{"id":"https://openalex.org/W7116909563","doi":"https://doi.org/10.1109/tcomm.2025.3647766","title":"Cooperation-Based Federated Learning and Communication Optimization Under Intermittent Device Participation in Industrial IoT","display_name":"Cooperation-Based Federated Learning and Communication Optimization Under Intermittent Device Participation in Industrial IoT","publication_year":2025,"publication_date":"2025-12-23","ids":{"openalex":"https://openalex.org/W7116909563","doi":"https://doi.org/10.1109/tcomm.2025.3647766"},"language":null,"primary_location":{"id":"doi:10.1109/tcomm.2025.3647766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2025.3647766","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5013283439","display_name":"Tongzhou Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tongzhou Yang","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121114567","display_name":"Qihao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihao Li","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"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"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121037175","display_name":"Yuanguo Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanguo Bi","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121059468","display_name":"Wei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121037078","display_name":"Fengye Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengye Hu","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013283439"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":1.4006,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88413955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"74","issue":null,"first_page":"2874","last_page":"2890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.20430000126361847,"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"}},"topics":[{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.20430000126361847,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.18490000069141388,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.11029999703168869,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.7681999802589417},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.6220999956130981},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.6046000123023987},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5706999897956848},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5446000099182129},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4754999876022339},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4717999994754791},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.46869999170303345},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44589999318122864},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.4332999885082245}],"concepts":[{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.7681999802589417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7042999863624573},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.6220999956130981},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6046000123023987},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5706999897956848},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5446000099182129},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48339998722076416},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4754999876022339},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4717999994754791},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.46869999170303345},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44589999318122864},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.4332999885082245},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.41830000281333923},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4074999988079071},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4034000039100647},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.39910000562667847},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39640000462532043},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.36079999804496765},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.33180001378059387},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.3122999966144562},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.29019999504089355},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.26499998569488525}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2025.3647766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2025.3647766","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.43719133734703064,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G5241727554","display_name":null,"funder_award_id":"2022KQNCX","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G5909113765","display_name":null,"funder_award_id":"62201148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W2020286945","https://openalex.org/W2106864314","https://openalex.org/W3021654819","https://openalex.org/W3084436411","https://openalex.org/W3109847748","https://openalex.org/W3112007002","https://openalex.org/W3204183032","https://openalex.org/W3209940515","https://openalex.org/W4312051214","https://openalex.org/W4312263213","https://openalex.org/W4312875989","https://openalex.org/W4319663761","https://openalex.org/W4320015845","https://openalex.org/W4364302664","https://openalex.org/W4375798893","https://openalex.org/W4376464532","https://openalex.org/W4379620552","https://openalex.org/W4387757804","https://openalex.org/W4387886163","https://openalex.org/W4388145677","https://openalex.org/W4389169630","https://openalex.org/W4389610164","https://openalex.org/W4390659214","https://openalex.org/W4395680667","https://openalex.org/W4400728495","https://openalex.org/W4401070800","https://openalex.org/W4402568979","https://openalex.org/W4402834325","https://openalex.org/W4403094350","https://openalex.org/W4409641112"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,95],"propose":[4],"a":[5,51,112,144,153,168],"novel":[6],"cooperative":[7,52],"relay-based":[8],"resource":[9,125],"and":[10,22,82,124,132,152,185],"learning":[11,20],"optimization":[12,114],"(CRRLO)":[13],"scheme":[14,181],"that":[15,177],"extends":[16],"device":[17],"connectivity,":[18],"balances":[19],"contributions,":[21],"coordinates":[23],"communication":[24,40,123],"resources":[25],"to":[26,70,73,100,105,140,191,194],"mitigate":[27],"the":[28,74,79,106,178],"negative":[29],"impact":[30],"of":[31,44],"intermittent":[32],"participation":[33],"on":[34],"FL":[35,119],"performance":[36],"caused":[37],"by":[38,127,189],"unreliable":[39],"in":[41],"Industrial":[42],"Internet":[43],"Things":[45],"(IIoT)":[46],"environments.":[47],"After":[48],"local":[49],"training,":[50],"aggregation":[53,98,133],"stage":[54],"is":[55,138,147,157],"proposed,":[56],"where":[57],"fully":[58],"connected":[59],"device-to-device":[60],"(D2D)":[61],"relaying":[62],"enables":[63],"devices":[64],"with":[65,87],"failed":[66],"device-to-server":[67],"(D2S)":[68],"transmissions":[69],"still":[71],"contribute":[72],"global":[75,107],"model,":[76],"while":[77],"avoiding":[78],"transmission":[80,130,199],"burden":[81],"relay":[83],"selection":[84],"issues":[85],"associated":[86],"single-relay":[88],"strategies.":[89],"To":[90],"further":[91],"ensure":[92],"unbiased":[93],"aggregation,":[94],"produce":[96],"reliability-driven":[97],"weights":[99],"calibrate":[101],"each":[102],"device\u2019s":[103],"contribution":[104],"update.":[108],"We":[109],"then":[110],"formulate":[111],"joint":[113],"problem":[115],"aimed":[116],"at":[117],"improving":[118],"convergence":[120,184],"rate":[121],"under":[122,197],"constraints":[126],"co-optimizing":[128],"blocklength,":[129],"power,":[131],"weights.":[134],"An":[135],"iterative":[136],"algorithm":[137],"designed":[139],"determine":[141],"blocklength":[142],"bounds,":[143],"low-complexity":[145],"method":[146],"developed":[148],"for":[149,159],"power":[150],"optimization,":[151],"convex":[154],"relaxation":[155],"approach":[156],"adopted":[158],"weight":[160],"adjustment.":[161],"These":[162],"subproblems":[163],"are":[164],"alternately":[165],"solved":[166],"using":[167],"block":[169],"coordinate":[170],"descent":[171],"(BCD)":[172],"method.":[173],"Simulation":[174],"results":[175],"demonstrate":[176],"proposed":[179],"CRRLO":[180],"significantly":[182],"accelerates":[183],"improves":[186],"test":[187],"accuracy":[188],"up":[190],"24.33%":[192],"compared":[193],"baseline":[195],"schemes":[196],"high":[198],"error":[200],"probability.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-12-23T00:00:00"}