{"id":"https://openalex.org/W7118596706","doi":"https://doi.org/10.1109/indin64977.2025.11279600","title":"QoS-Guaranteed Joint User Clustering, Beam Selection, and Power Allocation for 5G mmWave MIMO-NOMA Transmission in Industrial Scenarios","display_name":"QoS-Guaranteed Joint User Clustering, Beam Selection, and Power Allocation for 5G mmWave MIMO-NOMA Transmission in Industrial Scenarios","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W7118596706","doi":"https://doi.org/10.1109/indin64977.2025.11279600"},"language":null,"primary_location":{"id":"doi:10.1109/indin64977.2025.11279600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5122155964","display_name":"Xiaobing Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobing Zhong","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122147883","display_name":"Rui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121984260","display_name":"Hongyun Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyun Zheng","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122005995","display_name":"Zonghui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zonghui Li","raw_affiliation_strings":["Beijing Jiaotong University,School of Computer Science and Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Computer Science and Technology,Beijing,China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.8528000116348267,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.8528000116348267,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.07519999891519547,"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":0.034299999475479126,"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/telecommunications-link","display_name":"Telecommunications link","score":0.6686000227928162},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6202999949455261},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5863999724388123},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5733000040054321},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.560699999332428},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5558000206947327},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5551999807357788},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5189999938011169},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4049000144004822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7009999752044678},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.6686000227928162},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6202999949455261},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5863999724388123},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5733000040054321},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.560699999332428},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5558000206947327},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5551999807357788},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5189999938011169},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46630001068115234},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40790000557899475},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4049000144004822},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.39899998903274536},{"id":"https://openalex.org/C168834538","wikidata":"https://www.wikidata.org/wiki/Q3705329","display_name":"Beam (structure)","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3864000141620636},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.3479999899864197},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.33009999990463257},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.29789999127388},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29350000619888306},{"id":"https://openalex.org/C2778002699","wikidata":"https://www.wikidata.org/wiki/Q876057","display_name":"Multi-user","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2816999852657318},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.2606000006198883},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.25529998540878296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin64977.2025.11279600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6252959370613098}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2027563534","https://openalex.org/W2368600038","https://openalex.org/W2796182569","https://openalex.org/W2955133642","https://openalex.org/W2956851423","https://openalex.org/W2962738973","https://openalex.org/W2963698325","https://openalex.org/W2965716521","https://openalex.org/W3020486180","https://openalex.org/W3027161420","https://openalex.org/W3036527465","https://openalex.org/W3107803161","https://openalex.org/W3119423242","https://openalex.org/W3157470582","https://openalex.org/W3158208624","https://openalex.org/W4221039772","https://openalex.org/W4285275649","https://openalex.org/W4288075624","https://openalex.org/W4312187102","https://openalex.org/W4313119640","https://openalex.org/W4315629647","https://openalex.org/W4384788065","https://openalex.org/W4389454084","https://openalex.org/W4395028384"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,6,23,26,36,71,90,144],"advancement":[2],"of":[3,8,25,29,39,59,75,153],"5G":[4,40],"technologies,":[5],"integration":[7],"millimeterwave,":[9],"multiple-input":[10],"multiple-output":[11],"and":[12,51,85,92,98,112,117],"non-orthogonal":[13],"multiple":[14],"access":[15],"(mmWave":[16],"MIMO-NOMA)":[17],"has":[18],"attracted":[19],"increasing":[20],"attention":[21],"in":[22,63],"field":[24],"industrial":[27,64],"internet":[28],"things":[30],"(IIoT).":[31],"This":[32],"paper":[33],"focuses":[34],"on":[35],"three":[37],"settings":[38],"mmWave":[41],"MIMO-NOMA":[42],"downlink":[43],"transmission":[44],"system,":[45],"i.e.,":[46],"user":[47,81,110],"clustering,":[48,82],"beam":[49,83,114],"selection,":[50],"power":[52,86,125],"allocation,":[53],"for":[54,128],"users":[55,78],"with":[56,136],"diverse":[57],"quality":[58],"service":[60],"(QoS)":[61],"requirements":[62,152],"scenarios.":[65],"The":[66],"goal":[67],"is":[68],"to":[69],"maximize":[70],"weighted":[72,146],"sum":[73,147],"rate":[74],"different":[76,154],"IIoT":[77],"by":[79,106],"joint":[80],"selection":[84,115],"allocation.":[87],"We":[88],"formulate":[89],"problem":[91],"divide":[93],"it":[94],"into":[95],"integer":[96],"programming":[97,100],"continuous":[99],"sub-problems,":[101],"which":[102],"are":[103],"respectively":[104],"solved":[105],"a":[107,118],"hierarchical":[108],"clustering-based":[109],"clustering":[111],"QoS-based":[113,119],"algorithm":[116,127],"deep":[120],"deterministic":[121],"policy":[122],"gradient":[123],"(DDPG)":[124],"allocation":[126],"sub-optimal":[129],"solutions.":[130],"Simulation":[131],"results":[132],"show":[133],"that":[134],"compared":[135],"baselines":[137],"our":[138],"proposed":[139],"method":[140],"can":[141],"greatly":[142],"improve":[143],"system":[145],"rate,":[148],"while":[149],"meeting":[150],"QoS":[151],"users.":[155]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-08T00:00:00"}
