{"id":"https://openalex.org/W4404563900","doi":"https://doi.org/10.1109/tvt.2024.3502792","title":"Deep Learning Based Energy-Efficient Hybird RSMA for UAV-Assisted mmWave Communications","display_name":"Deep Learning Based Energy-Efficient Hybird RSMA for UAV-Assisted mmWave Communications","publication_year":2024,"publication_date":"2024-11-20","ids":{"openalex":"https://openalex.org/W4404563900","doi":"https://doi.org/10.1109/tvt.2024.3502792"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2024.3502792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3502792","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/A5005823613","display_name":"Kehao Wang","orcid":"https://orcid.org/0000-0001-9843-8104"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kehao Wang","raw_affiliation_strings":["School of Information Engineering, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9843-8104","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104707227","display_name":"Y. J. Sun","orcid":"https://orcid.org/0009-0009-9370-5694"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingzhao Sun","raw_affiliation_strings":["School of Information Engineering, Wuhan University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030858163","display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"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":"Tony Q. S. Quek","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4037-3149","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005823613"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":2.7322,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92651301,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"74","issue":"3","first_page":"4625","last_page":"4638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9983000159263611,"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":0.9983000159263611,"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/T11946","display_name":"Antenna Design and Optimization","score":0.9947999715805054,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9908999800682068,"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":0.6040782332420349},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4997422695159912},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33633363246917725},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07184657454490662}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6040782332420349},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4997422695159912},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33633363246917725},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07184657454490662},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2024.3502792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3502792","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":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1693347154","display_name":null,"funder_award_id":"62371353","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3975062600","display_name":null,"funder_award_id":"62072133","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7965043138","display_name":null,"funder_award_id":"62172313","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2004294022","https://openalex.org/W2053521124","https://openalex.org/W2074086712","https://openalex.org/W2194775991","https://openalex.org/W2195833401","https://openalex.org/W2259391824","https://openalex.org/W2787255587","https://openalex.org/W2909191390","https://openalex.org/W2909794597","https://openalex.org/W2962883549","https://openalex.org/W3006143078","https://openalex.org/W3047617695","https://openalex.org/W3053960348","https://openalex.org/W3086007150","https://openalex.org/W3105354285","https://openalex.org/W4220953689","https://openalex.org/W4312265014","https://openalex.org/W4313476493","https://openalex.org/W4376456650","https://openalex.org/W4387249877","https://openalex.org/W4387831681","https://openalex.org/W4391235279","https://openalex.org/W4391326509","https://openalex.org/W4392121449","https://openalex.org/W4392397242","https://openalex.org/W4393032565","https://openalex.org/W4393305435","https://openalex.org/W4394939100","https://openalex.org/W4399768123","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"hybrid":[3,44,66,77,91],"rate-splitting":[4],"multiple":[5,25,183],"access":[6,184],"(RSMA)":[7],"in":[8],"unmanned":[9],"aerial":[10],"vehicle":[11],"(UAV)":[12],"assisted":[13],"millimeter-wave":[14],"(mmWave)":[15],"communication":[16,119],"network":[17],"(RSMA-UAV-MMWCN),":[18],"where":[19],"a":[20,38,48,76,107,125,154],"UAV":[21],"transmits":[22],"messages":[23],"to":[24,86,97,111,141],"ground":[26],"user":[27],"equipment":[28],"under":[29],"the":[30,54,62,88,98,130,134,137,144,150,169],"influence":[31],"of":[32,56,64,90,100,136],"an":[33],"external":[34],"jammer.":[35],"We":[36],"formulate":[37],"non-convex":[39,71],"joint":[40],"optimization":[41,79,138,145,174],"problem":[42],"involving":[43],"RSMA":[45,78,177],"matrices":[46],"and":[47,93,102,114,161,176],"common":[49],"rate":[50,162],"allocation":[51],"vector,":[52],"with":[53,133,149],"objective":[55,131],"maximizing":[57],"energy":[58],"efficiency":[59],"while":[60],"approaching":[61],"performance":[63],"ideal":[65],"RSMA.":[67],"Departing":[68],"from":[69],"traditional":[70,173],"problem-solving":[72],"methods,":[73,175],"we":[74,105,123,152],"introduce":[75],"scheme":[80],"based":[81],"on":[82],"deep":[83],"residual":[84],"networks":[85],"enhance":[87],"feasibility":[89],"precoding":[92],"decoding.":[94],"Initially,":[95],"due":[96],"absence":[99],"standardized":[101],"universal":[103],"datasets,":[104],"propose":[106],"dataset":[108],"generation":[109],"algorithm":[110,171],"create":[112],"training":[113],"testing":[115],"datasets":[116],"for":[117],"subsequent":[118],"model":[120],"training.":[121],"Subsequently,":[122],"construct":[124],"loss":[126],"function":[127,132],"that":[128,143,168],"integrates":[129],"constraints":[135],"problem.":[139],"Lastly,":[140],"ensure":[142],"variables":[146],"strictly":[147],"comply":[148],"constraints,":[151],"design":[153],"mandatory":[155],"constraint":[156,163],"module":[157],"comprising":[158],"modulus,":[159],"power,":[160],"sub-modules.":[164],"Simulation":[165],"results":[166],"demonstrate":[167],"proposed":[170],"surpasses":[172],"shows":[178],"significant":[179],"advantages":[180],"over":[181],"conventional":[182],"(MA)":[185],"schemes.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
