[173],"reinforcement":[174],"learning":[175],"(MARL),":[176],"monitoring":[177],"PT":[180],"anomaly":[182],"detection,":[183],"prediction,":[184],"data-collection":[185],"counterfactual":[188],"analysis.":[189],"exemplify":[191],"application":[193],"we":[198],"specifically":[199],"investigate":[200],"case-study":[202],"system":[203],"encompassing":[204],"multiple":[205],"sensing":[206],"devices":[207],"report":[209],"common":[212],"receiver.":[213],"Experimental":[214],"results":[215],"validate":[216],"effectiveness":[218],"compared":[225],"standard":[227],"frequentist":[228],"model-based":[229],"solutions.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}