{"id":"https://openalex.org/W4411171939","doi":"https://doi.org/10.1109/tccn.2025.3578472","title":"Efficient Federated Edge Learning With ADMM Over RIS Empowered Wireless Channels","display_name":"Efficient Federated Edge Learning With ADMM Over RIS Empowered Wireless Channels","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4411171939","doi":"https://doi.org/10.1109/tccn.2025.3578472"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2025.3578472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3578472","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5054495150","display_name":"Heju Li","orcid":"https://orcid.org/0000-0002-4889-8978"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heju Li","raw_affiliation_strings":["College of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4889-8978","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431222","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0002-2974-0972"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["College of Electronics and Information Engineering, and the Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","College of Electronics and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2974-0972","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, and the Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075806425","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0001-7090-8653"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":["School of Computer Science, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7090-8653","affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianquan Liu","orcid":"https://orcid.org/0009-0002-7266-5303"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianquan Liu","raw_affiliation_strings":["50th Research Institute, China Electronics Technology Group Corporation, Shanghai, China","50th Research Institute of China Electronics Technology Group Corporation, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0002-7266-5303","affiliations":[{"raw_affiliation_string":"50th Research Institute, China Electronics Technology Group Corporation, Shanghai, China","institution_ids":["https://openalex.org/I2800372957"]},{"raw_affiliation_string":"50th Research Institute of China Electronics Technology Group Corporation, Shanghai, China","institution_ids":["https://openalex.org/I2800372957"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100414485","display_name":"Ying Li","orcid":"https://orcid.org/0000-0003-4968-4100"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["Department of New Networks, Peng Cheng Laboratory, Shenzhen, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of New Networks, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09550956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1107","last_page":"1124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9976000189781189,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9975000023841858,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9886000156402588,"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":0.849341869354248},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6136942505836487},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6089688539505005},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5083557963371277},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.43903297185897827},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4261086583137512},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3223114013671875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.849341869354248},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6136942505836487},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6089688539505005},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5083557963371277},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.43903297185897827},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4261086583137512},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3223114013671875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2025.3578472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3578472","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G2884988689","display_name":null,"funder_award_id":"62271352","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2919620667","display_name":null,"funder_award_id":"U21A20452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3355585848","display_name":null,"funder_award_id":"U20A20156","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5001507782","display_name":null,"funder_award_id":"22120250094","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"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":43,"referenced_works":["https://openalex.org