{"id":"https://openalex.org/W3178697064","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473672","title":"Joint Communication-Learning Design for RIS-Assisted Federated Learning","display_name":"Joint Communication-Learning Design for RIS-Assisted Federated Learning","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3178697064","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473672","mag":"3178697064"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops50388.2021.9473672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5119011911","display_name":"Hang Liu","orcid":"https://orcid.org/0009-0001-2928-1040"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hang Liu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063946480","display_name":"Xiaojun Yuan","orcid":"https://orcid.org/0000-0002-0433-6535"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Yuan","raw_affiliation_strings":["Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004874287","display_name":"Ying\u2013Jun Angela Zhang","orcid":"https://orcid.org/0000-0002-7304-6849"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ying-Jun Angela Zhang","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.256,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92994198,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9997000098228455,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9997000098228455,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9951000213623047,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9936000108718872,"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":0.8342968225479126},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7265782952308655},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7156012058258057},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6452938914299011},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5829033255577087},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5476884841918945},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5406851172447205},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4473966360092163},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43502023816108704},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4348081350326538},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.42304015159606934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3788796067237854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3284173309803009},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3200303018093109},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2280515730381012},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2081146240234375},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10712370276451111},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09286972880363464},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08935195207595825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8342968225479126},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7265782952308655},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7156012058258057},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6452938914299011},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5829033255577087},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5476884841918945},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5406851172447205},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4473966360092163},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43502023816108704},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4348081350326538},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.42304015159606934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3788796067237854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3284173309803009},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3200303018093109},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2280515730381012},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2081146240234375},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10712370276451111},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09286972880363464},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08935195207595825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops50388.2021.9473672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":24,"referenced_works":["https://openalex.org/W1974661392","https://openalex.org/W2159022918","https://openalex.org/W2530417694","https://openalex.org/W2541884796","https://openalex.org/W2750384547","https://openalex.org/W2914275007","https://openalex.org/W2981138228","https://openalex.org/W2984937369","https://openalex.org/W2997661092","https://openalex.org/W2999074226","https://openalex.org/W3003257820","https://openalex.org/W3004277316","https://openalex.org/W3009554119","https://openalex.org/W3088898206","https://openalex.org/W3103145119","https://openalex.org/W3104300639","https://openalex.org/W3132919426","https://openalex.org/W3167689670","https://openalex.org/W4230167402","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6743688258","https://openalex.org/W6772546502","https://openalex.org/W6786856795"],"related_works":["https://openalex.org/W3116709161","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379"],"abstract_inverted_index":{"To":[0,24],"exploit":[1],"massive":[2],"amounts":[3],"of":[4,43,53,78,145],"data":[5,111],"at":[6],"mobile":[7],"edge":[8,57],"networks,":[9],"federated":[10],"learning":[11,105],"(FL)":[12],"has":[13,35],"been":[14,36],"proposed":[15,147],"as":[16,75],"an":[17],"attractive":[18],"substitute":[19],"for":[20],"centralized":[21],"machine":[22],"learning.":[23],"improve":[25],"the":[26,51,63,68,71,79,87,95,104,143,146,151,156,159],"communication":[27,54,160],"efficiency":[28],"in":[29,66,98],"FL":[30,60],"model":[31,46,80,114],"aggregation,":[32],"over-the-air":[33,59,99,130],"computation":[34],"introduced":[37],"to":[38,50,93,125,141],"support":[39],"a":[40,76,120],"large":[41],"number":[42],"simultaneous":[44],"local":[45],"uploading.":[47],"However,":[48],"due":[49],"heterogeneity":[52],"capacities":[55],"among":[56],"devices,":[58],"suffers":[61],"from":[62,158],"straggler":[64,96],"issue":[65,97],"which":[67],"device":[69,109,128],"with":[70,150],"weakest":[72],"channel":[73],"acts":[74],"bottleneck":[77],"aggregation.":[81],"In":[82],"this":[83],"paper,":[84],"we":[85,102,118,137],"leverage":[86],"reconfigurable":[88],"intelligent":[89],"surface":[90],"(RIS)":[91],"technology":[92],"relieve":[94],"FL.":[100],"First,":[101],"analyze":[103],"convergence":[106],"behavior":[107],"under":[108],"selection":[110],"loss":[112],"and":[113,132],"aggregation":[115],"error.":[116],"Then,":[117],"formulate":[119],"unified":[121],"communication-learning":[122],"design":[123,148],"problem":[124],"jointly":[126],"optimize":[127],"selection,":[129],"transceivers,":[131],"RIS":[133],"phase":[134],"shifts.":[135],"Finally,":[136],"use":[138],"numerical":[139],"experiments":[140],"show":[142],"superiority":[144],"compared":[149],"state-of-the-art":[152],"solution":[153],"that":[154],"optimizes":[155],"system":[157],"aspect":[161],"only.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
