{"id":"https://openalex.org/W4285120086","doi":"https://doi.org/10.1109/tvt.2022.3172443","title":"Machine Learning-Empowered Beam Management for mmWave-NOMA in Multi-UAVs Networks","display_name":"Machine Learning-Empowered Beam Management for mmWave-NOMA in Multi-UAVs Networks","publication_year":2022,"publication_date":"2022-05-12","ids":{"openalex":"https://openalex.org/W4285120086","doi":"https://doi.org/10.1109/tvt.2022.3172443"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3172443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3172443","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/A5004355908","display_name":"Hui Gao","orcid":"https://orcid.org/0000-0003-0162-2445"},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Gao","raw_affiliation_strings":["Key Lab of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0162-2445","affiliations":[{"raw_affiliation_string":"Key Lab of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I4210139618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003150870","display_name":"Chenglu Jia","orcid":"https://orcid.org/0009-0000-0073-9700"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglu Jia","raw_affiliation_strings":["Communication Research Institute, vivo Mobile Communication Co., Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Research Institute, vivo Mobile Communication Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059494893","display_name":"Wenjun Xu","orcid":"https://orcid.org/0000-0001-8767-4742"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Xu","raw_affiliation_strings":["Key Lab of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8767-4742","affiliations":[{"raw_affiliation_string":"Key Lab of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chau Yuen","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9307-2120","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001714538","display_name":"Zhiyong Feng","orcid":"https://orcid.org/0000-0001-5322-222X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Feng","raw_affiliation_strings":["Key Lab of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5322-222X","affiliations":[{"raw_affiliation_string":"Key Lab of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011351180","display_name":"Yueming Lu","orcid":"https://orcid.org/0000-0003-3196-0349"},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueming Lu","raw_affiliation_strings":["Key Lab of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3196-0349","affiliations":[{"raw_affiliation_string":"Key Lab of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I4210139618"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.8405,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9763679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"71","issue":"8","first_page":"8487","last_page":"8502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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":0.9997000098228455,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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"}}],"keywords":[{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.7398582100868225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6788265705108643},{"id":"https://openalex.org/keywords/noma","display_name":"Noma","score":0.6402495503425598},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.48981019854545593},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.469717413187027},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.4461463987827301},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3554977774620056},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2580852210521698},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25592344999313354},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1439930498600006},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.09055420756340027}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7398582100868225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6788265705108643},{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.6402495503425598},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.48981019854545593},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.469717413187027},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.4461463987827301},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3554977774620056},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2580852210521698},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25592344999313354},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1439930498600006},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.09055420756340027}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2022.3172443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3172443","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":[],"awards":[{"id":"https://openalex.org/G1811992443","display_name":null,"funder_award_id":"61871057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5852264781","display_name":null,"funder_award_id":"61790553","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7876239827","display_name":"\u667a\u80fd\u53cd\u5c04\u9762\u8d4b\u80fd\u7684\u6beb\u7c73\u6ce2\u79fb\u52a8\u6027\u589e\u5f3a\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