{"id":"https://openalex.org/W4312391436","doi":"https://doi.org/10.1109/access.2022.3228758","title":"Energy-Efficient QoE-Driven Radio Resource Management Method for 5G and Beyond Networks","display_name":"Energy-Efficient QoE-Driven Radio Resource Management Method for 5G and Beyond Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312391436","doi":"https://doi.org/10.1109/access.2022.3228758"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3228758","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228758","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09982434.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09982434.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082787992","display_name":"Mykola Beshley","orcid":"https://orcid.org/0000-0002-7122-2319"},"institutions":[{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]},{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["SK","UA"],"is_corresponding":false,"raw_author_name":"Mykola Beshley","raw_affiliation_strings":["Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine","Department of telecommunications, Lviv Polytechnic National University, Bandery 12, Lviv, Ukraine","Department of Information Systems, Faculty of Management, Comenius University in Bratislava, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-7122-2319","affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Department of telecommunications, Lviv Polytechnic National University, Bandery 12, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Department of Information Systems, Faculty of Management, Comenius University in Bratislava, Slovakia","institution_ids":["https://openalex.org/I74788687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086107524","display_name":"Natalia Kryvinska","orcid":"https://orcid.org/0000-0003-3678-9229"},"institutions":[{"id":"https://openalex.org/I74788687","display_name":"Comenius University Bratislava","ror":"https://ror.org/0587ef340","country_code":"SK","type":"education","lineage":["https://openalex.org/I74788687"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Natalia Kryvinska","raw_affiliation_strings":["Department of Information Systems, Faculty of Management, Comenius University in Bratislava, Bratislava, Slovakia"],"raw_orcid":"https://orcid.org/0000-0003-3678-9229","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Management, Comenius University in Bratislava, Bratislava, Slovakia","institution_ids":["https://openalex.org/I74788687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043833802","display_name":"Halyna Beshley","orcid":"https://orcid.org/0000-0001-5392-3499"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Halyna Beshley","raw_affiliation_strings":["Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine","Department of telecommunications, Lviv Polytechnic National University, Bandery 12, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Department of telecommunications, Lviv Polytechnic National University, Bandery 12, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.767,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.84730718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"131691","last_page":"131710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9995999932289124,"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/T11409","display_name":"Advanced Wireless Network Optimization","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8185480833053589},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.668349027633667},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6066541075706482},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5588913559913635},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5552067756652832},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.5488572120666504},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.5440011620521545},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5397440195083618},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49443602561950684},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.485072523355484},{"id":"https://openalex.org/keywords/sleep-mode","display_name":"Sleep mode","score":0.4362277388572693},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2553126811981201},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23970043659210205},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.23520424962043762},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.2316717803478241},{"id":"https://openalex.org/keywords/mobile-station","display_name":"Mobile station","score":0.1018390953540802},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08526137471199036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8185480833053589},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.668349027633667},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6066541075706482},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5588913559913635},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5552067756652832},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.5488572120666504},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.5440011620521545},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5397440195083618},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49443602561950684},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.485072523355484},{"id":"https://openalex.org/C57149124","wikidata":"https://www.wikidata.org/wiki/Q587346","display_name":"Sleep mode","level":4,"score":0.4362277388572693},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2553126811981201},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23970043659210205},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.23520424962043762},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.2316717803478241},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.1018390953540802},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08526137471199036},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3228758","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228758","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09982434.