{"id":"https://openalex.org/W4407826124","doi":"https://doi.org/10.1109/tii.2025.3538096","title":"Energy-Efficient Wireless Resource Allocation for Heterogeneous Federated Multitask Networks Based on Evolutionary Learning","display_name":"Energy-Efficient Wireless Resource Allocation for Heterogeneous Federated Multitask Networks Based on Evolutionary Learning","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407826124","doi":"https://doi.org/10.1109/tii.2025.3538096"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3538096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3538096","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5100735301","display_name":"Bin Jiang","orcid":"https://orcid.org/0000-0002-4044-885X"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Jiang","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-4044-885X","affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061150224","display_name":"Lin Cai","orcid":"https://orcid.org/0000-0002-1093-4865"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Cai","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030883042","display_name":"Guanghui Yue","orcid":"https://orcid.org/0000-0002-6761-8767"},"institutions":[{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Yue","raw_affiliation_strings":["School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6761-8767","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210145292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083232291","display_name":"Fei Luo","orcid":"https://orcid.org/0000-0001-9760-1520"},"institutions":[{"id":"https://openalex.org/I4396570619","display_name":"Great Bay University","ror":"https://ror.org/01hdgge16","country_code":null,"type":"education","lineage":["https://openalex.org/I4396570619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Luo","raw_affiliation_strings":["School of Computing and Information Technology, Great Bay University, Dongguan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Information Technology, Great Bay University, Dongguan, China","institution_ids":["https://openalex.org/I4396570619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036622666","display_name":"Shibao Li","orcid":"https://orcid.org/0000-0002-3924-9001"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibao Li","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-3924-9001","affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100370341","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0001-6043-6971"},"institutions":[{"id":"https://openalex.org/I109963312","display_name":"University of Tennessee at Martin","ror":"https://ror.org/01244fm76","country_code":"US","type":"education","lineage":["https://openalex.org/I109963312"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["Department of Computer Science, College of Engineering and Natural Sciences, The University of Tennessee at Martin, Martin, TN, USA"],"raw_orcid":"https://orcid.org/0000-0001-6043-6971","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Engineering and Natural Sciences, The University of Tennessee at Martin, Martin, TN, USA","institution_ids":["https://openalex.org/I109963312"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100735301"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":3.9187,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93086402,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"21","issue":"5","first_page":"4094","last_page":"4104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9887999892234802,"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":0.9887999892234802,"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":0.9886999726295471,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7652407884597778},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6320885419845581},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.533038318157196},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5130676031112671},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4940634071826935},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4723687767982483},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.444557249546051},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4251227080821991},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13245239853858948}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7652407884597778},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6320885419845581},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.533038318157196},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5130676031112671},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4940634071826935},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4723687767982483},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.444557249546051},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4251227080821991},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13245239853858948}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3538096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3538096","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4783083292","display_name":null,"funder_award_id":"62202308","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5438357748","display_name":null,"funder_award_id":"ZR2024MF115","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6370623351","display_name":null,"funder_award_id":"62371305","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7525989145","display_name":null,"funder_award_id":"62102264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G906354329","display_name":null,"funder_award_id":"ZR2023LZH010","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2294989567","https://openalex.org/W2328799675","https://openalex.org/W2600521217","https://openalex.org/W2974175488","https://openalex.org/W2981096252","https://openalex.org/W3010852232","https://openalex.org/W3025412407","https://openalex.org/W3044495368","https://openalex.org/W3044515030","https://openalex.org/W3090573937","https://openalex.org/W3090615085","https://openalex.org/W3093755649","https://openalex.org/W3125002451","https://openalex.org/W3153509644","https://openalex.org/W3161225848","https://openalex.org/W3162819349","https://openalex.org/W3164715504","https://openalex.org/W3166237835","https://openalex.org/W3180338279","https://openalex.org/W3213574824","https://openalex.org/W3214878825","https://openalex.org/W4214938481","https://openalex.org/W4285024875","https://openalex.org/W4285253045","https://openalex.org/W4285260612","https://openalex.org/W4310055000","https://openalex.org/W4312768957","https://openalex.org/W4320001239","https://openalex.org/W4327796923","https://openalex.org/W4367043571","https://openalex.org/W4385285629","https://openalex.org/W4386262799","https://openalex.org/W4387250463","https://openalex.org/W4391876938","https://openalex.org/W4400679637"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413","https://openalex.org/W2153007255"],"abstract_inverted_index":{"With":[0],"the":[1,8,26,42,51,57,147,150],"continuous":[2],"development":[3],"of":[4,10,28,45,53,60,141,149],"6G":[5],"technology":[6],"and":[7,86,106,115,121,138],"Internet":[9],"Things,":[11],"small":[12],"terminal":[13,54],"devices":[14,61],"are":[15],"gradually":[16],"joining":[17],"deep":[18],"model":[19,97],"training":[20],"through":[21],"wireless":[22,92,142],"networks,":[23],"leading":[24],"to":[25,33,78,111],"evolution":[27],"federated":[29,37,69,95,132],"learning.":[30],"In":[31,73],"comparison":[32],"traditional":[34],"centralized":[35],"learning,":[36],"learning":[38,70,96,133],"not":[39],"only":[40],"leverages":[41],"computational":[43],"power":[44,122],"individual":[46],"terminals":[47],"but":[48],"also":[49],"ensures":[50],"security":[52],"data.":[55],"However,":[56],"increasing":[58],"number":[59],"poses":[62],"new":[63],"requirements":[64],"on":[65,127],"resource":[66,88,117],"utilization":[67],"in":[68,131,153],"at":[71],"scale.":[72],"this":[74],"paper,":[75],"we":[76,100],"aim":[77],"address":[79],"these":[80],"challenges":[81],"by":[82],"proposing":[83],"an":[84],"energy-efficient":[85],"adaptive":[87],"allocation":[89,118],"strategy":[90],"for":[91,119],"heterogeneous":[93],"layered":[94],"(HLFLM).":[98],"Specifically,":[99],"deploy":[101],"both":[102],"macro":[103],"base":[104,109],"stations":[105,110],"multiple":[107],"micro":[108],"construct":[112],"a":[113],"HLFLM,":[114],"perform":[116],"subcarriers":[120],"optimization.":[123],"This":[124],"approach":[125],"focuses":[126],"optimizing":[128],"energy":[129],"consumption":[130],"networks":[134],"while":[135],"enhancing":[136],"scalability":[137],"real-time":[139],"performance":[140],"communication.":[143],"Experimental":[144],"results":[145],"demonstrate":[146],"effectiveness":[148],"proposed":[151],"method":[152],"medium-sized":[154],"scenarios.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}