{"id":"https://openalex.org/W4406610338","doi":"https://doi.org/10.1109/twc.2025.3528408","title":"Reputation-Based Model Aggregation and Resource Optimization in Wireless Federated Learning Systems","display_name":"Reputation-Based Model Aggregation and Resource Optimization in Wireless Federated Learning Systems","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4406610338","doi":"https://doi.org/10.1109/twc.2025.3528408"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2025.3528408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3528408","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":["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/A5101709392","display_name":"Jie Feng","orcid":"https://orcid.org/0000-0002-5474-3286"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Feng","raw_affiliation_strings":["School of Telecommunication Engineering and Shaanxi Key Laboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","School of Telecomm. Engineering, Shaanxi KeyLaboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering and Shaanxi Key Laboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827","https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Telecomm. Engineering, Shaanxi KeyLaboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075908067","display_name":"Yanyan Liao","orcid":"https://orcid.org/0009-0003-8979-3368"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Liao","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou, China","School of Telecomm. Engineering, Shaanxi KeyLaboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecomm. Engineering, Shaanxi KeyLaboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349496","display_name":"Lei Liu","orcid":"https://orcid.org/0000-0001-8173-0408"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Liu","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065373445","display_name":"Qingqi Pei","orcid":"https://orcid.org/0000-0001-7601-5434"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqi Pei","raw_affiliation_strings":["School of Telecommunication Engineering and Shaanxi Key Laboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","School of Telecomm. Engineering, Shaanxi KeyLaboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering and Shaanxi Key Laboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827","https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Telecomm. Engineering, Shaanxi KeyLaboratory of Blockchain and Secure Computing, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404886","display_name":"Ning Zhang","orcid":"https://orcid.org/0000-0002-8781-4925"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada","Department of Electrical and Computer Engineering, University of Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087894632","display_name":"Keqin Li","orcid":"https://orcid.org/0000-0001-5224-4048"},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keqin Li","raw_affiliation_strings":["Department of Computer Science, State University of New York at New Paltz, New Paltz, NY, USA","Department of Computer Science, State University of New York, New Paltz, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, State University of New York at New Paltz, New Paltz, NY, USA","institution_ids":["https://openalex.org/I157455823"]},{"raw_affiliation_string":"Department of Computer Science, State University of New York, New Paltz, NY, USA","institution_ids":["https://openalex.org/I157455823"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101709392"],"corresponding_institution_ids":["https://openalex.org/I149594827","https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":21.2115,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.99145788,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"24","issue":"4","first_page":"3149","last_page":"3162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9581000208854675,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.95660001039505,"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":0.791339635848999},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6081768870353699},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.5564744472503662},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46036210656166077},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40072670578956604},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33988967537879944},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30349892377853394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.791339635848999},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6081768870353699},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.5564744472503662},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46036210656166077},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40072670578956604},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33988967537879944},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30349892377853394},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2025.3528408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3528408","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1077262418","display_name":null,"funder_award_id":"YJSJ24006","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8292956318","display_name":null,"funder_award_id":"62132013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8614979372","display_name":null,"funder_award_id":"2024M752525","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1595112520","https://openalex.org/W1965198513","https://openalex.org/W2061935875","https://openalex.org/W2148188734","https://openalex.org/W2972882814","https://openalex.org/W2975156709","https://openalex.org/W3006403513","https://openalex.org/W3091681997","https://openalex.org/W3161225848","https://openalex.org/W3211199052","https://openalex.org/W3214755690","https://openalex.org/W4205374014","https://openalex.org/W4205597275","https://openalex.org/W4221129260","https://openalex.org/W4226183928","https://openalex.org/W4226263557","https://openalex.org/W4250589301","https://openalex.org/W4283714314","https://openalex.org/W4287218656","https://openalex.org/W4312578439","https://openalex.org/W4313886597","https://openalex.org/W4317795078","https://openalex.org/W4376480707","https://openalex.org/W4386412328","https://openalex.org/W4386558805","https://openalex.org/W4387145966","https://openalex.org/W4387871041","https://openalex.org/W4387914694","https://openalex.org/W4389609830","https://openalex.org/W4390017926","https://openalex.org/W4400188371","https://openalex.org/W4402265864","https://openalex.org/W6627932998","https://openalex.org/W6728757088","https://openalex.org/W6741002519","https://openalex.org/W7056673059"],"related_works":["https://openalex.org/W4392337488","https://openalex.org/W2102271161","https://openalex.org/W4313425421","https://openalex.org/W4388714791","https://openalex.org/W2361883455","https://openalex.org/W2952832228","https://openalex.org/W2909324362","https://openalex.org/W2372868951","https://openalex.org/W570712888","https://openalex.org/W4400047197"],"abstract_inverted_index":{"Federated":[0],"learning":[1],"(FL)":[2],"has":[3],"received":[4],"widespread":[5],"attention":[6],"from":[7],"academia":[8],"and":[9,71,79,109,115,127,150,184,188],"industry":[10],"because":[11],"it":[12],"overcomes":[13],"traditional":[14],"security":[15],"limitations":[16],"associated":[17],"with":[18],"model":[19,69],"training":[20,47,82],"data.":[21],"However,":[22],"the":[23,42,45,77,113,119,124,135,146,156,163,168],"FL":[24,53,85],"process":[25],"is":[26,139],"vulnerable":[27],"to":[28,55,75],"manipulation":[29],"by":[30,141],"locally":[31],"malicious":[32],"users,":[33],"who":[34],"can":[35,178],"alter":[36],"their":[37],"local":[38],"data,":[39],"thus":[40],"impacting":[41],"accuracy":[43],"of":[44,81,118],"model\u2019s":[46],"outcomes.":[48],"Meanwhile,":[49],"optimizing":[50],"delay":[51,92,180],"in":[52,83],"needs":[54],"take":[56],"individual":[57],"client":[58,103,136],"fairness":[59,97,181],"into":[60],"consideration.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65,88,122,161],"present":[66],"a":[67,90],"reputation-based":[68],"aggregation":[70],"resource":[72],"optimization":[73],"framework":[74],"enhance":[76],"efficiency":[78],"reliability":[80],"wireless":[84],"systems.":[86],"Particularly,":[87],"investigate":[89],"total":[91],"minimization":[93],"problem":[94],"while":[95],"ensuring":[96],"among":[98,182],"clients,":[99],"which":[100],"jointly":[101],"optimizes":[102],"scheduling,":[104],"transmit":[105,147],"rate,":[106],"bandwidth":[107,151],"proportion,":[108],"CPU":[110,164],"frequency.":[111],"Considering":[112],"non-convexity":[114],"high":[116],"complexity":[117],"objective":[120],"function,":[121],"decoupled":[123],"optimal":[125],"variables":[126],"designed":[128],"an":[129],"efficient":[130],"algorithm.":[131,171],"By":[132],"doing":[133],"this,":[134],"scheduling":[137],"policy":[138],"obtained":[140],"deep":[142],"reinforcement":[143],"learning.":[144],"Then,":[145],"rate":[148],"allocation":[149,166],"proportion":[152],"are":[153],"derived":[154],"through":[155],"Lagrangian":[157],"dual":[158],"method.":[159],"Finally,":[160],"attain":[162],"frequency":[165],"via":[167],"adaptive":[169],"harmony":[170],"Simulation":[172],"results":[173],"reveal":[174],"that":[175],"our":[176],"algorithm":[177],"establish":[179],"clients":[183],"balance":[185],"convergence":[186],"performance":[187],"delay.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":9}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}