{"id":"https://openalex.org/W4414405053","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162277","title":"Quantum DRL for UAV-RIS-aided Maritime Communications with 6G Digital Twin Applications","display_name":"Quantum DRL for UAV-RIS-aided Maritime Communications with 6G Digital Twin Applications","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414405053","doi":"https://doi.org/10.1109/iccworkshops67674.2025.11162277"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops67674.2025.11162277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162277","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071717934","display_name":"Sasinda C. Prabhashana","orcid":"https://orcid.org/0009-0000-6935-3195"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sasinda C. Prabhashana","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112959160","display_name":"Dang Van Huynh","orcid":"https://orcid.org/0000-0002-2314-4934"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dang Van Huynh","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049089848","display_name":"Trung Q. Duong","orcid":"https://orcid.org/0000-0002-4703-4836"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Trung Q. Duong","raw_affiliation_strings":["Memorial University,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130438778"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"396","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11429","display_name":"Semiconductor Lasers and Optical Devices","score":0.9729999899864197,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9704999923706055,"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/latency","display_name":"Latency (audio)","score":0.603600025177002},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.5192999839782715},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.4546999931335449},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4068000018596649},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.35019999742507935},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.3443000018596649},{"id":"https://openalex.org/keywords/computational-resource","display_name":"Computational resource","score":0.34290000796318054},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.34150001406669617},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.32359999418258667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6820999979972839},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.603600025177002},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.5192999839782715},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.4546999931335449},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36959999799728394},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.3443000018596649},{"id":"https://openalex.org/C127964446","wikidata":"https://www.wikidata.org/wiki/Q1092142","display_name":"Computational resource","level":3,"score":0.34290000796318054},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.32359999418258667},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.3165999948978424},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.2840000092983246},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.28110000491142273},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.26510000228881836},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2630000114440918},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.25220000743865967},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops67674.2025.11162277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops67674.2025.11162277","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W3048554691","https://openalex.org/W3175219873","https://openalex.org/W4285237823","https://openalex.org/W4312051031","https://openalex.org/W4312531397","https://openalex.org/W4312932456","https://openalex.org/W4366258763","https://openalex.org/W4380607242","https://openalex.org/W4383199388","https://openalex.org/W4386275825","https://openalex.org/W4388666055","https://openalex.org/W4389331917","https://openalex.org/W4397026548","https://openalex.org/W4408342255"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,24,40,49,110],"digital":[4],"twin":[5],"(DT)":[6],"framework":[7],"for":[8,89],"the":[9,28,72,115,146],"sixth-generation":[10],"(6G)":[11],"maritime":[12],"communication,":[13],"targeting":[14],"extreme":[15],"ultra-reliable":[16],"low-latency":[17],"communication":[18],"(xURLLC).":[19],"In":[20],"particular,":[21],"we":[22],"propose":[23],"DT":[25,73],"model,":[26],"where":[27],"physical":[29],"system":[30],"integrates":[31],"unmanned":[32],"aerial":[33],"vehicles":[34],"with":[35,79,94],"reconfigurable":[36],"intelligent":[37],"surfaces":[38],"and":[39,62,98,136,141],"high-altitude":[41],"platform":[42],"featuring":[43],"mobile":[44],"edge":[45],"computing.":[46],"We":[47],"formulate":[48],"nonlinear":[50],"programming":[51],"problem":[52],"to":[53,77,105],"minimize":[54],"total":[55],"xURLLC":[56],"user":[57],"latency":[58,140],"while":[59],"satisfying":[60],"energy":[61],"computational":[63],"constraints.":[64],"Quantum":[65],"proximal":[66],"policy":[67,116],"optimization":[68],"(Q-PPO)":[69],"employed":[70],"at":[71],"layer":[74],"is":[75],"adopted":[76],"cope":[78],"dynamic":[80],"network":[81],"conditions.":[82],"The":[83],"simulation":[84],"results":[85],"demonstrate":[86],"superior":[87],"performance":[88,121],"Q-PPO,":[90],"which":[91],"converges":[92],"rapidly":[93],"minimal":[95],"state":[96],"space":[97],"requires":[99],"fewer":[100],"iterations":[101],"per":[102],"episode":[103],"compared":[104],"classical":[106,124],"PPO.":[107,125],"Hybrid-Q-PPO,":[108],"incorporating":[109],"parameterized":[111],"quantum":[112],"circuit":[113],"within":[114],"network,":[117],"also":[118],"delivers":[119],"notable":[120],"enhancements":[122],"than":[123,132],"Moreover,":[126],"Q-PPO":[127,135],"achieves":[128],"higher":[129],"overall":[130],"rewards":[131],"Hybrid-Q-PPO.":[133],"Both":[134],"Hybrid-Q-PPO":[137],"significantly":[138],"reduce":[139],"improve":[142],"resource":[143],"utilization,":[144],"highlighting":[145],"effectiveness":[147],"of":[148],"QDRL.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
