{"id":"https://openalex.org/W4287889135","doi":"https://doi.org/10.1109/mnet.105.2100450","title":"Artificial Intelligence Meets Autonomy in Wireless Networks: A Distributed Learning Approach","display_name":"Artificial Intelligence Meets Autonomy in Wireless Networks: A Distributed Learning Approach","publication_year":2022,"publication_date":"2022-07-25","ids":{"openalex":"https://openalex.org/W4287889135","doi":"https://doi.org/10.1109/mnet.105.2100450"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.105.2100450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.105.2100450","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5100667504","display_name":"Hoon Lee","orcid":"https://orcid.org/0000-0003-0753-8324"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoon Lee","raw_affiliation_strings":["Pukyong National University,Korea","Pukyong National University, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pukyong National University,Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Pukyong National University, Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460354","display_name":"Sang Hyun Lee","orcid":"https://orcid.org/0000-0001-5385-2061"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang Hyun Lee","raw_affiliation_strings":["Korea University,Korea","Korea University, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea University,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Korea University, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030858163","display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q. S. Quek","raw_affiliation_strings":["Singapore University of Technology and Design,Singapore","Singapore University of Technology and Design, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design,Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0228,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75849716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"36","issue":"6","first_page":"100","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9994999766349792,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9994999766349792,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.8068715333938599},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7321179509162903},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6223586797714233},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5387836694717407},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.47858119010925293},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4775084853172302},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4768577516078949},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.4627404808998108},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4422944188117981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27876710891723633},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11620178818702698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8068715333938599},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7321179509162903},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6223586797714233},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5387836694717407},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.47858119010925293},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4775084853172302},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4768577516078949},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.4627404808998108},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4422944188117981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27876710891723633},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11620178818702698}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mnet.105.2100450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.105.2100450","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/65440","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9839632","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ARTICLE"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G1032838911","display_name":null,"funder_award_id":"2021-0-00467","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320309788","display_name":"Neurosciences Research Foundation","ror":"https://ror.org/05exfab56"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2137813581","https://openalex.org/W2616867685","https://openalex.org/W2797462110","https://openalex.org/W2907492528","https://openalex.org/W2966968590","https://openalex.org/W2969195240","https://openalex.org/W2983434399","https://openalex.org/W3000584865","https://openalex.org/W3008924632","https://openalex.org/W3091934141","https://openalex.org/W3097994999","https://openalex.org/W3138925698","https://openalex.org/W4250530426","https://openalex.org/W4288612157","https://openalex.org/W4292363360","https://openalex.org/W6758557334","https://openalex.org/W6761574513"],"related_works":["https://openalex.org/W1584888409","https://openalex.org/W2914383144","https://openalex.org/W3100451096","https://openalex.org/W2366251550","https://openalex.org/W2779515473","https://openalex.org/W2183862607","https://openalex.org/W2140682030","https://openalex.org/W2768955085","https://openalex.org/W2138917150","https://openalex.org/W2037910509"],"abstract_inverted_index":{"Future":[0],"wireless":[1,27,62,107,210],"networks":[2,28,115],"entail":[3],"autonomous":[4,123,138],"controls":[5],"of":[6,12,17,26,36,48,102,112,143,183,192,199,209],"mobile":[7,20],"devices":[8,44,108,186],"in":[9,33,95],"a":[10,30,56,86,110,144,180,189],"variety":[11],"applications,":[13],"such":[14,125],"as":[15,55,126],"internet":[16],"things":[18],"and":[19,51,80,129,197],"edge":[21],"computing.":[22],"A":[23],"distributed":[24,120],"nature":[25],"poses":[29],"fundamental":[31],"challenge":[32,65],"decentralized":[34,127,206],"management":[35,191,208],"separate":[37],"devices.":[38],"In":[39],"particular,":[40],"the":[41,141,193],"coordination":[42,182],"among":[43,106,122],"possessing":[45],"heterogeneous":[46,175],"levels":[47],"cooperation":[49,139,151,176],"policy":[50],"computation":[52],"power":[53,207],"emerges":[54],"critical":[57],"implementation":[58],"issue":[59],"for":[60,92,205],"practical":[61],"networks.":[63,212],"This":[64,83,117],"turns":[66],"out":[67],"to":[68,77,132,162,173],"handle":[69,133],"dynamic":[70,104],"link":[71],"topologies":[72],"with":[73,99],"node":[74],"interconnections":[75],"prone":[76],"arbitrary":[78,134],"configurations":[79],"random":[81],"changes.":[82],"article":[84],"presents":[85],"structural":[87],"learning":[88],"solution":[89],"called":[90,168],"Platform":[91],"Learning":[93],"Autonomy":[94],"Distributed":[96],"Optimization":[97],"(PLAyDO),":[98],"an":[100],"objective":[101],"modeling":[103],"interactions":[105],"through":[109],"mesh":[111],"deep":[113],"neural":[114],"(NNs).":[116],"framework":[118],"identifies":[119],"mechanisms":[121,158],"devices,":[124],"computations":[128],"communication":[130],"protocols,":[131],"interaction":[135,157,163,169],"topologies.":[136],"The":[137,195],"involves":[140],"design":[142],"novel":[145],"NN":[146,165],"architecture":[147],"that":[148,179],"learns":[149],"network-wide":[150],"policies.":[152],"To":[153],"this":[154,200],"end,":[155],"device":[156],"are":[159,171,203],"classified":[160],"according":[161],"levels.":[164],"unit":[166],"groups":[167],"slices":[170],"dedicated":[172],"configure":[174],"abilities":[177],"so":[178],"multi-hop":[181],"individual":[184],"NN-empowered":[185],"collectively":[187],"characterizes":[188],"self-organizing":[190],"network.":[194],"feasibility":[196],"effectiveness":[198],"NN-oriented":[201],"formalism":[202],"investigated":[204],"ad-hoc":[211]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