/W2113642685","https://openalex.org/W2891191577","https://openalex.org/W2967314080","https://openalex.org/W2969424089","https://openalex.org/W2982409974","https://openalex.org/W2995554704","https://openalex.org/W2999074226","https://openalex.org/W3006403513","https://openalex.org/W3021654819","https://openalex.org/W3047532379","https://openalex.org/W3086073975","https://openalex.org/W3090615085","https://openalex.org/W3090699061","https://openalex.org/W3106758637","https://openalex.org/W3108590825","https://openalex.org/W3133803846","https://openalex.org/W3144465352","https://openalex.org/W3162819349","https://openalex.org/W3167689670","https://openalex.org/W3188102017","https://openalex.org/W3193749313","https://openalex.org/W3199708577","https://openalex.org/W3202461677","https://openalex.org/W3203789000","https://openalex.org/W3211531747","https://openalex.org/W4221152660","https://openalex.org/W4221158003","https://openalex.org/W4223494531","https://openalex.org/W4224443907","https://openalex.org/W4250589301","https://openalex.org/W4281638644","https://openalex.org/W4285119871","https://openalex.org/W4312051013","https://openalex.org/W4318189468","https://openalex.org/W4319990487","https://openalex.org/W4319992745","https://openalex.org/W4320015823","https://openalex.org/W4382317683","https://openalex.org/W4385694555","https://openalex.org/W4385819926","https://openalex.org/W4385834485","https://openalex.org/W4388052977","https://openalex.org/W4402508755"],"related_works":["https://openalex.org/W2052899165","https://openalex.org/W2008562718","https://openalex.org/W304855073","https://openalex.org/W1495971547","https://openalex.org/W2067604523","https://openalex.org/W2602089430","https://openalex.org/W938111471","https://openalex.org/W2511882081","https://openalex.org/W2154510413","https://openalex.org/W2386935432"],"abstract_inverted_index":{"As":[0],"a":[1,21,189,195,223],"prominent":[2],"and":[3,45,73,108,151,165,187,215],"appealing":[4],"paradigm,":[5],"federated":[6],"edge":[7,25,106],"learning":[8],"(FEEL)":[9],"aims":[10],"to":[11,70,85,159,204,233],"sidestep":[12],"sensitive":[13],"information":[14],"transfer":[15],"by":[16,123],"orchestrating":[17],"collaborative":[18],"training":[19,137,180],"across":[20],"multitude":[22],"of":[23,32,40,56,94,101,139,147,178,182,197],"distributed":[24],"devices.":[26],"This":[27],"approach":[28,231],"overcomes":[29],"the":[30,38,52,82,88,95,99,109,118,136,140,145,154,163,166,179,183,206,210,216,229],"shortcomings":[31],"centralized":[33],"machine":[34],"learning,":[35],"particularly":[36],"in":[37,92,131,144],"realms":[39],"resource":[41,191],"constraints,":[42],"latency":[43],"requirements,":[44],"privacy":[46],"concerns.":[47],"Within":[48],"current":[49],"FEEL":[50,90,142,185],"algorithms,":[51],"alternating":[53],"direction":[54],"method":[55],"multipliers":[57],"(ADMM)":[58],"stands":[59],"out":[60],"as":[61],"an":[62,173],"emerging":[63],"enabling":[64],"technique,":[65],"which":[66,112],"has":[67],"been":[68],"confirmed":[69],"be":[71],"communication-efficient":[72],"exhibits":[74],"linear":[75],"convergence":[76,175],"under":[77],"very":[78],"mild":[79],"conditions.":[80],"Nevertheless,":[81],"significant":[83,224],"premise":[84],"effectively":[86],"implement":[87],"ADMM-based":[89,141,184],"system":[91,143],"most":[93],"prior":[96],"works":[97],"is":[98,113,201],"assumption":[100],"ideal":[102],"parameter":[103,110],"exchange":[104],"between":[105],"devices":[107],"server,":[111],"extremely":[114],"unrealistic":[115],"arising":[116],"from":[117],"unfavorable":[119],"propagation":[120],"deviation":[121],"caused":[122],"wireless":[124,149],"channels.":[125],"To":[126],"this":[127,132],"end,":[128],"we":[129,170],"focus":[130],"paper":[133],"on":[134],"analyzing":[135],"performance":[138,181,225],"presence":[146],"noisy":[148],"channels,":[150],"accordingly":[152],"deploy":[153],"reconfigurable":[155],"intelligent":[156],"surface":[157],"(RIS)":[158],"simultaneously":[160],"assist":[161],"both":[162],"uplink":[164,207],"downlink":[167,217],"transmission.":[168],"Specifically,":[169],"innovatively":[171],"present":[172],"explicit":[174],"upper":[176],"bound":[177],"system,":[186],"subsequently,":[188],"joint":[190],"optimization":[192],"problem":[193],"with":[194,228],"constraint":[196],"maximum":[198],"communication":[199],"delay":[200],"further":[202],"established":[203],"optimize":[205],"transmission":[208],"design,":[209],"shared":[211],"RIS":[212],"phase":[213],"configuration,":[214],"broadcast":[218],"beamforming.":[219],"Simulation":[220],"results":[221],"validate":[222],"enhancement":[226],"achieved":[227],"proposed":[230],"compared":[232],"existing":[234],"solutions.":[235]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}