{"id":"https://openalex.org/W4399411014","doi":"https://doi.org/10.1109/twc.2024.3401395","title":"Robust Federated Learning for Heterogeneous Clients and Unreliable Communications","display_name":"Robust Federated Learning for Heterogeneous Clients and Unreliable Communications","publication_year":2024,"publication_date":"2024-06-06","ids":{"openalex":"https://openalex.org/W4399411014","doi":"https://doi.org/10.1109/twc.2024.3401395"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3401395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3401395","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/A5015476236","display_name":"Ruyan Wang","orcid":"https://orcid.org/0000-0003-3109-4807"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruyan Wang","raw_affiliation_strings":["School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","School of Communications and Information Engineering, China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Communications and Information Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002851433","display_name":"Lan Yang","orcid":"https://orcid.org/0009-0009-5379-9171"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Yang","raw_affiliation_strings":["School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","School of Communications and Information Engineering, China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Communications and Information Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074140287","display_name":"Tong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Tang","raw_affiliation_strings":["School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","School of Communications and Information Engineering, China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Communications and Information Engineering, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088549409","display_name":"Boran Yang","orcid":"https://orcid.org/0000-0003-3168-3601"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boran Yang","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100416785","display_name":"Dapeng Wu","orcid":"https://orcid.org/0000-0003-2105-9418"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Wu","raw_affiliation_strings":["School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","School of Communications and Information Engineering, China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, the Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, and the Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Communications and Information Engineering, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015476236"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":2.0945,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88516801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"23","issue":"10","first_page":"13440","last_page":"13455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9829000234603882,"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":0.9829000234603882,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9106000065803528,"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":0.7734181880950928},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5280913710594177},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44692346453666687},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4134579598903656},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2804360091686249}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734181880950928},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5280913710594177},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44692346453666687},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4134579598903656},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2804360091686249}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2024.3401395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3401395","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/G4710598877","display_name":null,"funder_award_id":"62271096, U20A20157","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2126060647","https://openalex.org/W2530417694","https://openalex.org/W2901838001","https://openalex.org/W2920095265","https://openalex.org/W2963318081","https://openalex.org/W2975156709","https://openalex.org/W2979359324","https://openalex.org/W3021378343","https://openalex.org/W3032684551","https://openalex.org/W3090615085","https://openalex.org/W3093755649","https://openalex.org/W3163739719","https://openalex.org/W3182158470","https://openalex.org/W3203789000","https://openalex.org/W4214916569","https://openalex.org/W4226183928","https://openalex.org/W4313003510","https://openalex.org/W4321608038","https://openalex.org/W4327796923","https://openalex.org/W4367163048","https://openalex.org/W4377235461","https://openalex.org/W6662929504","https://openalex.org/W6728757088","https://openalex.org/W6752029299","https://openalex.org/W6757139170","https://openalex.org/W6759238902","https://openalex.org/W6765541894","https://openalex.org/W6769579599","https://openalex.org/W6773817997","https://openalex.org/W6784343361"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Federated":[0],"Learning":[1],"(FL)":[2],"serves":[3],"as":[4],"a":[5,23,93,113],"machine":[6],"learning":[7],"paradigm":[8],"where":[9],"distributed":[10],"devices":[11],"collaboratively":[12],"train":[13],"on":[14,22,73,147],"local":[15,98],"data,":[16],"with":[17],"their":[18],"models":[19],"subsequently":[20],"aggregated":[21],"central":[24],"server.":[25],"However,":[26],"challenges":[27],"arise":[28],"due":[29],"to":[30,79,128],"unreliable":[31],"communication":[32],"channels,":[33],"potential":[34],"sign":[35],"errors":[36,104],"in":[37,96,122],"model":[38,82],"parameters,":[39],"data":[40,86],"heterogeneity,":[41],"and":[42,75,88,101,136,150],"resource":[43],"limitations":[44],"that":[45,64],"can":[46],"hinder":[47],"full":[48],"client":[49,133],"participation.":[50],"In":[51],"this":[52],"paper,":[53],"firstly,":[54],"we":[55,91,111],"address":[56],"these":[57],"issues":[58],"by":[59,85],"proposing":[60],"an":[61],"optimization":[62],"objective":[63],"minimizes":[65],"FL":[66,120,138],"loss":[67],"while":[68],"taking":[69],"into":[70,105],"account":[71],"constraints":[72],"delay":[74],"energy":[76],"consumption.":[77],"Secondly,":[78],"counteract":[80],"the":[81,97,106,130,148],"drift":[83],"caused":[84],"heterogeneity":[87],"packet":[89,103],"errors,":[90],"introduce":[92],"proximal":[94],"term":[95],"training":[99],"process":[100],"incorporate":[102],"global":[107],"aggregation":[108],"phase.":[109],"Finally,":[110],"establish":[112],"theoretical":[114],"convergence":[115],"upper":[116],"bound":[117],"for":[118],"our":[119,143],"algorithm":[121,139],"complex":[123],"non-convex":[124],"situations,":[125],"providing":[126],"insights":[127],"guide":[129],"formulation":[131],"of":[132],"sampling":[134],"strategies":[135],"ensure":[137],"convergence.":[140],"We":[141],"validate":[142],"algorithm\u2019s":[144],"superior":[145],"accuracy":[146],"MNIST":[149],"CIFAR-10":[151],"datasets.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
