{"id":"https://openalex.org/W4403721930","doi":"https://doi.org/10.1109/jiot.2024.3486121","title":"Joint Resource Optimization for Federated Edge Learning With Integrated Sensing, Communication, and Computation","display_name":"Joint Resource Optimization for Federated Edge Learning With Integrated Sensing, Communication, and Computation","publication_year":2024,"publication_date":"2024-10-24","ids":{"openalex":"https://openalex.org/W4403721930","doi":"https://doi.org/10.1109/jiot.2024.3486121"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3486121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3486121","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/A5067550914","display_name":"Yipeng Liang","orcid":"https://orcid.org/0000-0002-5938-3611"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yipeng Liang","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5938-3611","affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019562814","display_name":"Qimei Chen","orcid":"https://orcid.org/0000-0003-2497-8911"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qimei Chen","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2497-8911","affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100616426","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0002-8533-1612"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8533-1612","affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":1.9449,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88272091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":"5","first_page":"5274","last_page":"5288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9977999925613403,"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":0.8568984270095825},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.7028236985206604},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.585932731628418},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.514979898929596},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5114675760269165},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4356958866119385},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4331839680671692},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41973063349723816},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3875637948513031},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.27371713519096375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8568984270095825},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7028236985206604},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.585932731628418},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.514979898929596},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5114675760269165},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4356958866119385},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4331839680671692},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41973063349723816},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3875637948513031},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.27371713519096375},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3486121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3486121","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":[{"id":"https://openalex.org/G772869359","display_name":null,"funder_award_id":"2023BCB041","funder_id":"https://openalex.org/F4320327827","funder_display_name":"Key Research and Development Project of Hainan Province"},{"id":"https://openalex.org/G7776905814","display_name":null,"funder_award_id":"2024030803010178","funder_id":"https://openalex.org/F4320334012","funder_display_name":"Science and Technology Development Plan of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320327827","display_name":"Key Research and Development Project of Hainan Province","ror":null},{"id":"https://openalex.org/F4320334012","display_name":"Science and Technology Development Plan of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2140227342","https://openalex.org/W2400861403","https://openalex.org/W2744599870","https://openalex.org/W2921434559","https://openalex.org/W2981138228","https://openalex.org/W3009716208","https://openalex.org/W3021654819","https://openalex.org/W3028318515","https://openalex.org/W3046522680","https://openalex.org/W3102816259","https://openalex.org/W3108590825","https://openalex.org/W3109847748","https://openalex.org/W3126686235","https://openalex.org/W3138364951","https://openalex.org/W3164900515","https://openalex.org/W3186051974","https://openalex.org/W3203503583","https://openalex.org/W3205462627","https://openalex.org/W3212066104","https://openalex.org/W3212941463","https://openalex.org/W3213161637","https://openalex.org/W3214015612","https://openalex.org/W3214330255","https://openalex.org/W4200234277","https://openalex.org/W4206529782","https://openalex.org/W4281713353","https://openalex.org/W4312772811","https://openalex.org/W4317794926","https://openalex.org/W4321618026","https://openalex.org/W4387869866","https://openalex.org/W6695676441","https://openalex.org/W6728757088","https://openalex.org/W6752191696","https://openalex.org/W6754143808","https://openalex.org/W6760214840"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2888483922","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W4396737233"],"abstract_inverted_index":{"Edge":[0,25,37,80],"artificial":[1],"intelligence":[2,10],"(AI)":[3],"is":[4,76,107,119,134,161,180,232],"an":[5,99,156],"emerging":[6],"solution":[7],"for":[8,79,137,182],"pervasive":[9],"service":[11],"in":[12,146,163],"future":[13],"6G":[14],"networks,":[15],"by":[16,122],"learning":[17,19,74,116,207,223],"machine":[18],"(ML)":[20],"models":[21,50,61],"at":[22],"network":[23],"edge.":[24],"AI":[26,81],"typically":[27],"consists":[28],"of":[29,111,125,148,169,209,281],"three":[30],"processes:":[31],"sensing,":[32],"communication,":[33],"and":[34,56,88,174,199,217,238,263,277],"computation":[35,54,177],"(SC\u00b2).":[36],"devices":[38],"first":[39],"collect":[40],"data":[41],"samples":[42],"through":[43,52,63],"the":[44,53,59,64,69,92,103,115,123,128,131,138,144,167,175,195,200,206,228,259,279],"sensing":[45,197],"process,":[46,55],"then":[47],"train":[48],"local":[49,60],"individually":[51],"finally":[57],"update":[58,262],"periodically":[62],"communication":[65,202],"process":[66],"to":[67,83,272],"obtain":[68],"global":[70],"model.":[71],"Federated":[72],"edge":[73],"(FEEL)":[75],"particularly":[77],"attractive":[78],"due":[82],"its":[84],"collaborative":[85],"ML":[86],"framework":[87],"privacy-enhancing":[89],"feature.":[90],"However,":[91],"research":[93],"FEEL":[94,159],"with":[95,222,243,254],"SC2":[96,157,170,250],"integration":[97],"remains":[98],"open":[100],"question.":[101],"On":[102,127],"one":[104],"hand,":[105,130],"there":[106],"still":[108],"a":[109,183,215,248],"lack":[110],"theoretical":[112,188,229,275],"insight":[113],"into":[114],"performance":[117,132,208,224],"that":[118],"jointly":[120,172],"influenced":[121],"processes":[124,168],"SC2.":[126],"other":[129],"evaluation":[133],"another":[135],"challenge":[136],"proposed":[139],"SC2-FEEL,":[140],"which":[141,192,231],"further":[142,213],"poses":[143],"difficulties":[145],"design":[147],"efficient":[149],"resource":[150,251],"allocation.":[151],"To":[152,241],"address":[153],"these":[154],"issues,":[155],"integrated":[158],"(SC2-FEEL)":[160],"investigated":[162],"this":[164,244],"article,":[165],"where":[166],"are":[171,190,270],"considered":[173],"over-the-air":[176],"(AirComp)":[178],"technique":[179],"employed":[181],"communication-efficient":[184],"model":[185],"aggregation.":[186],"First,":[187],"analyses":[189],"conducted,":[191],"reveals":[193],"both":[194],"sample":[196],"strategy":[198,253],"AirComp-induced":[201],"error":[203],"significant":[204],"affect":[205],"SC2-FEEL.":[210],"Then,":[211],"we":[212,246],"formulate":[214],"latency":[216],"energy":[218],"consumption":[219],"minimization":[220],"problem":[221],"guaranteed":[225],"based":[226,257],"on":[227,258],"results,":[230],"mixed":[233],"integer":[234],"nonlinear":[235],"programming":[236],"(MINLP)":[237],"dynamic":[239],"programming.":[240],"deal":[242],"problem,":[245],"propose":[247],"joint":[249],"optimization":[252,265],"low":[255],"complexity":[256],"block":[260],"coordinate":[261],"Lyapunov":[264],"framework.":[266],"Extensive":[267],"simulation":[268],"results":[269],"provided":[271],"validate":[273],"our":[274],"analysis,":[276],"demonstrate":[278],"effectiveness":[280],"developed":[282],"algorithm.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