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:020732c813684f10af19f03ebe27158c","is_oa":false,"landing_page_url":"https://doaj.org/article/020732c813684f10af19f03ebe27158c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 131691-131710 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3228758","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3228758","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09982434.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309919","display_name":"Univerzita Komensk\u00e9ho v Bratislave","ror":"https://ror.org/0587ef340"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312391436.pdf","grobid_xml":"https://content.openalex.org/works/W4312391436.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W2112170521","https://openalex.org/W2124542511","https://openalex.org/W2336546580","https://openalex.org/W2336650418","https://openalex.org/W2518231294","https://openalex.org/W2520674351","https://openalex.org/W2578743652","https://openalex.org/W2610560951","https://openalex.org/W2744524871","https://openalex.org/W2782303887","https://openalex.org/W2782634197","https://openalex.org/W2783669348","https://openalex.org/W2792173924","https://openalex.org/W2946756495","https://openalex.org/W2950380080","https://openalex.org/W2968222736","https://openalex.org/W2989769212","https://openalex.org/W2995560076","https://openalex.org/W3003403914","https://openalex.org/W3004029259","https://openalex.org/W3016294790","https://openalex.org/W3018601373","https://openalex.org/W3035134287","https://openalex.org/W3035481639","https://openalex.org/W3102444160","https://openalex.org/W3105225010","https://openalex.org/W3129807165","https://openalex.org/W3136928177","https://openalex.org/W3142457648","https://openalex.org/W3161895447","https://openalex.org/W3194946664","https://openalex.org/W3195176231","https://openalex.org/W3200429765","https://openalex.org/W3212518198","https://openalex.org/W3215554746","https://openalex.org/W4212996408","https://openalex.org/W4214536575","https://openalex.org/W4220735059","https://openalex.org/W4220900897","https://openalex.org/W4220987932","https://openalex.org/W4225463090","https://openalex.org/W4226416375","https://openalex.org/W4256343577","https://openalex.org/W4280577238","https://openalex.org/W4287847025","https://openalex.org/W4293057297","https://openalex.org/W4293169052"],"related_works":["https://openalex.org/W2136393527","https://openalex.org/W2762817092","https://openalex.org/W2786634913","https://openalex.org/W1977910417","https://openalex.org/W4252147399","https://openalex.org/W2805125868","https://openalex.org/W2470545533","https://openalex.org/W1512737562","https://openalex.org/W2944278712","https://openalex.org/W2096820671"],"abstract_inverted_index":{"Energy-efficient":[0],"Radio":[1,154],"Resource":[2],"Management":[3],"(RRM)":[4],"for":[5,71,83,222],"5G":[6,72,108,153,213],"and":[7,23,36,50,73,93,102,128,141,182,206],"beyond":[8,74],"networks":[9],"has":[10],"become":[11],"a":[12,88,146,172,174],"key":[13],"research":[14],"challenge":[15],"due":[16],"to":[17,62,96,131,149,161,217,225],"increasing":[18],"Small":[19],"Cells":[20,139],"(SCs)":[21],"densities":[22],"the":[24,64,68,115,122,134,152,193,208,212,219],"high":[25],"Quality":[26],"of":[27,31,125,200,211],"Experience":[28],"(QoE)":[29],"requirements":[30,101,124,181],"business":[32,84,126],"users.":[33,85,170],"Ensuring":[34],"QoE":[35,65,82,100,123,180,221],"energy":[37,104,184,209],"efficiency":[38],"is":[39,176,190],"essential":[40],"in":[41,54,67,106,118],"mobile":[42],"networks,":[43,76],"but":[44],"these":[45],"goals":[46],"are":[47,166],"often":[48],"opposing":[49],"rarely":[51],"addressed":[52],"simultaneously":[53],"existing":[55],"solutions.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"propose":[61],"include":[63],"criterion":[66],"RRM":[69,227],"technique":[70],"multi-layer":[75,107],"which":[77],"will":[78],"allow":[79],"ordering":[80],"individual":[81],"We":[86],"developed":[87],"new":[89],"radio":[90,202],"resource":[91],"allocation":[92],"optimization":[94],"method":[95,112,144,195],"address":[97],"changing":[98],"user":[99,179],"reduce":[103],"consumption":[105,210],"networks.":[109],"The":[110],"proposed":[111,194],"differs":[113],"from":[114],"known":[116],"ones":[117],"that":[119,192],"it":[120,189],"considers":[121],"users":[127,223],"load":[129],"localization":[130],"optimally":[132],"distribute":[133],"service":[135],"process":[136],"between":[137,178],"Macro":[138],"(MCs)":[140],"SCs.":[142],"This":[143],"uses":[145],"Voronoi":[147],"diagram":[148],"energy-efficiently":[150],"design":[151],"Access":[155],"Network":[156],"(RAN)":[157],"by":[158,204,215],"switching":[159],"SCs":[160],"sleep":[162],"mode":[163],"when":[164],"they":[165],"not":[167],"serving":[168],"active":[169],"As":[171],"result,":[173],"balance":[175],"struck":[177],"network":[183],"efficiency.":[185],"Based":[186],"on":[187],"simulations,":[188],"proved":[191],"allowed":[196],"more":[197],"efficient":[198],"use":[199],"accessible":[201],"resources":[203],"25%":[205],"reduced":[207],"RAN":[214],"8.7%":[216],"provide":[218],"ordered":[220],"compared":[224],"traditional":[226],"methods.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
