{"id":"https://openalex.org/W4406322756","doi":"https://doi.org/10.1109/tvt.2024.3524337","title":"Robust UAV-Integrated Active STAR-RIS RSMA Networks: Analysis With Deep Learning Techniques","display_name":"Robust UAV-Integrated Active STAR-RIS RSMA Networks: Analysis With Deep Learning Techniques","publication_year":2025,"publication_date":"2025-01-13","ids":{"openalex":"https://openalex.org/W4406322756","doi":"https://doi.org/10.1109/tvt.2024.3524337"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2024.3524337","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3524337","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tvt.2024.3524337","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050941144","display_name":"Chandan Kumar Singh","orcid":"https://orcid.org/0000-0001-7148-6237"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Chandan Kumar Singh","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","CWC, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7148-6237","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"CWC, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001946715","display_name":"Deepak Kumar","orcid":"https://orcid.org/0000-0002-9116-1015"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Deepak Kumar","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","CWC, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9116-1015","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"CWC, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055603484","display_name":"Janne Lehtom\u00e4ki","orcid":"https://orcid.org/0000-0002-5081-1843"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne Lehtom\u00e4ki","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","CWC, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5081-1843","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"CWC, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034665130","display_name":"Zaheer Khan","orcid":"https://orcid.org/0000-0003-2951-5684"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Zaheer Khan","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","CWC, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2951-5684","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"CWC, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035872239","display_name":"Matti Latva\u2010aho","orcid":"https://orcid.org/0000-0002-6261-0969"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti Latva-Aho","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","CWC, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6261-0969","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"CWC, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047494900","display_name":"Prabhat K. Upadhyay","orcid":"https://orcid.org/0000-0001-7636-5469"},"institutions":[{"id":"https://openalex.org/I64295750","display_name":"Indian Institute of Technology Indore","ror":"https://ror.org/01hhf7w52","country_code":"IN","type":"education","lineage":["https://openalex.org/I64295750"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prabhat K. Upadhyay","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Indore, Indore, India","EE, Indian Institute of Technology Indore, Indore, India"],"raw_orcid":"https://orcid.org/0000-0001-7636-5469","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Indore, Indore, India","institution_ids":["https://openalex.org/I64295750"]},{"raw_affiliation_string":"EE, Indian Institute of Technology Indore, Indore, India","institution_ids":["https://openalex.org/I64295750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":47.0759,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.99743896,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"74","issue":"5","first_page":"8297","last_page":"8302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9922000169754028,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9922000169754028,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9815000295639038,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9696000218391418,"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":0.48959001898765564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3471304774284363},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34578973054885864},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.33227211236953735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48959001898765564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3471304774284363},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34578973054885864},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.33227211236953735}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2024.3524337","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3524337","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tvt.2024.3524337","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3524337","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1972485395","https://openalex.org/W3202460556","https://openalex.org/W3203387279","https://openalex.org/W3205171351","https://openalex.org/W4205940831","https://openalex.org/W4226087734","https://openalex.org/W4313001863","https://openalex.org/W4313067094","https://openalex.org/W4315473124","https://openalex.org/W4320713072","https://openalex.org/W4362683491","https://openalex.org/W4377715520","https://openalex.org/W4383220172","https://openalex.org/W4386322188","https://openalex.org/W4389459280","https://openalex.org/W4390576916","https://openalex.org/W4390873764","https://openalex.org/W4391936115","https://openalex.org/W4392251942","https://openalex.org/W4396853092"],"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":{"Active":[0],"simultaneously":[1],"transmitting":[2],"and":[3,9,22,63,77,90,95,130,142],"reflecting":[4],"reconfigurable":[5],"intelligent":[6],"surface":[7],"(A-STAR-RIS)":[8],"unmanned":[10],"aerial":[11],"vehicle":[12],"(UAV)":[13],"can":[14,34],"enhance":[15],"communication":[16],"channels":[17],"via":[18],"reduced":[19],"multiplicative":[20],"fading":[21,103],"flexible":[23],"deployment.":[24],"On":[25],"the":[26,47,113,127,144],"other":[27],"hand,":[28],"rate-splitting":[29],"multiple":[30],"access":[31],"(RSMA)":[32],"scheme":[33],"effectively":[35],"manage":[36],"interference":[37,80],"in":[38,53,61,92],"a":[39,54,119],"multi-user":[40],"setup.":[41],"In":[42],"this":[43],"context,":[44],"we":[45,67,106],"study":[46],"synergistic":[48],"advantages":[49,146],"of":[50],"these":[51,140],"technologies":[52],"robust":[55],"UAV-integrated":[56],"A-STAR-RIS":[57],"RSMA":[58],"network,":[59],"deployed":[60],"remote":[62],"disaster-stricken":[64],"areas.":[65],"Specifically,":[66],"consider":[68],"practical":[69],"impediments":[70],"such":[71],"as":[72],"co-channel":[73],"interference,":[74],"hardware":[75],"impairments,":[76],"imperfect":[78],"successive":[79],"cancellation.":[81],"We":[82,117],"derive":[83],"accurate":[84],"expressions":[85,110],"for":[86],"outage":[87],"probability":[88],"(OP)":[89],"throughput":[91],"both":[93],"delay-limited":[94],"delay-tolerant":[96],"modes":[97],"over":[98,147],"Nakagami-<inline-formula":[99],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[100],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[101],"notation=\"LaTeX\">$m$</tex-math></inline-formula>":[102],"channels.":[104],"Further,":[105],"obtain":[107],"asymptotic":[108],"OP":[109,129],"to":[111],"determine":[112],"achievable":[114],"diversity":[115],"order.":[116],"introduce":[118],"deep":[120],"neural":[121],"network":[122],"framework":[123],"that":[124],"efficiently":[125],"estimates":[126],"complex":[128],"ergodic":[131],"sum":[132],"rate":[133],"with":[134],"rapid":[135],"execution.":[136],"Our":[137],"simulations":[138],"validate":[139],"results":[141],"demonstrate":[143],"network's":[145],"traditional":[148],"relaying":[149],"systems.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
