{"id":"https://openalex.org/W4393104961","doi":"https://doi.org/10.1109/mnet.2024.3380647","title":"Federated Learning in 6G Non-Terrestrial Network for IoT Services: From the Perspective of Perceptive Mobile Network","display_name":"Federated Learning in 6G Non-Terrestrial Network for IoT Services: From the Perspective of Perceptive Mobile Network","publication_year":2024,"publication_date":"2024-03-22","ids":{"openalex":"https://openalex.org/W4393104961","doi":"https://doi.org/10.1109/mnet.2024.3380647"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2024.3380647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3380647","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/A5050556544","display_name":"Junsheng Mu","orcid":"https://orcid.org/0000-0002-5352-8314"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junsheng Mu","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5352-8314","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102974426","display_name":"Yuanhao Cui","orcid":"https://orcid.org/0000-0001-6323-8559"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhao Cui","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6323-8559","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012295056","display_name":"Wenjiang Ouyang","orcid":"https://orcid.org/0000-0002-8674-0899"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjiang OUyang","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8674-0899","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066878475","display_name":"Zhaohui Yang","orcid":"https://orcid.org/0000-0002-4475-589X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Yang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4475-589X","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011236120","display_name":"Weijie Yuan","orcid":"https://orcid.org/0000-0002-2158-0046"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Yuan","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2158-0046","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027047483","display_name":"Xiaojun Jing","orcid":"https://orcid.org/0000-0003-2560-4364"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Jing","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2560-4364","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4473,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.92315406,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"38","issue":"4","first_page":"72","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12705","display_name":"Educational Reforms and Innovations","score":0.9297000169754028,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12705","display_name":"Educational Reforms and Innovations","score":0.9297000169754028,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13003","display_name":"Regional Development and Environment","score":0.9199000000953674,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13444","display_name":"Medical Research and Treatments","score":0.916100025177002,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7595371603965759},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5683372020721436},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.5440459251403809},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5222771167755127},{"id":"https://openalex.org/keywords/intelligent-network","display_name":"Intelligent Network","score":0.510667622089386},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4694710969924927},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4527492821216583},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.360338032245636},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.250997930765152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.161487877368927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7595371603965759},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5683372020721436},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.5440459251403809},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5222771167755127},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.510667622089386},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4694710969924927},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4527492821216583},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.360338032245636},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.250997930765152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.161487877368927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2024.3380647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3380647","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":[],"awards":[{"id":"https://openalex.org/G4194727248","display_name":null,"funder_award_id":"62301079","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2624989916","https://openalex.org/W2912213068","https://openalex.org/W2964254270","https://openalex.org/W3090615085","https://openalex.org/W3128989612","https://openalex.org/W3129932124","https://openalex.org/W3161976591","https://openalex.org/W3186952469","https://openalex.org/W3209455958","https://openalex.org/W3210635777","https://openalex.org/W3211270128","https://openalex.org/W3213070675","https://openalex.org/W4200232934","https://openalex.org/W4214885530","https://openalex.org/W4223626062"],"related_works":["https://openalex.org/W3121443510","https://openalex.org/W2069408381","https://openalex.org/W641058583","https://openalex.org/W1968055665","https://openalex.org/W2114457122","https://openalex.org/W2176179953","https://openalex.org/W1994232288","https://openalex.org/W4234564246","https://openalex.org/W4210416133","https://openalex.org/W1908265647"],"abstract_inverted_index":{"Recently,":[0],"federated":[1],"learning":[2],"(FL)":[3],"has":[4],"been":[5],"a":[6,110],"hotspot":[7],"for":[8,21,38,89,151],"its":[9],"capacity":[10],"of":[11,23,60,72,79,130,136],"data":[12],"privacy":[13],"protection":[14],"and":[15,35,49,84,103,112,121,132,153],"excellent":[16],"performance":[17],"under":[18],"few-shot":[19],"conditions":[20],"Internet":[22],"Things":[24],"(IoT)":[25],"services.":[26,62],"Meanwhile,":[27],"6G":[28],"non-terrestrial":[29],"network":[30,82],"(NTN)":[31],"brings":[32],"an":[33],"effective":[34],"affordable":[36],"option":[37],"enhancing":[39],"IoT":[40,61],"device":[41],"connectivity.":[42],"When":[43],"FL":[44,73,90,139,152],"meets":[45],"NTN,":[46],"various":[47],"challenges":[48,88],"opportunities":[50,95],"will":[51,147],"emerge":[52],"to":[53],"promote":[54],"technological":[55],"evolution":[56],"in":[57,74,140],"the":[58,69,77,86,116,128,134],"field":[59],"Motivated":[63],"by":[64],"this,":[65],"this":[66,145],"paper":[67,124],"investigates":[68],"present":[70],"situations":[71],"NTN":[75,126],"from":[76,98,127],"perspective":[78,129],"perceptive":[80],"mobile":[81],"(PMN),":[83],"discusses":[85],"open":[87],"assisted":[91,138],"PMN.":[92],"Additionally,":[93],"current":[94],"are":[96,119],"concluded":[97],"three":[99],"aspects,":[100],"including":[101],"sensing":[102,137],"communication":[104,155],"(S&C)":[105],"aided":[106],"learning,":[107],"S&C":[108],"as":[109],"task,":[111],"edge":[113],"intelligence.":[114],"Finally,":[115],"future":[117],"directions":[118],"exploited":[120],"analyzed.":[122],"This":[123],"overviews":[125],"PMN":[131],"proposes":[133],"framework":[135],"NTN.":[141],"We":[142],"hope":[143],"that":[144],"article":[146],"provide":[148],"some":[149],"inspirations":[150],"wireless":[154],"researchers.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
