{"id":"https://openalex.org/W7138927722","doi":"https://doi.org/10.1109/tce.2026.3675560","title":"Telescopic STAR-RIS-Aided Full-Duplex Task Offloading Toward Smart City: A Quantum Federated DRL Approach","display_name":"Telescopic STAR-RIS-Aided Full-Duplex Task Offloading Toward Smart City: A Quantum Federated DRL Approach","publication_year":2026,"publication_date":"2026-03-19","ids":{"openalex":"https://openalex.org/W7138927722","doi":"https://doi.org/10.1109/tce.2026.3675560"},"language":null,"primary_location":{"id":"doi:10.1109/tce.2026.3675560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2026.3675560","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5066894433","display_name":"Anal Paul","orcid":"https://orcid.org/0000-0002-7257-3073"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Anal Paul","raw_affiliation_strings":["Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7257-3073","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129791118","display_name":"Keshav Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Keshav Singh","raw_affiliation_strings":["Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-9028-4518","affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29348272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"72","issue":"2","first_page":"3957","last_page":"3967"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7062000036239624,"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":0.7062000036239624,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.11829999834299088,"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/T12079","display_name":"IoT Networks and Protocols","score":0.03759999945759773,"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/server","display_name":"Server","score":0.6568999886512756},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5746999979019165},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5572999715805054},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5306000113487244},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5149999856948853},{"id":"https://openalex.org/keywords/cloudlet","display_name":"Cloudlet","score":0.44769999384880066},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.39899998903274536},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3946000039577484},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.383899986743927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7782999873161316},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6568999886512756},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5746999979019165},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5572999715805054},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5306000113487244},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5149999856948853},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47769999504089355},{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.44769999384880066},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4104999899864197},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.39899998903274536},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3946000039577484},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.383899986743927},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.3723999857902527},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.359499990940094},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.3531999886035919},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.3400000035762787},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3068000078201294},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2987000048160553},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.29030001163482666},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C2778002699","wikidata":"https://www.wikidata.org/wiki/Q876057","display_name":"Multi-user","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.2574000060558319}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2026.3675560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2026.3675560","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6193092465400696}],"awards":[{"id":"https://openalex.org/G5030436603","display_name":null,"funder_award_id":"NSTC 114-2218-E-110-005","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G6467049680","display_name":null,"funder_award_id":"NSTC 114-2222-E-155-005","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G6544711858","display_name":null,"funder_award_id":"NSTC 112-2221-E-110-038-MY3","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"}],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"targets":[2],"low-latency":[3],"edge":[4,56,77,184],"intelligence":[5],"for":[6,47,60,181],"smart":[7,182],"city":[8,183],"services":[9],"by":[10,104],"proposing":[11],"a":[12,21,42,52,96,112,159,176],"telescopic":[13],"simultaneously":[14],"transmitting":[15],"and":[16,20,69,79,86,102,132,150,178],"reflecting":[17],"RIS":[18,30],"(T-STAR-RIS)":[19],"privacy-preserving":[22,179],"multi-agent":[23],"quantum":[24,109],"federated":[25,113],"DRL":[26],"(MA-QFDRL)":[27],"framework.":[28],"Each":[29],"element":[31],"supports":[32],"controllable":[33],"vertical":[34],"displacement":[35],"in":[36,128,165],"addition":[37],"to":[38,116,148],"amplitude/phase":[39],"tuning,":[40],"adding":[41],"spatial":[43],"degree":[44],"of":[45],"freedom":[46],"joint":[48],"BS\u2013edge\u2013RIS":[49],"optimization.We":[50],"consider":[51],"full-duplex":[53],"distributed":[54],"multi-access":[55],"computing":[57],"(DMEC)":[58],"architecture":[59],"city-scale":[61],"workloads":[62],"(e.g.,":[63],"public-safety":[64],"video":[65],"analytics,":[66],"AR":[67],"guidance,":[68],"e-health":[70],"telemetry),":[71],"where":[72],"tasks":[73],"are":[74],"partitioned":[75],"across":[76],"servers":[78],"the":[80,129,135,143],"cloud":[81],"under":[82],"power,":[83],"caching,":[84],"computing,":[85],"QoS":[87],"constraints.":[88],"The":[89],"resulting":[90],"latency":[91],"minimization":[92],"is":[93],"modeled":[94],"as":[95,175],"high-dimensional":[97],"Markov":[98],"decision":[99],"process":[100],"problem":[101],"solved":[103],"MA-QFDRL,":[105],"which":[106],"integrates":[107],"parameterized":[108],"circuits":[110],"into":[111],"learning":[114],"loop":[115],"enhance":[117],"function":[118],"approximation":[119],"while":[120],"preserving":[121],"data":[122],"locality.":[123],"Simulations":[124],"show":[125],"stable":[126],"training":[127],"tested":[130],"settings":[131],"convergence":[133],"within":[134],"reported":[136],"episode":[137],"budget.":[138],"Under":[139],"blocked":[140],"BS\u2013UE":[141],"links,":[142],"proposed":[144],"T-STAR-RIS":[145,172],"achieves":[146],"up":[147],"54.55%":[149],"on":[151],"average":[152],"29.58%":[153],"higher":[154],"downlink":[155],"sum":[156],"rate":[157],"than":[158],"conventional":[160],"STAR-RIS,":[161],"yielding":[162],"marked":[163],"reductions":[164],"end-to-end":[166],"task":[167],"latency.":[168],"These":[169],"results":[170],"suggest":[171],"with":[173],"MA-QFDRL":[174],"scalable":[177],"enabler":[180],"services.":[185]},"counts_by_year":[],"updated_date":"2026-06-09T06:18:44.609144","created_date":"2026-03-20T00:00:00"}