071071","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1432778544","https://openalex.org/W1522301498","https://openalex.org/W1906224694","https://openalex.org/W2011430131","https://openalex.org/W2013656382","https://openalex.org/W2091283109","https://openalex.org/W2165698076","https://openalex.org/W2258127536","https://openalex.org/W2327622231","https://openalex.org/W2562947506","https://openalex.org/W2604319603","https://openalex.org/W2759529277","https://openalex.org/W2767105570","https://openalex.org/W2791325163","https://openalex.org/W2793680280","https://openalex.org/W2798173918","https://openalex.org/W2807731816","https://openalex.org/W2808769300","https://openalex.org/W2892078410","https://openalex.org/W2896163024","https://openalex.org/W2896666719","https://openalex.org/W2898277434","https://openalex.org/W2902271053","https://openalex.org/W2906129482","https://openalex.org/W2907535948","https://openalex.org/W2909822783","https://openalex.org/W2912159494","https://openalex.org/W2912371381","https://openalex.org/W2914437179","https://openalex.org/W2917005045","https://openalex.org/W2943682041","https://openalex.org/W2951509903","https://openalex.org/W2957798391","https://openalex.org/W2962310916","https://openalex.org/W2962691384","https://openalex.org/W2962963771","https://openalex.org/W2962986212","https://openalex.org/W2963143119","https://openalex.org/W2963241516","https://openalex.org/W2963357004","https://openalex.org/W2963698325","https://openalex.org/W2963899602","https://openalex.org/W2964233833","https://openalex.org/W2965716521","https://openalex.org/W2969584435","https://openalex.org/W2972072389","https://openalex.org/W2972554461","https://openalex.org/W2990168612","https://openalex.org/W3002075129","https://openalex.org/W3005008925","https://openalex.org/W3006424994","https://openalex.org/W3013845883","https://openalex.org/W3034629262","https://openalex.org/W3036236003","https://openalex.org/W3036744684","https://openalex.org/W3038443657","https://openalex.org/W3046112085","https://openalex.org/W3049663264","https://openalex.org/W3090719189","https://openalex.org/W3101454826","https://openalex.org/W3104893541","https://openalex.org/W3120264515","https://openalex.org/W3124995158","https://openalex.org/W3196600164","https://openalex.org/W3211189031","https://openalex.org/W4211049957","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W3030525848","https://openalex.org/W2340639785","https://openalex.org/W4385197899","https://openalex.org/W3005957545","https://openalex.org/W4309235375","https://openalex.org/W2338497048","https://openalex.org/W4364360709","https://openalex.org/W2793816776","https://openalex.org/W2228005527","https://openalex.org/W2770984158"],"abstract_inverted_index":{"We":[0],"consider":[1],"a":[2,15,21,30,36,45,85,126,173],"mission-driven":[3,52],"multiple":[4,60],"unmanned":[5],"aerial":[6],"vehicles":[7],"(multi-UAVs)":[8],"network":[9],"with":[10,20,34,167],"millimeter-wave":[11],"(mmWave)":[12],"transmissions,":[13],"where":[14],"leader":[16],"UAV":[17,53],"(LUAV)":[18],"communicates":[19],"large":[22],"number":[23,38],"of":[24,39,79,141,188,202],"follower":[25],"UAVs":[26],"(FUAVs)":[27],"simultaneously":[28],"via":[29],"uniform":[31],"planar":[32],"array":[33],"only":[35,44],"limited":[37],"radio":[40],"frequency":[41],"chains.":[42],"Since":[43],"few":[46],"orthogonal":[47],"beams":[48,65],"are":[49,55],"available":[50],"and":[51,57,70,108],"networks":[54],"autonomous":[56],"delay-sensitive,":[58],"non-orthogonal":[59],"access":[61],"(NOMA)":[62],"over":[63],"these":[64,77],"is":[66,134,161,182],"considered":[67],"for":[68,95,147],"agility":[69],"efficiency.":[71],"In":[72],"particular,":[73],"aiming":[74],"to":[75,89,103,113,136,163,184],"address":[76],"challenges":[78],"highly":[80,192],"dynamic":[81,193],"mobility,":[82],"we":[83],"propose":[84],"machine":[86,129],"learning":[87],"framework":[88],"enable":[90],"agile":[91],"analog":[92,110],"beam":[93,100,106,205],"management":[94,101,206],"mmWave-NOMA":[96,115,148,165,189],"transmissions.":[97,149],"The":[98],"proposed":[99,135,162,183,204],"aims":[102],"achieve":[104],"efficient":[105],"tracking":[107],"NOMA-grouping-aware":[109,176],"beamforming":[111,179],"optimization":[112,180],"facilitate":[114,164],"transmissions":[116,166,190],"by":[117,151],"judiciously":[118],"utilizing":[119],"angular":[120,139],"domain":[121],"information":[122],"(ADI).":[123],"More":[124],"specifically,":[125],"Gaussian":[127],"process":[128],"learning-based":[130,175],"ADI":[131],"prediction":[132],"scheme":[133,160,181,207],"track":[137],"the":[138,153,186,199],"dynamics":[140],"FUAVs,":[142],"which":[143],"facilitates":[144],"fast":[145,177],"beam-tracking":[146],"Moreover,":[150],"exploiting":[152],"predicted":[154],"ADI,":[155],"an":[156],"unsupervised-learning-based":[157],"FUAV":[158],"grouping":[159],"high":[168],"radio-frequency":[169],"chain":[170],"efficiency,":[171],"while":[172],"deep":[174],"transmit":[178],"improve":[185],"coverage":[187],"in":[191],"multi-UAVs":[194],"networks.":[195],"Simulation":[196],"results":[197],"validate":[198],"performance":[200],"advantages":[201],"our":[203],"against":[208],"state-of-the-art":[209],"schemes.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
