{"id":"https://openalex.org/W4214916569","doi":"https://doi.org/10.1109/jiot.2022.3156046","title":"Fairness-Aware Federated Learning With Unreliable Links in Resource-Constrained Internet of Things","display_name":"Fairness-Aware Federated Learning With Unreliable Links in Resource-Constrained Internet of Things","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214916569","doi":"https://doi.org/10.1109/jiot.2022.3156046"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3156046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3156046","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5085654573","display_name":"Zhidu Li","orcid":"https://orcid.org/0000-0001-5810-541X"},"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":"Zhidu Li","raw_affiliation_strings":["School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018088776","display_name":"Yujie Zhou","orcid":"https://orcid.org/0000-0002-1593-0521"},"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":"Yujie Zhou","raw_affiliation_strings":["School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","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 Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"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 Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","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":false,"raw_author_name":"Ruyan Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Advanced Network and Intelligent Interconnection Technology Key Laboratory of Chongqing Education Commission of China, Key Laboratory of Ubiquitous Sensing and Networking in Chongqing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085654573"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":5.9683,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96659287,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"9","issue":"18","first_page":"17359","last_page":"17371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9803000092506409,"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/T13553","display_name":"Age of Information Optimization","score":0.9740999937057495,"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":0.8797897100448608},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5481451153755188},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4944450855255127},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4663642346858978},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.438256174325943},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.41162723302841187},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41092780232429504},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3639073371887207},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2728056013584137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8797897100448608},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5481451153755188},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4944450855255127},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4663642346858978},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.438256174325943},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.41162723302841187},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41092780232429504},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3639073371887207},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2728056013584137},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3156046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3156046","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2603024356","display_name":null,"funder_award_id":"61901078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5307565109","display_name":null,"funder_award_id":"cstc2020jcyj-zdxmX0024","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G7331212177","display_name":null,"funder_award_id":"61871062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G768223813","display_name":null,"funder_award_id":"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"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2049469158","https://openalex.org/W2472333518","https://openalex.org/W2530417694","https://openalex.org/W2886404071","https://openalex.org/W2920095265","https://openalex.org/W2963318081","https://openalex.org/W2975156709","https://openalex.org/W2980592932","https://openalex.org/W3009934096","https://openalex.org/W3113075536","https://openalex.org/W3163739719","https://openalex.org/W3212066104","https://openalex.org/W4288110237","https://openalex.org/W6622473587","https://openalex.org/W6728757088","https://openalex.org/W6738250615","https://openalex.org/W6739554518","https://openalex.org/W6752191696","https://openalex.org/W6753736665","https://openalex.org/W6754143808","https://openalex.org/W6758757267","https://openalex.org/W6759238902","https://openalex.org/W6762879059","https://openalex.org/W6762930437","https://openalex.org/W6765541894","https://openalex.org/W6768020840","https://openalex.org/W6769019839","https://openalex.org/W6773817997","https://openalex.org/W6781318954"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W3144288563","https://openalex.org/W2105887828","https://openalex.org/W2380988690"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,20,37,77,109,147,150,184,231],"make":[3],"full":[4],"use":[5],"of":[6,63,81,86,90,98,113,118,160,163,198,235,241],"the":[7,54,61,64,70,79,84,88,91,111,142,158,164,195,199,233,236],"network":[8],"data":[9,29,229],"and":[10,46,72,141,171],"guarantee":[11],"user":[12],"privacy":[13],"simultaneously,":[14],"federated":[15],"learning":[16],"(FL)":[17],"is":[18,106,136,145,182,202,213],"proposed":[19,137,200,214,237],"enable":[21],"distributed":[22],"intelligence":[23],"for":[24,138],"local":[25,92,210],"nodes":[26,93],"without":[27],"sharing":[28],"with":[30,115,226,239],"each":[31],"other.":[32],"However,":[33],"in":[34,94,191],"practice,":[35],"due":[36],"resource":[38,127,218],"limitations,":[39],"traditional":[40],"FL":[41,75,82,114],"suffers":[42],"from":[43],"node":[44,119],"scheduling":[45],"parameter":[47,122,139,155],"transmission":[48],"failure,":[49],"which":[50,207],"not":[51],"only":[52],"affects":[53],"final":[55],"performance":[56,80,112,188],"but":[57],"also":[58],"further":[59,168],"reduces":[60],"fairness":[62,89],"participating":[65],"nodes.":[66],"This":[67],"article":[68],"addresses":[69],"challenge":[71],"proposes":[73],"an":[74,103,208],"method":[76],"enhance":[78],"on":[83,153,206],"basis":[85],"guaranteeing":[87],"a":[95,130,173,216,227],"resource-constrained":[96],"Internet":[97],"Things":[99],"(IoT)":[100],"network.":[101],"Specifically,":[102],"analytical":[104],"model":[105,144,192],"first":[107],"constructed":[108],"characterize":[110],"joint":[116],"considerations":[117],"fairness,":[120],"unreliable":[121],"transmissions":[123],"as":[124,126],"well":[125],"limitations.":[128],"Thereafter,":[129],"statistically":[131],"reweighted":[132],"aggregation":[133,140],"(SRA)":[134],"scheme":[135,212,238],"corresponding":[143],"proved":[146],"be":[148],"unbiased":[149],"that":[151],"based":[152,205],"ideal":[154],"transmissions.":[156],"With":[157],"knowledge":[159],"time":[161],"dependency":[162],"global":[165],"model,":[166],"we":[167,179],"extend":[169],"SRA":[170,175,190],"propose":[172],"reliable":[174],"(RSRA)":[176],"scheme.":[177],"Additionally,":[178],"prove":[180],"RSRA":[181,201],"able":[183],"achieve":[185],"higher":[186],"stability":[187],"than":[189],"training.":[193],"Furthermore,":[194],"convergence":[196],"bound":[197],"derived":[203],"analytically,":[204],"adaptive":[209],"training":[211],"under":[215],"given":[217],"budget.":[219],"Finally,":[220],"extensive":[221],"experiments":[222],"are":[223],"carried":[224],"out":[225],"public":[228],"set":[230],"validate":[232],"effectiveness":[234],"comparisons":[240],"other":[242],"baseline":[243],"schemes.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
