{"id":"https://openalex.org/W4406094082","doi":"https://doi.org/10.1109/twc.2024.3523381","title":"Integrated Sensing, Computation, and Communication for UAV-Assisted Federated Edge Learning","display_name":"Integrated Sensing, Computation, and Communication for UAV-Assisted Federated Edge Learning","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4406094082","doi":"https://doi.org/10.1109/twc.2024.3523381"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3523381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3523381","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Transactions on Wireless Communications","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/A5024378020","display_name":"Yao Tang","orcid":"https://orcid.org/0000-0001-6559-2199"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yao Tang","raw_affiliation_strings":["Department of Information Engineering, The Chinese University of Hong Kong (CUHK), Shatin, Hong Kong","Department of Information Engineering, Chinese University of Hong Kong (CUHK), Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-6559-2199","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, The Chinese University of Hong Kong (CUHK), Shatin, Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Information Engineering, Chinese University of Hong Kong (CUHK), Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004583148","display_name":"Guangxu Zhu","orcid":"https://orcid.org/0000-0001-9532-9201"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxu Zhu","raw_affiliation_strings":["Shenzhen Research Institute of Big Data, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9532-9201","affiliations":[{"raw_affiliation_string":"Shenzhen Research Institute of Big Data, Shenzhen, China","institution_ids":["https://openalex.org/I4210099586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013867024","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0001-9341-8382"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","National Mobile Communications Research Lab, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9341-8382","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National Mobile Communications Research Lab, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046928183","display_name":"Man Hon Cheung","orcid":"https://orcid.org/0000-0001-6971-0260"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Man Hon Cheung","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","Department of Computer Science, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-6971-0260","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018901692","display_name":"Tat-Ming Lok","orcid":"https://orcid.org/0000-0001-8563-224X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tat-Ming Lok","raw_affiliation_strings":["Department of Information Engineering, The Chinese University of Hong Kong (CUHK), Shatin, Hong Kong","Department of Information Engineering, Chinese University of Hong Kong (CUHK), Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-8563-224X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, The Chinese University of Hong Kong (CUHK), Shatin, Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Information Engineering, Chinese University of Hong Kong (CUHK), Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["School of Science and Engineering (SSE), the Future Network of Intelligence Institute (FNii), and Guangdong Provincial Key Laboratory of Future Networks of Intelligence, The Chinese University of Hong Kong at Shenzhen, Shenzhen, China","Peng Cheng Laboratory, China","School of Science and Engineering (SSE), the Future Network of Intelligence Institute (FNii), and the Guangdong Provincial Key Laboratory of Future Networks of Intelligence, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2608-775X","affiliations":[{"raw_affiliation_string":"School of Science and Engineering (SSE), the Future Network of Intelligence Institute (FNii), and Guangdong Provincial Key Laboratory of Future Networks of Intelligence, The Chinese University of Hong Kong at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Peng Cheng Laboratory, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Science and Engineering (SSE), the Future Network of Intelligence Institute (FNii), and the Guangdong Provincial Key Laboratory of Future Networks of Intelligence, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.5353,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96513385,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"24","issue":"4","first_page":"2647","last_page":"2662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9955999851226807,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9955999851226807,"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":0.9932000041007996,"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":0.9923999905586243,"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":0.8296776413917542},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6816400289535522},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4947147071361542},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4924536645412445},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4604097306728363},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.442844033241272},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4417673349380493},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3711177110671997},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2453383207321167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23663455247879028},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16198959946632385},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.119293212890625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8296776413917542},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6816400289535522},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4947147071361542},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4924536645412445},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4604097306728363},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.442844033241272},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4417673349380493},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3711177110671997},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2453383207321167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23663455247879028},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16198959946632385},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.119293212890625},{"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/twc.2024.3523381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3523381","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2788439015","display_name":null,"funder_award_id":"62371313","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3308008133","display_name":null,"funder_award_id":"14214822","funder_id":"https://openalex.org/F4320321917","funder_display_name":"General