{"id":"https://openalex.org/W4289824408","doi":"https://doi.org/10.1109/mnet.104.2100615","title":"Federated Learning for Intelligent Transmission with Space-Air-Ground Integrated Network toward 6G","display_name":"Federated Learning for Intelligent Transmission with Space-Air-Ground Integrated Network toward 6G","publication_year":2022,"publication_date":"2022-08-05","ids":{"openalex":"https://openalex.org/W4289824408","doi":"https://doi.org/10.1109/mnet.104.2100615"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.104.2100615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.104.2100615","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/A5007662359","display_name":"Fengxiao Tang","orcid":"https://orcid.org/0000-0003-2414-4802"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fengxiao Tang","raw_affiliation_strings":["Central South University,China","Central South University, China"],"affiliations":[{"raw_affiliation_string":"Central South University,China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102196054","display_name":"Cong Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Wen","raw_affiliation_strings":["Central South University,China","Central South University, China"],"affiliations":[{"raw_affiliation_string":"Central South University,China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103279869","display_name":"Xuehan Chen","orcid":"https://orcid.org/0000-0002-8202-1774"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehan Chen","raw_affiliation_strings":["Central South University,China","Central South University, China"],"affiliations":[{"raw_affiliation_string":"Central South University,China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013311265","display_name":"Nei Kato","orcid":"https://orcid.org/0000-0001-8769-302X"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nei Kato","raw_affiliation_strings":["Tohoku University,Japan","Tohoku University, Japan"],"affiliations":[{"raw_affiliation_string":"Tohoku University,Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Tohoku University, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007662359"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":4.5732,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.95574492,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"37","issue":"2","first_page":"198","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9994999766349792,"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":0.9994999766349792,"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/T12042","display_name":"Satellite Communication Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.8445795774459839},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7233774065971375},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6876347064971924},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5488168597221375},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4920494258403778},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48080649971961975},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45808544754981995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20205500721931458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445795774459839},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7233774065971375},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6876347064971924},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5488168597221375},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4920494258403778},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48080649971961975},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45808544754981995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20205500721931458},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.104.2100615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.104.2100615","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":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2604436698","https://openalex.org/W2805161269","https://openalex.org/W2886485362","https://openalex.org/W2919170647","https://openalex.org/W2969519626","https://openalex.org/W2993809815","https://openalex.org/W3009823869","https://openalex.org/W3016146955","https://openalex.org/W3021654819","https://openalex.org/W3133401902","https://openalex.org/W3155413563","https://openalex.org/W3160229524","https://openalex.org/W3160851275","https://openalex.org/W3174306128"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061","https://openalex.org/W3089997100"],"abstract_inverted_index":{"The":[0],"future":[1],"intelligent":[2,46],"devices":[3],"requires":[4],"ultra-low":[5],"communication":[6],"delay":[7],"and":[8,29,42,54,62,75,97,109],"high":[9,55],"QoS":[10],"requirement":[11],"for":[12,45],"the":[13,39,51,59,72,89,107,128],"following":[14],"beyond-5G":[15],"network.":[16],"Space-air-ground":[17],"Integrated":[18],"Network":[19],"(SAGIN)":[20],"integrated":[21],"with":[22,95],"satellite":[23],"networks":[24,31],"in":[25,93,117,119,134,150],"space,":[26],"aerial":[27],"networks,":[28],"terrestrial":[30],"is":[32,80],"an":[33,81],"advanced":[34],"network":[35],"framework":[36],"to":[37,50,69,71,86],"expand":[38],"networking":[40],"overage":[41],"improve":[43],"connectivity":[44],"applications.":[47],"However,":[48],"due":[49],"heterogeneous":[52],"structure":[53],"dynamic":[56],"of":[57,99,113,121,131,142],"SAGIN,":[58,135],"resource":[60,90],"management":[61],"transmission":[63],"strategy":[64],"should":[65],"be":[66],"carefully":[67],"designed":[68],"adjust":[70],"unbalanced":[73],"resources":[74],"varying":[76],"environments.":[77],"Federated":[78],"learning":[79,84,116,133],"innovative":[82],"distributed":[83],"method":[85],"intelligently":[87],"manage":[88],"scheduling":[91],"problem":[92],"SAGIN":[94,118],"security":[96],"guarantee":[98],"user":[100],"privacy.":[101],"In":[102],"this":[103],"article,":[104],"we":[105,136],"introduce":[106],"advantages":[108],"potential":[110,129],"usage":[111],"directions":[112],"using":[114],"federated":[115,132,144],"terms":[120],"different":[122],"optimization":[123],"objectives.":[124],"To":[125],"better":[126],"illustrate":[127],"deployment":[130],"further":[137],"provide":[138],"a":[139,143],"case":[140],"study":[141],"reinforcement":[145],"learning-based":[146],"traffic":[147],"offloading":[148],"approach":[149],"SAGIN.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
