{"id":"https://openalex.org/W3186582743","doi":"https://doi.org/10.23919/jcin.2021.9475122","title":"Joint User Association and Resource Allocation for mmWave Communication: A Neural Network Approach","display_name":"Joint User Association and Resource Allocation for mmWave Communication: A Neural Network Approach","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3186582743","doi":"https://doi.org/10.23919/jcin.2021.9475122","mag":"3186582743"},"language":"en","primary_location":{"id":"doi:10.23919/jcin.2021.9475122","is_oa":false,"landing_page_url":"https://doi.org/10.23919/jcin.2021.9475122","pdf_url":null,"source":{"id":"https://openalex.org/S4210178728","display_name":"Journal of Communications and Information Networks","issn_l":"2096-1081","issn":["2096-1081","2509-3312"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Communications and Information Networks","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/A5088301647","display_name":"Chongrui Pan","orcid":"https://orcid.org/0000-0002-5882-3072"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chongrui Pan","raw_affiliation_strings":["Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448480","display_name":"Rui Liu","orcid":"https://orcid.org/0000-0002-4444-5701"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079187892","display_name":"Guanding Yu","orcid":"https://orcid.org/0000-0003-1354-2557"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanding Yu","raw_affiliation_strings":["Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088301647"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.0027,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.75496466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"6","issue":"2","first_page":"125","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9995999932289124,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9957000017166138,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.989300012588501,"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":0.7649456262588501},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5272986888885498},{"id":"https://openalex.org/keywords/backhaul","display_name":"Backhaul (telecommunications)","score":0.5103258490562439},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5059577822685242},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5052195191383362},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.47947582602500916},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4462489187717438},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42837095260620117},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37474602460861206},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3528073728084564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2741989493370056},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16598761081695557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15801846981048584},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0757509171962738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649456262588501},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5272986888885498},{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.5103258490562439},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5059577822685242},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5052195191383362},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47947582602500916},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4462489187717438},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42837095260620117},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37474602460861206},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3528073728084564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2741989493370056},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16598761081695557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15801846981048584},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0757509171962738}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/jcin.2021.9475122","is_oa":false,"landing_page_url":"https://doi.org/10.23919/jcin.2021.9475122","pdf_url":null,"source":{"id":"https://openalex.org/S4210178728","display_name":"Journal of Communications and Information Networks","issn_l":"2096-1081","issn":["2096-1081","2509-3312"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Communications and Information Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2117351327","https://openalex.org/W4283067488","https://openalex.org/W4385483253","https://openalex.org/W2792512672","https://openalex.org/W2793702405","https://openalex.org/W2053369663","https://openalex.org/W2810697512","https://openalex.org/W2405810838","https://openalex.org/W2513356504","https://openalex.org/W2758876021"],"abstract_inverted_index":{"With":[0],"the":[1,9,14,27,31,51,70,112,135,148,156],"rapid":[2],"growth":[3],"of":[4,11,16,30,53],"wireless":[5,22],"data":[6],"demand":[7],"and":[8,74,84,122,141],"shortage":[10],"global":[12],"bandwidth,":[13],"use":[15],"millimeter-wave":[17],"(mmWave)":[18],"frequency":[19],"band":[20],"for":[21,77],"cellular":[23,34],"networks":[24,56],"has":[25,39],"become":[26],"core":[28],"content":[29],"fifth":[32],"generation":[33],"network.":[35],"Because":[36],"mmWave":[37,54,78],"communication":[38,55,79],"different":[40],"characteristics":[41],"from":[42],"microwave":[43],"communication,":[44],"using":[45],"traditional":[46],"optimization":[47],"techniques":[48],"to":[49,68,107,133,146],"manage":[50],"resource":[52,75,90,143],"is":[57,93,104],"inappropriate.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62,110,128],"propose":[63,129],"a":[64,96,130,142,164],"neural":[65,131],"network-based":[66],"algorithm":[67,145,158],"solve":[69,134],"joint":[71],"user":[72],"association":[73],"allocation":[76,91,144],"system":[80],"with":[81,163],"multi-connectivity":[82],"(MC)":[83],"integrated":[85],"access":[86],"backhaul":[87],"(IAB).":[88],"The":[89],"problem":[92,140],"formulated":[94],"as":[95],"mixed-integer":[97],"quadratically":[98],"constrained":[99],"quadratic":[100],"programming":[101],"(MIQCQP),":[102],"which":[103],"very":[105],"difficult":[106],"solve.":[108],"First,":[109],"decompose":[111],"MIQCQP":[113],"into":[114],"two":[115],"sub-problems,":[116],"i.e.,":[117],"binary":[118,136],"associated":[119,137],"matrix":[120,138],"sub-problem":[121],"continuous":[123],"IAB":[124,150],"ratio":[125],"sub-problem.":[126],"Then":[127],"network":[132],"inference":[139,166],"find":[147],"sub-optimal":[149],"ratio.":[151],"Simulation":[152],"results":[153],"show":[154],"that":[155],"proposed":[157],"can":[159],"achieve":[160],"good":[161],"performance":[162],"fast":[165],"speed.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}