{"id":"https://openalex.org/W4414188547","doi":"https://doi.org/10.1007/s40747-025-02087-1","title":"Multiple RIS-assisted federated learning system based on channel quality device selection algorithm","display_name":"Multiple RIS-assisted federated learning system based on channel quality device selection algorithm","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W4414188547","doi":"https://doi.org/10.1007/s40747-025-02087-1"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-02087-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02087-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02087-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02087-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102792044","display_name":"Yujun Cai","orcid":"https://orcid.org/0000-0002-3717-4771"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]},{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yujun Cai","raw_affiliation_strings":["School of Information and Engineering Communication, Communication University of China, Chaoyang, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Engineering Communication, Communication University of China, Chaoyang, Beijing, 100024, China","institution_ids":["https://openalex.org/I75689368","https://openalex.org/I4210164898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359975","display_name":"Shufeng Li","orcid":"https://orcid.org/0000-0002-3846-704X"},"institutions":[{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]},{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shufeng Li","raw_affiliation_strings":["School of Information and Engineering Communication, Communication University of China, Chaoyang, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Engineering Communication, Communication University of China, Chaoyang, Beijing, 100024, China","institution_ids":["https://openalex.org/I75689368","https://openalex.org/I4210164898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361599","display_name":"Jianbo Liu","orcid":"https://orcid.org/0000-0003-4392-1056"},"institutions":[{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]},{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Liu","raw_affiliation_strings":["School of Information and Engineering Communication, Communication University of China, Chaoyang, Beijing, 100024, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Engineering Communication, Communication University of China, Chaoyang, Beijing, 100024, China","institution_ids":["https://openalex.org/I75689368","https://openalex.org/I4210164898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069265493","display_name":"Xinruo Zhang","orcid":"https://orcid.org/0000-0002-1623-1749"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xinruo Zhang","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, UK","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101520621","display_name":"Xiaowei Shen","orcid":"https://orcid.org/0000-0002-3862-608X"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Shen","raw_affiliation_strings":["Qinghai Province Medium Wave Broadcasting Management Center, Xining, 810000, Qinghai, China"],"affiliations":[{"raw_affiliation_string":"Qinghai Province Medium Wave Broadcasting Management Center, Xining, 810000, Qinghai, China","institution_ids":["https://openalex.org/I116265982"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102792044"],"corresponding_institution_ids":["https://openalex.org/I4210164898","https://openalex.org/I75689368"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23321002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9995999932289124,"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":0.9995999932289124,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9868000149726868,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9772999882698059,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7469000220298767},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6349999904632568},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5899999737739563},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5465999841690063},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5418999791145325},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5414000153541565},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5056999921798706},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4571000039577484},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.45660001039505005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734000086784363},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7469000220298767},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6349999904632568},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5899999737739563},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5465999841690063},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5418999791145325},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5414000153541565},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5056999921798706},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4571000039577484},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.45660001039505005},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4526999890804291},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.4478999972343445},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4050999879837036},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4041999876499176},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.37950000166893005},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.37700000405311584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36980000138282776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3675000071525574},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34880000352859497},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.3292999863624573},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.3043999969959259},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.28110000491142273},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.26089999079704285},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25209999084472656},{"id":"https://openalex.org/C179145077","wikidata":"https://www.wikidata.org/wiki/Q5154130","display_name":"Communication complexity","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-02087-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02087-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02087-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2248809a554a43b3bc238f13dc85850d","is_oa":true,"landing_page_url":"https://doaj.org/article/2248809a554a43b3bc238f13dc85850d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 10, Pp 1-13 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-02087-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02087-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02087-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8166091873","display_name":null,"funder_award_id":"62371428","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414188547.pdf","grobid_xml":"https://content.openalex.org/works/W4414188547.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2950077417","https://openalex.org/W2969424089","https://openalex.org/W2975156709","https://openalex.org/W3009554119","https://openalex.org/W3088898206","https://openalex.org/W3132919426","https://openalex.org/W3133817254","https://openalex.org/W3133946656","https://openalex.org/W3166442783","https://openalex.org/W3167689670","https://openalex.org/W3188694394","https://openalex.org/W3195966034","https://openalex.org/W3214220005","https://openalex.org/W4283813341","https://openalex.org/W4361829815","https://openalex.org/W4367845585","https://openalex.org/W4394866253","https://openalex.org/W4400985481"],"related_works":[],"abstract_inverted_index":{"Machine":[0],"learning":[1,57],"has":[2,82],"been":[3,50],"introduced":[4],"to":[5,64,90,129],"assist":[6],"humans":[7],"in":[8,26,93,124,145],"handling":[9],"complex":[10],"computations":[11],"across":[12],"various":[13],"domains.":[14],"However,":[15],"concerns":[16],"about":[17],"inadequate":[18],"user":[19,66],"privacy":[20,67],"have":[21,49],"hindered":[22],"its":[23],"widespread":[24],"adoption":[25],"communication":[27,31,70,131],"systems.":[28],"To":[29],"enhance":[30],"efficiency":[32],"and":[33,45,68,150],"reduce":[34],"the":[35,76,125,142],"overhead":[36],"associated":[37],"with":[38,87],"machine":[39],"learning,":[40],"reconfigurable":[41],"intelligent":[42],"surfaces":[43],"(RIS)":[44],"over-the-air":[46,104],"computation":[47],"(AirComp)":[48],"utilized":[51],"as":[52,60],"supportive":[53],"technologies.":[54],"Simultaneously,":[55],"federated":[56],"(FL)":[58],"emerged":[59],"an":[61],"alternative":[62],"approach":[63],"preserve":[65],"mitigate":[69],"latency":[71],"issues":[72],"by":[73],"requiring":[74],"only":[75],"exchange":[77],"of":[78,147],"gradient":[79],"information.":[80],"Research":[81],"demonstrated":[83],"that":[84,107,137],"integrating":[85],"FL":[86,105],"RIS":[88],"leads":[89],"improved":[91],"performance":[92],"system":[94,106],"models.":[95],"In":[96],"this":[97],"context,":[98],"we":[99],"propose":[100],"a":[101,109],"multiple":[102],"RIS-assisted":[103],"incorporates":[108],"device":[110],"selection":[111],"algorithm":[112,118],"based":[113],"on":[114],"channel":[115,132],"quality.":[116],"This":[117],"identifies":[119],"optimal":[120],"devices":[121],"for":[122],"participation":[123],"training":[126],"process":[127],"according":[128],"their":[130],"conditions.":[133],"Simulation":[134],"results":[135],"confirm":[136],"our":[138],"proposed":[139],"model":[140],"outperforms":[141],"benchmark":[143],"designs":[144],"terms":[146],"test":[148],"accuracy":[149],"convergence":[151],"speed.":[152]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
