{"id":"https://openalex.org/W4296437442","doi":"https://doi.org/10.1109/tvt.2022.3207916","title":"Uplink and Downlink Decoupled 5G/B5G Vehicular Networks: A Federated Learning Assisted Client Selection Method","display_name":"Uplink and Downlink Decoupled 5G/B5G Vehicular Networks: A Federated Learning Assisted Client Selection Method","publication_year":2022,"publication_date":"2022-09-19","ids":{"openalex":"https://openalex.org/W4296437442","doi":"https://doi.org/10.1109/tvt.2022.3207916"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3207916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3207916","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5100442026","display_name":"Tingting Liu","orcid":"https://orcid.org/0000-0002-7649-2385"},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]},{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Liu","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China","School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","School of Information and Communication Engineering, Nanjing Institute of Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7649-2385","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"School of Information and Communication Engineering, Nanjing Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I2799736854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043286765","display_name":"Haibo Zhou","orcid":"https://orcid.org/0000-0002-6549-8917"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Zhou","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6549-8917","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100691319","display_name":"Jun Li","orcid":"https://orcid.org/0000-0002-6239-2922"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6239-2922","affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044969631","display_name":"Feng Shu","orcid":"https://orcid.org/0000-0003-0073-1965"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Shu","raw_affiliation_strings":["School of Information and Communication Engineering, Hainan University, Haikou, China"],"raw_orcid":"https://orcid.org/0000-0003-0073-1965","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1373,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92541858,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"72","issue":"2","first_page":"2280","last_page":"2292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9979000091552734,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9969000220298767,"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/telecommunications-link","display_name":"Telecommunications link","score":0.8998494148254395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7303123474121094},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6362765431404114},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5443344712257385},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5215373039245605},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5098809003829956},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46109190583229065},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4498528242111206},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33028659224510193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1661975085735321}],"concepts":[{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.8998494148254395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303123474121094},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6362765431404114},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5443344712257385},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5215373039245605},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5098809003829956},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46109190583229065},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4498528242111206},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33028659224510193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1661975085735321},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2022.3207916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3207916","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G14048707","display_name":null,"funder_award_id":"62171217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2276391916","display_name":"\u4e0b\u4e00\u4ee3\u5f02\u6784\u8702\u7a9d\u7f51\u7edc\u4e2d\u9762\u5411\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u67b6\u6784\u7684\u8ba1\u7b97\u8fc1\u79fb\u6280\u672f\u7814\u7a76","funder_award_id":"61872184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4215931019","display_name":null,"funder_award_id":"2021M691540","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4704202687","display_name":null,"funder_award_id":"CNS-2107216","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G5420527877","display_name":"\u65e0\u4eba\u673a\u534f\u540c\u7f51\u7edc\u4e2d\u57fa\u4e8e\u65b9\u5411\u8c03\u5236\u7684\u9690\u853d\u5b89\u5168\u4f20\u8f93\u65b9\u6cd5\u4e0e\u7406\u8bba\u7814\u7a76","funder_award_id":"61972093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6351160237","display_name":null,"funder_award_id":"62271244","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G653517181","display_name":"\u9762\u5411\u670d\u52a1\u76845G\u53ef\u91cd\u6784\u8f66\u8054\u7f51\u7edc\u8d44\u6e90\u52a8\u6001\u7ba1\u7406\u6280\u672f\u7814\u7a76","funder_award_id":"61871211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7227091334","display_name":null,"funder_award_id":"30921013104","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7701723719","display_name":"\u6df7\u5408\u6a21\u62df\u6570\u5b57\u7ed3\u6784\u7a7a\u95f4\u8c03\u5236\u65e0\u7ebf\u7f51\u7edc\u5b89\u5168\u4f20\u8f93\u7406\u8bba\u4e0e\u6280\u672f\u7814\u7a76","funder_award_id":"62071234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951235337","display_name":null,"funder_award_id":"CNS-2128368","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1511241204","https://openalex.org/W2023835067","https://openalex.org/W2054692642","https://openalex.org/W2080895423","https://openalex.org/W2103972037","https://openalex.org/W2116175219","https://openalex.org/W2134245553","https://openalex.org/W2336650964","https://openalex.org/W2343448572","https://openalex.org/W2463672542","https://openalex.org/W2562947506","https://openalex.org/W2798720628","https://openalex.org/W2917367230","https://openalex.org/W2944495628","https://openalex.org/W2962804345","https://openalex.org/W2963096242","https://openalex.org/W2964067911","https://openalex.org/W2973372523","https://openalex.org/W2989596860","https://openalex.org/W2989703019","https://openalex.org/W3001299093","https://openalex.org/W3001774639","https://openalex.org/W3021654819","https://openalex.org/W3023574229","https://openalex.org/W3038426846","https://openalex.org/W3045027907","https://openalex.org/W3082239611","https://openalex.org/W3093755649","https://openalex.org/W3095593352","https://openalex.org/W3102449016","https://openalex.org/W3105066943","https://openalex.org/W3105122387","https://openalex.org/W3109504587","https://openalex.org/W3110962653","https://openalex.org/W3120626278","https://openalex.org/W3131796779","https://openalex.org/W3158003593","https://openalex.org/W3158350046","https://openalex.org/W3160246415","https://openalex.org/W3174661481","https://openalex.org/W3187661226","https://openalex.org/W3207792845","https://openalex.org/W3210303814","https://openalex.org/W4205354047","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W4365807906","https://openalex.org/W2157864637","https://openalex.org/W4223416141","https://openalex.org/W2105999282","https://openalex.org/W790449367","https://openalex.org/W1922070205","https://openalex.org/W2136902318","https://openalex.org/W4302568799","https://openalex.org/W1482197907","https://openalex.org/W2303288554"],"abstract_inverted_index":{"Owning":[0],"to":[1,55,62,85,97,110,128,155,195,208],"the":[2,16,56,63,72,77,92,99,104,111,130,140,157,164,168,174,179,210,213,221,227,235,245],"powerful":[3],"support":[4],"of":[5,114,133,142,200,212,234],"5G/B5G":[6,42,107],"technologies,":[7],"it":[8,138],"is":[9],"promising":[10],"that,":[11],"in":[12,39,103,139,167,198,218],"a":[13,41,87,120,192],"vehicular":[14,36,44,236],"network,":[15,45],"ever-increasing":[17],"demands":[18],"for":[19],"artificial":[20],"intelligence":[21],"applications":[22],"along":[23],"with":[24],"privacy":[25],"concerns":[26],"can":[27,172,239],"be":[28,81,241],"fulfilled":[29],"by":[30,243],"introducing":[31],"federated":[32],"learning":[33,78,159,229],"(FL)":[34],"into":[35],"networks.":[37,108],"However,":[38],"such":[40],"cellular-based":[43],"distributed":[46],"clients,":[47],"i.e.,":[48,125],"vehicles,":[49],"usually":[50],"suffer":[51],"from":[52],"intermittent":[53],"connectivity":[54],"uplink":[57,115],"base":[58],"station":[59],"(BS)":[60],"due":[61],"small":[64],"cell":[65],"networking":[66],"and":[67,70,76,91,136,170,225],"their":[68],"mobility,":[69],"thereby":[71],"FL":[73,93,169,176,222,237],"execution":[74,89,223],"time":[75,90,224],"performance":[79,177],"cannot":[80],"guaranteed.":[82],"In":[83],"order":[84],"ensure":[86],"required":[88],"performance,":[94],"we":[95,117,190],"propose":[96,191],"investigate":[98],"client":[100,180,215],"selection":[101,181,216],"schemes":[102],"uplink-downlink":[105],"decoupled":[106],"Due":[109],"bursty":[112],"feature":[113],"transmissions,":[116],"first":[118],"incorporate":[119],"flexible":[121],"delay":[122,132,143],"analytical":[123],"tool,":[124],"martingale":[126],"theory,":[127],"characterize":[129],"access":[131],"each":[134],"vehicle,":[135],"represent":[137],"form":[141],"violation":[144],"probability.":[145],"Then,":[146],"given":[147],"an":[148],"energy":[149,202,232],"budget,":[150],"adjustable":[151],"parameters":[152],"are":[153,186,206],"optimized":[154],"maximize":[156],"global":[158],"performance.":[160,230],"Supposing":[161],"that":[162],"all":[163],"clients":[165,197],"participate":[166],"they":[171],"outperform":[173],"systematic":[175,228],"requirement,":[178],"methods":[182],"under":[183],"different":[184],"criteria":[185],"further":[187],"investigated.":[188],"Especially,":[189],"low-complexity":[193],"algorithm":[194],"select":[196],"terms":[199],"enhancing":[201],"efficiency.":[203],"Numerical":[204],"results":[205],"provided":[207],"demonstrate":[209],"effectiveness":[211],"proposed":[214,246],"method":[217],"both":[219],"guaranteeing":[220],"meeting":[226],"The":[231],"efficiency":[233],"system":[238],"also":[240],"enhanced":[242],"employing":[244],"method.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
