{"id":"https://openalex.org/W4412722235","doi":"https://doi.org/10.1109/mcom.001.2400474","title":"Revolutionizing Network Autonomy with Intent-Based Network Digital Twins: Architecture, Challenges, and Innovations","display_name":"Revolutionizing Network Autonomy with Intent-Based Network Digital Twins: Architecture, Challenges, and Innovations","publication_year":2025,"publication_date":"2025-07-29","ids":{"openalex":"https://openalex.org/W4412722235","doi":"https://doi.org/10.1109/mcom.001.2400474"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2400474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2400474","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100432460","display_name":"Jingyu Wang","orcid":"https://orcid.org/0000-0002-2182-2228"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyu Wang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091516829","display_name":"Lingqi Guo","orcid":"https://orcid.org/0000-0001-6999-6262"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingqi Guo","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439677","display_name":"Cheng Zhou","orcid":"https://orcid.org/0000-0002-9822-914X"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhou","raw_affiliation_strings":["China Mobile Research Institute,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111022834","display_name":"Zhixian Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixian Chu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103153179","display_name":"Jianyu Wu","orcid":"https://orcid.org/0009-0008-3997-7640"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyu Wu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406584","display_name":"Qi Qi","orcid":"https://orcid.org/0000-0003-0829-4624"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Qi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076969590","display_name":"Zirui Zhuang","orcid":"https://orcid.org/0000-0003-3345-1732"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zirui Zhuang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008194128","display_name":"Haifeng Sun","orcid":"https://orcid.org/0000-0003-3072-7422"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Sun","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055685073","display_name":"Jianxin Liao","orcid":"https://orcid.org/0000-0003-1486-0573"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Liao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18491565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":"8","first_page":"85","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8178473711013794},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5945080518722534},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5067065358161926},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4557977318763733},{"id":"https://openalex.org/keywords/open-network-architecture","display_name":"Open network architecture","score":0.41955482959747314},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.41646474599838257},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.40623176097869873},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4052094519138336},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32846444845199585},{"id":"https://openalex.org/keywords/network-management-station","display_name":"Network management station","score":0.16897878050804138},{"id":"https://openalex.org/keywords/element-management-system","display_name":"Element management system","score":0.13745024800300598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8178473711013794},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5945080518722534},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5067065358161926},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4557977318763733},{"id":"https://openalex.org/C142600807","wikidata":"https://www.wikidata.org/wiki/Q7096395","display_name":"Open network architecture","level":5,"score":0.41955482959747314},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.41646474599838257},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.40623176097869873},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4052094519138336},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32846444845199585},{"id":"https://openalex.org/C16986412","wikidata":"https://www.wikidata.org/wiki/Q918419","display_name":"Network management station","level":3,"score":0.16897878050804138},{"id":"https://openalex.org/C165537544","wikidata":"https://www.wikidata.org/wiki/Q1327726","display_name":"Element management system","level":4,"score":0.13745024800300598},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.001.2400474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2400474","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3210785666","display_name":null,"funder_award_id":"2024PTB-004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6083600675","display_name":null,"funder_award_id":"U23B2001,62471055,62321001,62101064,62171057,62201072,62071067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6984915249","display_name":null,"funder_award_id":"2024YFE0200800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2043255416","https://openalex.org/W2907215288","https://openalex.org/W2992748881","https://openalex.org/W3038272788","https://openalex.org/W3088400155","https://openalex.org/W3130503957","https://openalex.org/W3163246710","https://openalex.org/W4293731563","https://openalex.org/W4309158819","https://openalex.org/W4309729366","https://openalex.org/W4320015874","https://openalex.org/W4385730915","https://openalex.org/W6798005000"],"related_works":["https://openalex.org/W2038503502","https://openalex.org/W2370657473","https://openalex.org/W2121590938","https://openalex.org/W2358420701","https://openalex.org/W2352955085","https://openalex.org/W2526137087","https://openalex.org/W2384741774","https://openalex.org/W2349151770","https://openalex.org/W2386433731","https://openalex.org/W3107287125"],"abstract_inverted_index":{"As":[0],"sixth-generation":[1],"(6G)":[2],"wireless":[3],"networks":[4,26],"evolve,":[5],"it":[6],"is":[7,18,80],"clear":[8],"that":[9],"the":[10,70,92,118,136,154],"increasing":[11],"diversity":[12,67],"of":[13,57,94],"network":[14,20,78,105,132],"services":[15,41],"and":[16,39,52,61,65,120,143,162,167],"architectures":[17],"making":[19],"management":[21,79,87,109,149],"significantly":[22],"more":[23,50,82],"complex.":[24],"Autonomous":[25],"have":[27,48],"emerged":[28],"to":[29,34,111,159],"address":[30,112],"this":[31],"challenge,":[32],"aiming":[33],"deliver":[35],"intelligent,":[36,76],"large-scale":[37],"autonomy":[38,96],"on-demand":[40],"across":[42],"various":[43],"environments.":[44],"However,":[45],"new":[46],"applications":[47],"introduced":[49],"varied":[51],"stringent":[53],"requirements":[54],"in":[55,75,97,180],"terms":[56],"latency,":[58],"transmission":[59],"speed,":[60],"reliability.":[62],"User":[63],"preferences":[64],"device":[66],"further":[68],"complicate":[69],"situation.":[71],"Seamless":[72],"cross-service":[73],"compatibility":[74],"automated":[77],"now":[81],"challenging":[83],"than":[84],"ever.":[85],"Existing":[86],"methods":[88],"simply":[89],"cannot":[90],"meet":[91],"demands":[93],"intelligent":[95],"such":[98],"diverse":[99],"scenarios.":[100],"We":[101],"propose":[102],"an":[103],"intent-based":[104],"digital":[106,133],"twin":[107],"(IBN-DT)":[108],"framework":[110,137],"these":[113],"issues.":[114],"This":[115,151],"architecture":[116],"separates":[117],"knowledge":[119],"control":[121],"planes,":[122],"incorporating":[123],"a":[124,146,177],"multi-level,":[125],"knowledge-driven":[126],"intent":[127,158],"processing":[128],"system.":[129],"By":[130],"utilizing":[131],"twins":[134],"(NDT),":[135],"enables":[138],"efficient":[139],"simulation,":[140],"policy":[141,160],"deployment,":[142],"monitoring,":[144],"creating":[145],"fully":[147],"autonomous":[148],"loop.":[150],"article":[152],"outlines":[153],"complete":[155],"process":[156],"from":[157],"execution":[161],"provides":[163],"detailed":[164],"use":[165],"cases":[166],"experimental":[168],"results.":[169],"In":[170],"resource-constrained":[171],"scenarios,":[172],"our":[173],"algorithm":[174],"has":[175],"demonstrated":[176],"40%":[178],"improvement":[179],"revenue.":[181]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
