{"id":"https://openalex.org/W3088898206","doi":"https://doi.org/10.1109/mnet.011.2000045","title":"Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface","display_name":"Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3088898206","doi":"https://doi.org/10.1109/mnet.011.2000045","mag":"3088898206"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.011.2000045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.2000045","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5100640657","display_name":"Kai Yang","orcid":"https://orcid.org/0000-0002-1360-8141"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Yang","raw_affiliation_strings":["ShanghaiTech University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022499594","display_name":"Yuanming Shi","orcid":"https://orcid.org/0000-0002-1418-7465"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanming Shi","raw_affiliation_strings":["ShanghaiTech University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041989556","display_name":"Yong Zhou","orcid":"https://orcid.org/0000-0002-7499-6256"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhou","raw_affiliation_strings":["ShanghaiTech University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048892464","display_name":"Zhanpeng Yang","orcid":"https://orcid.org/0000-0002-3656-9085"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanpeng Yang","raw_affiliation_strings":["ShanghaiTech University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034563456","display_name":"Liqun Fu","orcid":"https://orcid.org/0000-0002-5234-9429"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqun Fu","raw_affiliation_strings":["Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108049716","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-9066-1448"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.8385,"has_fulltext":false,"cited_by_count":195,"citation_normalized_percentile":{"value":0.9944364,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"5","first_page":"16","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9993000030517578,"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":0.9879999756813049,"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/computer-science","display_name":"Computer science","score":0.8151533603668213},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6510208249092102},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5015263557434082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47267255187034607},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.44639548659324646},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.43688642978668213},{"id":"https://openalex.org/keywords/attack-surface","display_name":"Attack surface","score":0.4103579521179199},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33978933095932007},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33070483803749084},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3239448368549347},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.2766987383365631},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.27306297421455383},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20423665642738342},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1818159818649292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8151533603668213},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6510208249092102},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5015263557434082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47267255187034607},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.44639548659324646},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.43688642978668213},{"id":"https://openalex.org/C2776576444","wikidata":"https://www.wikidata.org/wiki/Q303569","display_name":"Attack surface","level":2,"score":0.4103579521179199},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33978933095932007},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33070483803749084},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3239448368549347},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2766987383365631},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.27306297421455383},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20423665642738342},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1818159818649292},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.011.2000045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.2000045","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2786070938","https://openalex.org/W2898398693","https://openalex.org/W2912213068","https://openalex.org/W2950077417","https://openalex.org/W2962804345","https://openalex.org/W2969519626","https://openalex.org/W2972882814","https://openalex.org/W2979359324","https://openalex.org/W2981138228","https://openalex.org/W2982650630","https://openalex.org/W2990747873","https://openalex.org/W2999074226","https://openalex.org/W3006919779","https://openalex.org/W3009554119","https://openalex.org/W3034281970"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W1987128138","https://openalex.org/W2743976221","https://openalex.org/W1769094419"],"abstract_inverted_index":{"Intelligent":[0],"Internet":[1],"of":[2,11,31,37,114,149],"Things":[3],"(IoT)":[4],"will":[5],"be":[6],"transformative":[7],"with":[8,72],"the":[9,28,56,92,95,106,145,161,167,172],"advancement":[10],"artificial":[12,64],"intelligence":[13,65,90],"and":[14,49,63,102],"high-dimensional":[15],"data":[16,93,103],"analysis,":[17],"shifting":[18],"from":[19,91],"\"connected":[20,23],"things\"":[21],"to":[22,58,88,159],"intelligence.\"":[24],"This":[25],"shall":[26,128],"unleash":[27],"full":[29],"potential":[30],"intelligent":[32,140,154],"IoT":[33,141],"in":[34],"a":[35,83,111,150],"plethora":[36],"exciting":[38],"applications,":[39],"such":[40],"as":[41,82],"self-driving":[42],"cars,":[43],"unmanned":[44],"aerial":[45],"vehicles,":[46],"healthcare,":[47],"robotics,":[48],"supply":[50],"chain":[51],"finance.":[52],"These":[53],"applications":[54],"drive":[55],"need":[57],"develop":[59,129],"revolutionary":[60],"computation,":[61],"communication,":[62],"technologies":[66],"that":[67],"can":[68],"make":[69],"low-latency":[70],"decisions":[71],"massive":[73],"realtime":[74],"data.":[75],"To":[76],"this":[77,125],"end,":[78],"federated":[79,118,135],"machine":[80,119,136],"learning,":[81],"disruptive":[84],"technology,":[85],"has":[86],"emerged":[87],"distill":[89],"at":[94],"network":[96],"edge,":[97],"while":[98],"guaranteeing":[99],"device":[100],"privacy":[101],"security.":[104],"However,":[105],"limited":[107],"communication":[108],"bandwidth":[109],"is":[110,156],"key":[112],"bottleneck":[113],"model":[115,162],"aggregation":[116,163],"for":[117,139],"learning":[120,137],"over":[121],"radio":[122],"channels.":[123],"In":[124],"article,":[126],"we":[127],"an":[130],"overthe-":[131],"air":[132],"computation-based":[133],"communication-efficient":[134],"framework":[138],"networks":[142],"via":[143,165],"exploiting":[144],"waveform":[146],"superposition":[147],"property":[148],"multi-access":[151],"channel.":[152],"Reconfigurable":[153],"surface":[155],"further":[157],"leveraged":[158],"reduce":[160],"error":[164],"enhancing":[166],"signal":[168],"strength":[169],"by":[170],"reconfiguring":[171],"wireless":[173],"propagation":[174],"environments.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":41},{"year":2021,"cited_by_count":48},{"year":2020,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
