{"id":"https://openalex.org/W4361854546","doi":"https://doi.org/10.1109/jiot.2023.3263359","title":"The Node Selection Strategy for Federated Learning in UAV-Assisted Edge Computing Environment","display_name":"The Node Selection Strategy for Federated Learning in UAV-Assisted Edge Computing Environment","publication_year":2023,"publication_date":"2023-03-30","ids":{"openalex":"https://openalex.org/W4361854546","doi":"https://doi.org/10.1109/jiot.2023.3263359"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3263359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3263359","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5055279940","display_name":"Jingpan Bai","orcid":"https://orcid.org/0000-0003-1333-1493"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingpan Bai","raw_affiliation_strings":["School of Computer Science, Yangtze University, Jingzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1333-1493","affiliations":[{"raw_affiliation_string":"School of Computer Science, Yangtze University, Jingzhou, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036892893","display_name":"Yuan Chen","orcid":"https://orcid.org/0000-0002-6508-9187"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Chen","raw_affiliation_strings":["School of Computer Science, Yangtze University, Jingzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6508-9187","affiliations":[{"raw_affiliation_string":"School of Computer Science, Yangtze University, Jingzhou, China","institution_ids":["https://openalex.org/I177739611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177739611"],"apc_list":null,"apc_paid":null,"fwci":2.3794,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90145245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":"15","first_page":"13908","last_page":"13919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9894000291824341,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9855999946594238,"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":0.8792948126792908},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7851585149765015},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7320829629898071},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6680265665054321},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.644370436668396},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6244286298751831},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5388263463973999},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5106590390205383},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.45134609937667847},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4297027885913849},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4232731759548187},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.378073126077652},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37272459268569946},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36420851945877075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31617170572280884},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12234604358673096},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08758994936943054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8792948126792908},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7851585149765015},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7320829629898071},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6680265665054321},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.644370436668396},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6244286298751831},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5388263463973999},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5106590390205383},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.45134609937667847},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4297027885913849},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4232731759548187},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.378073126077652},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37272459268569946},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36420851945877075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31617170572280884},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12234604358673096},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08758994936943054},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3263359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3263359","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1967956032","https://openalex.org/W2151098288","https://openalex.org/W2798720628","https://openalex.org/W2913871603","https://openalex.org/W3016083407","https://openalex.org/W3016831025","https://openalex.org/W3029919085","https://openalex.org/W3040325268","https://openalex.org/W3048295601","https://openalex.org/W3080856920","https://openalex.org/W3089655738","https://openalex.org/W3090615085","https://openalex.org/W3105122387","https://openalex.org/W3109847748","https://openalex.org/W3112984084","https://openalex.org/W3118170459","https://openalex.org/W3121335503","https://openalex.org/W3127743396","https://openalex.org/W3140381130","https://openalex.org/W3168104141","https://openalex.org/W3170689564","https://openalex.org/W3185547071","https://openalex.org/W3201607315","https://openalex.org/W3211678249","https://openalex.org/W3215249070","https://openalex.org/W4285116888","https://openalex.org/W4285131458","https://openalex.org/W4293795158","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6788634390"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2127970246","https://openalex.org/W2084856301","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W3154796165","https://openalex.org/W2536304352","https://openalex.org/W1976941821"],"abstract_inverted_index":{"Recently,":[0],"edge":[1,20,30,96],"computing":[2,21,31,97],"plays":[3],"the":[4,14,17,25,43,58,66,71,79,83,86,117,120,123,128,148,155,163,168],"important":[5],"role":[6],"in":[7,93],"Internet":[8],"of":[9,19,88,132,167],"Things":[10],"(IoT).":[11],"However,":[12],"for":[13,34,55,171],"emergency":[15],"scenarios,":[16],"capacity":[18],"is":[22,32,50,62,106,112,140,152],"limited.":[23],"Thus,":[24],"unmanned":[26],"aerial":[27],"vehicle":[28],"(UAV)-assisted":[29],"introduced":[33],"IoT.":[35],"Meanwhile,":[36],"it":[37],"faces":[38,85],"privacy":[39],"disclosure":[40],"issues":[41],"that":[42],"data":[44,76,124],"generated":[45],"on":[46],"user":[47],"terminals":[48],"(UTs)":[49],"transmitted":[51],"to":[52,64,70,161],"edge/cloud":[53],"servers":[54],"processing.":[56],"So,":[57],"federated":[59],"learning":[60],"(FL)":[61],"adopted":[63],"train":[65],"model.":[67],"But":[68],"due":[69],"difference":[72],"between":[73],"UTs":[74],"or":[75],"quality,":[77],"and":[78,91,127,147,165],"dynamic":[80],"wireless":[81],"network,":[82],"FL":[84,104,109],"bottleneck":[87],"training":[89,110,145],"efficiency":[90,166],"accuracy":[92],"a":[94,102],"UAV-assisted":[95],"environment.":[98],"In":[99],"this":[100],"article,":[101],"three-layer":[103],"architecture":[105],"proposed.":[107],"The":[108,135],"process":[111],"optimized":[113],"by":[114,142],"jointly":[115],"optimizing":[116],"UT":[118],"selection,":[119,122,126],"UAV":[121],"set":[125],"wait":[129],"delay":[130],"selection":[131,150],"one-time":[133],"training.":[134],"convergence":[136],"gap":[137],"optimization":[138],"problem":[139],"built":[141],"analyzing":[143],"model":[144],"convergence,":[146],"node":[149],"algorithm":[151,170],"designed.":[153],"Finally,":[154],"extensive":[156],"simulation":[157],"experiments":[158],"are":[159],"conducted":[160],"verify":[162],"feasibility":[164],"proposed":[169],"FL.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
