{"id":"https://openalex.org/W4411406701","doi":"https://doi.org/10.1109/tnse.2025.3580705","title":"Quantum Deep Deterministic Policy Gradient for Digital Twin-Enabled Semantic IoV Networks","display_name":"Quantum Deep Deterministic Policy Gradient for Digital Twin-Enabled Semantic IoV Networks","publication_year":2025,"publication_date":"2025-06-18","ids":{"openalex":"https://openalex.org/W4411406701","doi":"https://doi.org/10.1109/tnse.2025.3580705"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2025.3580705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3580705","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","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/A5090435718","display_name":"James Adu Ansere","orcid":"https://orcid.org/0000-0002-6070-9316"},"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":"James Adu Ansere","raw_affiliation_strings":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6070-9316","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","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":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada"],"raw_orcid":"https://orcid.org/0009-0000-6935-3195","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072151705","display_name":"Nidhi Simmons","orcid":"https://orcid.org/0000-0002-8076-9607"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nidhi Simmons","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen&#x0027;s University Belfast, Belfast, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8076-9607","affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen&#x0027;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077149719","display_name":"Octavia A. Dobre","orcid":"https://orcid.org/0000-0001-8528-0512"},"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":"Octavia A. Dobre","raw_affiliation_strings":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8528-0512","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007557286","display_name":"Hyundong Shin","orcid":"https://orcid.org/0000-0003-3364-8084"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyundong Shin","raw_affiliation_strings":["Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin-si, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3364-8084","affiliations":[{"raw_affiliation_string":"Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin-si, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"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":["Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4703-4836","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John&#x0027;s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3132,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88560552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"54","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9897000193595886,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9897000193595886,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9860000014305115,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9854999780654907,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7057117223739624},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.44307416677474976},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3343737721443176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7057117223739624},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.44307416677474976},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3343737721443176}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnse.2025.3580705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3580705","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/48a67862-8171-47d8-8ce5-adf9e5f36c31","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/48a67862-8171-47d8-8ce5-adf9e5f36c31","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Adu Ansere, J, Prabhashana, S C, Simmons, N, A. Dobre, O, Shin, H & Duong, T Q 2025, 'Quantum deep deterministic policy gradient for digital twin-enabled semantic IOV networks', IEEE Transactions on Network Science and Engineering, vol. 13, pp. 54-66. https://doi.org/10.1109/TNSE.2025.3580705","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3097665618","display_name":null,"funder_award_id":"RGPIN-2025-04941","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G862436287","display_name":null,"funder_award_id":"RS-2025 00556064","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2929612105","https://openalex.org/W2979427704","https://openalex.org/W3058760796","https://openalex.org/W3126291654","https://openalex.org/W3187237685","https://openalex.org/W3195593143","https://openalex.org/W3212539584","https://openalex.org/W4205899063","https://openalex.org/W4206492374","https://openalex.org/W4226382094","https://openalex.org/W4285061777","https://openalex.org/W4285243594","https://openalex.org/W4285411346","https://openalex.org/W4289717617","https://openalex.org/W4296707125","https://openalex.org/W4308839864","https://openalex.org/W4313350220","https://openalex.org/W4318827691","https://openalex.org/W4319303157","https://openalex.org/W4365420412","https://openalex.org/W4379382644","https://openalex.org/W4380607242","https://openalex.org/W4380906017","https://openalex.org/W4382203381","https://openalex.org/W4385078997","https://openalex.org/W4385756525","https://openalex.org/W4385819834","https://openalex.org/W4386432380","https://openalex.org/W4386494564","https://openalex.org/W4386737030","https://openalex.org/W4386766847","https://openalex.org/W4386869606","https://openalex.org/W4387272148","https://openalex.org/W4388430441","https://openalex.org/W4389104774","https://openalex.org/W4389158878","https://openalex.org/W4389334348","https://openalex.org/W4389987360","https://openalex.org/W4393140508","https://openalex.org/W4393640038","https://openalex.org/W4399408130","https://openalex.org/W4401687189","https://openalex.org/W4402389238","https://openalex.org/W4413277293","https://openalex.org/W4413967652"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Internet":[0],"of":[1,111],"Vehicles":[2],"(IoV)":[3],"networks":[4,59],"are":[5,31],"becoming":[6],"more":[7],"complex":[8],"as":[9,75],"they":[10],"require":[11],"real-time":[12,86],"decision-making":[13],"and":[14,26,36,77,92,103,118],"efficient":[15,89],"resource":[16,94],"management.":[17],"These":[18],"demands":[19],"make":[20],"it":[21],"difficult":[22],"to":[23,79],"maintain":[24],"stable":[25],"reliable":[27],"operations.":[28],"The":[29,69,105],"challenges":[30],"especially":[32],"severe":[33],"in":[34,65,96],"dynamic":[35,66],"time-varying":[37],"environments.":[38,68],"To":[39],"address":[40],"these":[41],"limitations,":[42],"we":[43],"propose":[44],"a":[45],"framework":[46,70],"that":[47],"integrates":[48],"the":[49,109,112],"quantum-based":[50],"deep":[51],"deterministic":[52],"policy":[53],"gradient":[54],"(Q-DDPG)":[55],"with":[56],"digital":[57],"twin":[58],"(DTN)":[60],"for":[61,88],"distributed":[62,81],"semantic":[63,82],"optimization":[64],"IoV":[67,98],"leverages":[71],"quantum":[72],"computing,":[73],"such":[74],"superposition":[76],"entanglement,":[78],"enhance":[80],"decisions.":[83],"DTNs":[84],"provide":[85],"modeling":[87],"task":[90],"offloading":[91],"adaptive":[93],"allocation":[95],"decentralized":[97],"environments":[99],"under":[100],"varying":[101],"conditions":[102],"uncertainties.":[104],"numerical":[106],"results":[107],"validate":[108],"robustness":[110],"proposed":[113],"approach,":[114],"significantly":[115],"reduce":[116],"latency,":[117],"improve":[119],"energy":[120],"efficiency.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
