{"id":"https://openalex.org/W4392153492","doi":"https://doi.org/10.1109/globecom54140.2023.10437110","title":"Deep Learning-Based Resource Allocation in UAV-RIS-Aided Cell-Free Hybrid NOMA/OMA Networks","display_name":"Deep Learning-Based Resource Allocation in UAV-RIS-Aided Cell-Free Hybrid NOMA/OMA Networks","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392153492","doi":"https://doi.org/10.1109/globecom54140.2023.10437110"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437110","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-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/A5015440437","display_name":"Chong Huang","orcid":"https://orcid.org/0000-0002-0392-9398"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chong Huang","raw_affiliation_strings":["Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH"],"affiliations":[{"raw_affiliation_string":"Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012861792","display_name":"Gaojie Chen","orcid":"https://orcid.org/0000-0003-2978-0365"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gaojie Chen","raw_affiliation_strings":["Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH"],"affiliations":[{"raw_affiliation_string":"Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043983971","display_name":"Yun Wen","orcid":"https://orcid.org/0000-0002-4517-1773"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yun Wen","raw_affiliation_strings":["Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH"],"affiliations":[{"raw_affiliation_string":"Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020329725","display_name":"Zihuai Lin","orcid":"https://orcid.org/0000-0002-3299-0411"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zihuai Lin","raw_affiliation_strings":["School of Electrical and Information Engineering, University of Sydney,Australia,NSW 2006"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of Sydney,Australia,NSW 2006","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100701341","display_name":"Yue Xiao","orcid":"https://orcid.org/0000-0002-2127-8947"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Xiao","raw_affiliation_strings":["UESTC,National Key Laboratory of Science and Technology on Communications,China,611731"],"affiliations":[{"raw_affiliation_string":"UESTC,National Key Laboratory of Science and Technology on Communications,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002566516","display_name":"Pei Xiao","orcid":"https://orcid.org/0000-0002-7886-5878"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pei Xiao","raw_affiliation_strings":["Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH"],"affiliations":[{"raw_affiliation_string":"Institute for Communication Systems (ICS), University of Surrey,5GIC & 6GIC,United Kingdom,GU2 7XH","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015440437"],"corresponding_institution_ids":["https://openalex.org/I28290843"],"apc_list":null,"apc_paid":null,"fwci":0.6517,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69723626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5641","last_page":"5646"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9986000061035156,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9872000217437744,"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/noma","display_name":"Noma","score":0.9171245098114014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6924723982810974},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5234053730964661},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.44052591919898987},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35905903577804565},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3420508801937103},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.12320584058761597}],"concepts":[{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.9171245098114014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6924723982810974},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5234053730964661},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.44052591919898987},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35905903577804565},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3420508801937103},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.12320584058761597}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437110","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.44SUR_INST:11187140880002346","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2148622067","https://openalex.org/W2286275639","https://openalex.org/W2807553547","https://openalex.org/W2990747873","https://openalex.org/W3022363124","https://openalex.org/W3034281970","https://openalex.org/W3035049807","https://openalex.org/W3044817033","https://openalex.org/W3051352583","https://openalex.org/W3103057226","https://openalex.org/W3109039904","https://openalex.org/W3125788208","https://openalex.org/W3146827687","https://openalex.org/W3169591209","https://openalex.org/W3172115140","https://openalex.org/W3188286850","https://openalex.org/W3216949739","https://openalex.org/W4205295562","https://openalex.org/W4221161302","https://openalex.org/W4285284837","https://openalex.org/W4289535520","https://openalex.org/W4293143556","https://openalex.org/W4312597125","https://openalex.org/W4313037712","https://openalex.org/W4315473087","https://openalex.org/W4317515958","https://openalex.org/W4321021840","https://openalex.org/W4323022549"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W2153007255","https://openalex.org/W2362797233"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"a":[3],"deep":[4,71],"learning-based":[5],"algorithm":[6,75],"to":[7,56,78],"optimize":[8,57],"the":[9,45,58,65,80,89,94],"unmanned":[10],"aerial":[11],"vehicle":[12],"(UAV)":[13],"trajectory":[14,82],"and":[15,38,62],"reconfigurable":[16],"intelligent":[17],"surface":[18],"(RIS)":[19],"reflection":[20,36,60],"coefficients":[21],"in":[22,44,96],"UAV-RIS-aided":[23],"cell-free":[24],"(CF)":[25],"hybrid":[26],"non-orthogonal":[27],"multiple-access":[28,30],"(NOMA)/orthogonal":[29],"(OMA)":[31],"networks.":[32,99],"The":[33],"practical":[34],"RIS":[35,59],"model":[37],"user":[39],"grouping":[40],"optimization":[41,83],"are":[42],"considered":[43],"proposed":[46,55,90],"network.":[47],"A":[48],"double":[49],"cascade":[50],"correlation":[51],"network":[52],"(DCCN)":[53],"is":[54,76],"coefficients,":[61],"based":[63],"on":[64],"results":[66,86],"from":[67],"DCCN,":[68],"an":[69],"inverse-variance":[70],"reinforcement":[72],"learning":[73],"(IV-DRL)":[74],"introduced":[77],"address":[79],"UAV":[81],"problem.":[84],"Simulation":[85],"show":[87],"that":[88],"algorithms":[91],"significantly":[92],"improve":[93],"performance":[95],"UAV-RIS-assisted":[97],"CF":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}