{"id":"https://openalex.org/W3170460721","doi":"https://doi.org/10.1109/twc.2021.3089701","title":"Learning Autonomy in Management of Wireless Random Networks","display_name":"Learning Autonomy in Management of Wireless Random Networks","publication_year":2021,"publication_date":"2021-06-23","ids":{"openalex":"https://openalex.org/W3170460721","doi":"https://doi.org/10.1109/twc.2021.3089701","mag":"3170460721"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2021.3089701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2021.3089701","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Transactions on Wireless Communications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2106.07984","any_repository_has_fulltext":true},"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, Busan, South Korea","Pukyong National University"],"raw_orcid":"https://orcid.org/0000-0003-0753-8324","affiliations":[{"raw_affiliation_string":"Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Pukyong National University","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":["School of Electrical Engineering, Korea University, Seoul, South Korea","Korea University"],"raw_orcid":"https://orcid.org/0000-0001-5385-2061","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Korea University","institution_ids":[]}]},{"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":["Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore","Singapore University of Technology and Design"],"raw_orcid":"https://orcid.org/0000-0002-4037-3149","affiliations":[{"raw_affiliation_string":"Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Singapore University of Technology and Design","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":0.0726,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31660746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"20","issue":"12","first_page":"8039","last_page":"8053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9950000047683716,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9944000244140625,"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":0.7223323583602905},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6364535093307495},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5821579694747925},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5020673274993896},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.49056190252304077},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.460149347782135},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3631209433078766},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1321696937084198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7223323583602905},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6364535093307495},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5821579694747925},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5020673274993896},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.49056190252304077},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.460149347782135},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3631209433078766},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1321696937084198},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/twc.2021.3089701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2021.3089701","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Transactions on Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2106.07984","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.07984","pdf_url":"https://arxiv.org/pdf/2106.07984","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3170460721","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2106.07984v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/65446","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9463729","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"},{"id":"doi:10.48550/arxiv.2106.07984","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2106.07984","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2106.07984","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.07984","pdf_url":"https://arxiv.org/pdf/2106.07984","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7170008593","display_name":null,"funder_award_id":"T2EP20120-0006","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G826691646","display_name":null,"funder_award_id":"2021R1I1A3054575","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321373","display_name":"Korea University","ror":"https://ror.org/047dqcg40"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1594563152","https://openalex.org/W1903029394","https://openalex.org/W1970830346","https://openalex.org/W2048093285","https://openalex.org/W2097117768","https://openalex.org/W2100755644","https://openalex.org/W2137813581","https://openalex.org/W2137983211","https://openalex.org/W2157331557","https://openalex.org/W2164278908","https://openalex.org/W2210084516","https://openalex.org/W2296319761","https://openalex.org/W2508393166","https://openalex.org/W2560609797","https://openalex.org/W2606780347","https://openalex.org/W2616867685","https://openalex.org/W2734408173","https://openalex.org/W2753798143","https://openalex.org/W2797462110","https://openalex.org/W2859887037","https://openalex.org/W2883104796","https://openalex.org/W2885828982","https://openalex.org/W2898035736","https://openalex.org/W2903136335","https://openalex.org/W2905030038","https://openalex.org/W2950635152","https://openalex.org/W2963097630","https://openalex.org/W2963693726","https://openalex.org/W2964121744","https://openalex.org/W2965889227","https://openalex.org/W2966968590","https://openalex.org/W2969519626","https://openalex.org/W2969973926","https://openalex.org/W2971598376","https://openalex.org/W2974170798","https://openalex.org/W2983434399","https://openalex.org/W2992716901","https://openalex.org/W3008924632","https://openalex.org/W3010109240","https://openalex.org/W3012413020","https://openalex.org/W3019262619","https://openalex.org/W3111885788","https://openalex.org/W3146803896","https://openalex.org/W3152787073","https://openalex.org/W4233082427","https://openalex.org/W4250530426","https://openalex.org/W4250589301","https://openalex.org/W4292363360","https://openalex.org/W6631190155","https://openalex.org/W6736685754","https://openalex.org/W6743923790","https://openalex.org/W6744580074","https://openalex.org/W6752263633"],"related_works":["https://openalex.org/W3176994725","https://openalex.org/W3207532613","https://openalex.org/W2760049195","https://openalex.org/W2120586996","https://openalex.org/W2071858447","https://openalex.org/W3098323894","https://openalex.org/W3016246792","https://openalex.org/W2907892475","https://openalex.org/W2100339131","https://openalex.org/W2740218370","https://openalex.org/W3157864855","https://openalex.org/W3187120331","https://openalex.org/W2151126200","https://openalex.org/W3005170244","https://openalex.org/W1527230169","https://openalex.org/W1531485563","https://openalex.org/W359686492","https://openalex.org/W2963821851","https://openalex.org/W2775595244","https://openalex.org/W1926414033"],"abstract_inverted_index":{"This":[0,42],"paper":[1],"presents":[2],"a":[3,9,14,44,54,79,118],"machine":[4],"learning":[5,125],"strategy":[6,109],"that":[7],"tackles":[8],"distributed":[10,32,48,84],"optimization":[11,50,155],"task":[12],"in":[13,47,141],"wireless":[15,59,142],"network":[16,87,97],"with":[17,31,73,89],"an":[18,106],"arbitrary":[19],"number":[20],"of":[21,57,95,102,137],"randomly":[22,38],"interconnected":[23],"nodes.":[24],"Individual":[25],"nodes":[26,36],"decide":[27],"their":[28],"optimal":[29],"states":[30],"coordination":[33,123],"among":[34],"other":[35],"through":[37,110],"varying":[39],"backhaul":[40,113,128],"links.":[41,114],"poses":[43],"technical":[45],"challenge":[46],"universal":[49],"policy":[51],"robust":[52],"to":[53],"random":[55,127],"topology":[56],"the":[58,96,138],"network,":[60],"which":[61],"has":[62],"not":[63],"been":[64],"properly":[65],"addressed":[66],"by":[67,124],"conventional":[68,154],"deep":[69],"neural":[70,86],"networks":[71],"(DNNs)":[72],"rigid":[74],"structural":[75],"configurations.":[76],"We":[77],"develop":[78],"flexible":[80],"DNN":[81,157],"formalism":[82],"termed":[83],"message-passing":[85],"(DMPNN)":[88],"forward":[90],"and":[91,144,151,156],"backward":[92],"computations":[93],"independent":[94],"topology.":[98],"A":[99],"key":[100],"enabler":[101],"this":[103],"approach":[104],"is":[105,132],"iterative":[107,122],"message-sharing":[108],"arbitrarily":[111],"connected":[112],"The":[115,130],"DMPNN":[116,131],"provides":[117],"convergent":[119],"solution":[120],"for":[121,134],"numerous":[126],"interactions.":[129],"investigated":[133],"various":[135],"configurations":[136],"power":[139],"control":[140],"networks,":[143],"intensive":[145],"numerical":[146],"results":[147],"prove":[148],"its":[149],"universality":[150],"viability":[152],"over":[153],"approaches.":[158]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}