Secretariat for Research and Technology"},{"id":"https://openalex.org/G3780782039","display_name":null,"funder_award_id":"Project CUHK 14214822","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G5092299349","display_name":null,"funder_award_id":"2022A1515010109","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G6352250275","display_name":null,"funder_award_id":"62293482","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"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320321917","display_name":"General Secretariat for Research and Technology","ror":"https://ror.org/04yeh8h63"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1540764732","https://openalex.org/W2031834036","https://openalex.org/W2064076387","https://openalex.org/W2080399395","https://openalex.org/W2105847861","https://openalex.org/W2121616118","https://openalex.org/W2604830243","https://openalex.org/W2954377489","https://openalex.org/W2963433607","https://openalex.org/W2963638537","https://openalex.org/W2964018918","https://openalex.org/W2969519626","https://openalex.org/W2972882814","https://openalex.org/W3044274646","https://openalex.org/W3045898871","https://openalex.org/W3048295601","https://openalex.org/W3090615085","https://openalex.org/W3090837869","https://openalex.org/W3108590825","https://openalex.org/W3110989801","https://openalex.org/W3112984084","https://openalex.org/W3127743396","https://openalex.org/W3130992186","https://openalex.org/W3168104141","https://openalex.org/W3214015612","https://openalex.org/W3214330255","https://openalex.org/W4211236403","https://openalex.org/W4239927215","https://openalex.org/W4250589301","https://openalex.org/W4312772811","https://openalex.org/W4313043980","https://openalex.org/W4317794926","https://openalex.org/W4321618026","https://openalex.org/W6701249984","https://openalex.org/W6799646733","https://openalex.org/W6802464851"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W4385900567"],"abstract_inverted_index":{"Federated":[0],"edge":[1,12,21],"learning":[2],"(FEEL)":[3],"enables":[4],"privacy-preserving":[5],"model":[6],"training":[7,78,174,208],"through":[8],"periodic":[9],"communication":[10,44,60,221],"between":[11],"devices":[13,22],"and":[14,32,43,47,53,59,69,92,122,220,243,249,275],"the":[15,63,76,85,113,119,128,142,148,153,168,172,180,187,239,245],"server.":[16],"Unmanned":[17],"Aerial":[18],"Vehicle":[19],"(UAV)-mounted":[20],"are":[23,45],"particularly":[24],"advantageous":[25],"for":[26,49,95,127],"FEEL":[27,96,173],"due":[28],"to":[29,74,141,254],"their":[30],"flexibility":[31],"mobility":[33],"in":[34],"efficient":[35],"data":[36,138],"collection.":[37],"In":[38,80],"UAV-assisted":[39],"FEEL,":[40],"sensing,":[41,218],"computation,":[42,219],"coupled":[46],"compete":[48],"limited":[50],"onboard":[51],"resources,":[52],"UAV":[54,67,89,116,159,215],"deployment":[55,68,90,117],"also":[56],"affects":[57],"sensing":[58,120,129,144,150,155,181,199],"performance.":[61,79],"Therefore,":[62],"joint":[64,88],"design":[65,91],"of":[66,87,102,115,137,157,171,179],"resource":[70,93],"allocation":[71,94],"is":[72,160,281],"crucial":[73],"achieving":[75],"optimal":[77],"this":[81,203,232],"paper,":[82],"we":[83,146,166,205,237],"address":[84],"problem":[86,211],"via":[97],"a":[98,124,134,177,196,207,225],"concrete":[99],"case":[100],"study":[101],"human":[103],"motion":[104],"recognition":[105],"based":[106],"on":[107,118,202],"wireless":[108],"sensing.":[109],"We":[110],"first":[111],"analyze":[112],"impact":[114],"quality":[121,136],"identify":[123],"threshold":[125],"value":[126],"elevation":[130],"angle":[131],"that":[132,186,264],"guarantees":[133],"satisfactory":[135],"samples.":[139],"Due":[140],"non-ideal":[143],"channels,":[145],"consider":[147],"probabilistic":[149],"model,":[151],"where":[152],"successful":[154,198],"probability":[156],"each":[158],"determined":[161],"by":[162,212],"its":[163],"position.":[164],"Then,":[165],"derive":[167],"upper":[169],"bound":[170],"loss":[175],"as":[176],"function":[178],"probability.":[182,200],"Theoretical":[183],"results":[184,262],"suggest":[185],"convergence":[188,273],"rate":[189,274],"can":[190],"be":[191],"improved":[192],"if":[193],"UAVs":[194],"have":[195],"uniform":[197],"Based":[201],"analysis,":[204],"formulate":[206],"time":[209],"minimization":[210],"jointly":[213],"optimizing":[214],"deployment,":[216],"integrated":[217],"(ISCC)":[222],"resources":[223],"under":[224],"desirable":[226],"optimality":[227],"gap":[228],"constraint.":[229],"To":[230],"solve":[231],"challenging":[233],"mixed-integer":[234],"non-convex":[235],"problem,":[236],"apply":[238],"alternating":[240],"optimization":[241,251],"technique,":[242],"propose":[244],"bandwidth,":[246],"batch":[247],"size,":[248],"position":[250],"(BBPO)":[252],"scheme":[253,267],"optimize":[255],"these":[256],"three":[257],"decision":[258],"variables":[259],"alternately.":[260],"Simulation":[261],"demonstrate":[263],"our":[265],"BBPO":[266],"outperforms":[268],"other":[269],"baseline":[270],"schemes":[271],"regarding":[272],"testing":[276],"accuracy.":[277],"The":[278],"simulation":[279],"implementation":[280],"available":[282],"at":[283],"https://github.com/TheaSherlock/ISCC-UAV.":[284]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
