{"id":"https://openalex.org/W4312529499","doi":"https://doi.org/10.1109/jiot.2022.3218729","title":"FedBroadcast: Exploit Broadcast Channel for Fast Convergence in Wireless Federated Learning","display_name":"FedBroadcast: Exploit Broadcast Channel for Fast Convergence in Wireless Federated Learning","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4312529499","doi":"https://doi.org/10.1109/jiot.2022.3218729"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3218729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3218729","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/A5101548224","display_name":"Hao Tian","orcid":"https://orcid.org/0000-0002-1068-4114"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Tian","raw_affiliation_strings":["School of Computer Science and Technology, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1068-4114","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090756766","display_name":"Hong Zhang","orcid":"https://orcid.org/0000-0001-9529-1872"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9529-1872","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031306843","display_name":"Juncheng Jia","orcid":"https://orcid.org/0000-0001-8276-7640"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juncheng Jia","raw_affiliation_strings":["School of Computer Science and Technology, Soochow University, Suzhou, China","Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8276-7640","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Department of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2788-3451","affiliations":[{"raw_affiliation_string":"Department of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106707877","display_name":"Kaoru Ota","orcid":"https://orcid.org/0000-0002-3382-1652"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaoru Ota","raw_affiliation_strings":["Department of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3382-1652","affiliations":[{"raw_affiliation_string":"Department of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101548224"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":0.9711,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80284797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"10","issue":"5","first_page":"4652","last_page":"4663"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9753999710083008,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9690999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8883808851242065},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6835401654243469},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6346848011016846},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6064160466194153},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5873249173164368},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5397890210151672},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5043107271194458},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4647153317928314},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4619602859020233},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.42888525128364563},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4235004186630249},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1598319411277771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11356258392333984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8883808851242065},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6835401654243469},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6346848011016846},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6064160466194153},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5873249173164368},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5397890210151672},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5043107271194458},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4647153317928314},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4619602859020233},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.42888525128364563},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4235004186630249},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1598319411277771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11356258392333984},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3218729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3218729","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":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G778151867","display_name":null,"funder_award_id":"JP20F20080","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320335440","display_name":"Natural Science Research of Jiangsu Higher Education Institutions of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2098340878","https://openalex.org/W2112796928","https://openalex.org/W2535838896","https://openalex.org/W2767079719","https://openalex.org/W2912213068","https://openalex.org/W2920095265","https://openalex.org/W2922342388","https://openalex.org/W2963318081","https://openalex.org/W2963333146","https://openalex.org/W2975156709","https://openalex.org/W2977090839","https://openalex.org/W2981138228","https://openalex.org/W2982409974","https://openalex.org/W2996845627","https://openalex.org/W3004384679","https://openalex.org/W3045657448","https://openalex.org/W3046056026","https://openalex.org/W3089655738","https://openalex.org/W3099980742","https://openalex.org/W3106356772","https://openalex.org/W3109847748","https://openalex.org/W3116402990","https://openalex.org/W3158567365","https://openalex.org/W3161501971","https://openalex.org/W3202461677","https://openalex.org/W3215554746","https://openalex.org/W4206517089","https://openalex.org/W4237591687","https://openalex.org/W4254703201","https://openalex.org/W4285172518","https://openalex.org/W4297687186","https://openalex.org/W4298221930","https://openalex.org/W6728757088","https://openalex.org/W6746720608","https://openalex.org/W6762028012"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"With":[0],"the":[1,8,21,81,88,91,101,107,115,119,130,139,145,151,158,165,184,190,201,211,217,233,246],"fast":[2],"development":[3],"of":[4,13,24,83],"modern":[5],"networking":[6],"technologies,":[7],"transmission":[9,154],"rate":[10],"and":[11,41,65,127,173,194],"reliability":[12],"wireless":[14,54,102,120,147,191,248],"networks":[15],"have":[16],"been":[17],"greatly":[18],"improved.":[19],"Meanwhile,":[20],"fast-developing":[22],"Internet":[23],"Things":[25],"(IoT)":[26],"devices":[27,57,98,181,197],"provide":[28],"continually":[29],"increasing":[30],"computation":[31,42],"capability.":[32],"Federated":[33],"learning":[34,47],"(FL)":[35],"was":[36],"proposed":[37],"to":[38,44,97,142,179,198,215],"leverage":[39,189],"communication":[40,125],"resources":[43],"perform":[45],"machine":[46],"(ML)":[48],"tasks":[49],"on":[50],"IoT":[51],"devices.":[52],"In":[53,134,157,183],"FL":[55,249],"systems,":[56],"train":[58],"ML":[59],"models":[60,73,110,204],"with":[61],"local":[62,109,203],"data":[63,76,84,238],"sets,":[64],"a":[66,175],"base":[67],"station":[68],"(BS)":[69],"aggregates":[70],"these":[71],"trained":[72],"so":[74],"that":[75,243],"privacy":[77],"is":[78,95],"guaranteed":[79],"by":[80,114,223],"isolation":[82],"sets.":[85],"However,":[86],"in":[87,155,210],"existing":[89,247],"works,":[90],"same":[92],"global":[93,166],"model":[94,153,167,208],"transmitted":[96],"individually":[99],"over":[100],"channel":[103,149,193],"multiple":[104],"times,":[105],"while":[106],"updated":[108,202],"are":[111],"received":[112],"only":[113],"BS,":[116],"which":[117,231],"ignores":[118],"broadcast":[121,148,164,192],"channel,":[122],"incurs":[123],"large":[124],"overhead,":[126],"slows":[128],"down":[129],"overall":[131],"training":[132],"process.":[133],"this":[135],"article,":[136],"we":[137,161,187,226],"propose":[138],"FedBroadcast":[140,244],"protocol":[141],"efficiently":[143],"exploit":[144],"shared":[146],"for":[150,169,207],"two-way":[152],"FL.":[156],"downloading":[159,209],"step,":[160,186],"let":[162],"BS":[163],"once":[168],"all":[170,200],"scheduled":[171],"devices,":[172],"design":[174],"dynamic":[176],"programming-based":[177],"algorithm":[178],"schedule":[180],"optimally.":[182],"uploading":[185],"also":[188],"select":[195],"some":[196],"receive":[199],"without":[205],"waiting":[206],"next":[212],"round.":[213],"Finally,":[214],"solve":[216],"potential":[218],"block-cyclic":[219],"sampling":[220],"problem":[221],"brought":[222],"device":[224],"scheduling,":[225],"adopt":[227],"pluralistic":[228],"averaging":[229],"modification,":[230],"improves":[232],"convergence":[234],"performance":[235],"under":[236,250],"extreme":[237],"distributions.":[239],"Extensive":[240],"experiments":[241],"demonstrate":[242],"outperforms":[245],"different":[251],"system":[252],"settings.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}