{"id":"https://openalex.org/W4392152937","doi":"https://doi.org/10.1109/globecom54140.2023.10437059","title":"STAR-RIS-Aided Full-Duplex ISAC Systems: A Novel Meta Reinforcement Learning Approach","display_name":"STAR-RIS-Aided Full-Duplex ISAC Systems: A Novel Meta Reinforcement Learning Approach","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152937","doi":"https://doi.org/10.1109/globecom54140.2023.10437059"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437059","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":"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/A5075440618","display_name":"Prajwalita Saikia","orcid":"https://orcid.org/0000-0001-8469-8263"},"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":"Prajwalita Saikia","raw_affiliation_strings":["Institute of Communications Engineering, National Sun Yat-sen University,Kaohsiung,Taiwan","Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University,Kaohsiung,Taiwan","institution_ids":["https://openalex.org/I142974352"]},{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059730531","display_name":"Anand Jee","orcid":"https://orcid.org/0000-0001-6714-332X"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anand Jee","raw_affiliation_strings":["Indian Institute of Technology Delhi (IIT Delhi),New Delhi,India","Indian Institute of Technology Delhi (IIT Delhi), New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi (IIT Delhi),New Delhi,India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Indian Institute of Technology Delhi (IIT Delhi), New Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071647281","display_name":"Keshav Singh","orcid":"https://orcid.org/0000-0001-9028-4518"},"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","Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University,Kaohsiung,Taiwan","institution_ids":["https://openalex.org/I142974352"]},{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056209905","display_name":"Shahid Mumtaz","orcid":"https://orcid.org/0000-0001-6364-6149"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shahid Mumtaz","raw_affiliation_strings":["Nottingham Trent University,Department of Engineering,Nottingham,U.K,NG14FQ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nottingham Trent University,Department of Engineering,Nottingham,U.K,NG14FQ","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090028379","display_name":"Wan-Jen Huang","orcid":"https://orcid.org/0000-0002-3423-0408"},"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":"Wan-Jen Huang","raw_affiliation_strings":["Institute of Communications Engineering, National Sun Yat-sen University,Kaohsiung,Taiwan","Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University,Kaohsiung,Taiwan","institution_ids":["https://openalex.org/I142974352"]},{"raw_affiliation_string":"Institute of Communications Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5086","last_page":"5091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9998000264167786,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9998000264167786,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9991999864578247,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9955999851226807,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7156295776367188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7000776529312134},{"id":"https://openalex.org/keywords/duplex","display_name":"Duplex (building)","score":0.5145139694213867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27263933420181274}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7156295776367188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7000776529312134},{"id":"https://openalex.org/C99611785","wikidata":"https://www.wikidata.org/wiki/Q6453233","display_name":"Duplex (building)","level":3,"score":0.5145139694213867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27263933420181274},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437059","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3006143078","https://openalex.org/W3035049807","https://openalex.org/W3135998278","https://openalex.org/W3155535021","https://openalex.org/W3164896102","https://openalex.org/W3185834621","https://openalex.org/W3195036308","https://openalex.org/W3205123169","https://openalex.org/W4294982597","https://openalex.org/W4313172227","https://openalex.org/W4315473124","https://openalex.org/W4321482224","https://openalex.org/W4322576399","https://openalex.org/W4376479133","https://openalex.org/W4385732401"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2138720691","https://openalex.org/W2376932109"],"abstract_inverted_index":{"In":[0,50],"this":[1],"work,":[2],"we":[3,60,67,96,153],"consider":[4],"a":[5,12,30,35,99,155],"full-duplex":[6],"(FD)":[7],"communication":[8,26],"system":[9],"that":[10,83,105,180],"uses":[11],"simultaneous":[13],"transmission":[14],"and":[15,27,40,43,65,144,170],"reflection":[16],"(STAR)":[17],"enabled":[18],"reconfigurable":[19],"intelligent":[20],"surfaces":[21],"(RIS)":[22],"to":[23,34,52,72,89,136,145],"assist":[24],"the":[25,46,54,57,75,79,85,90,93,107,114,117,125,140,147,150,181],"sensing":[28],"between":[29],"base":[31],"station":[32],"(BS)":[33],"single":[36],"set":[37],"of":[38,56,92,116,127,149],"UL":[39],"DL":[41],"user,":[42],"target":[44],"over":[45],"same-time":[47],"frequency":[48],"dimension.":[49],"order":[51,135],"explore":[53],"performance":[55],"proposed":[58,118,141,151,182],"framework,":[59],"offer":[61],"an":[62,69],"analytical":[63],"framework":[64,142],"accordingly,":[66],"propose":[68,98],"optimization":[70,94],"problem":[71],"jointly":[73],"optimize":[74],"phase-shift":[76],"matrices":[77],"at":[78],"STAR":[80],"RIS":[81],"(S-RIS)":[82],"maximizes":[84],"possible":[86],"sum-rate.":[87],"Due":[88],"non-convexity":[91],"problem,":[95],"then":[97],"low-complexity":[100],"meta-reinforcement":[101],"learning":[102],"(MRL)":[103],"algorithm":[104,119],"reduces":[106],"overall":[108],"training":[109],"overhead.":[110],"We":[111],"also":[112],"demonstrate":[113],"effectiveness":[115],"in":[120,124,134,185],"providing":[121],"near-optimal":[122],"design":[123],"case":[126],"imperfect":[128],"channel":[129],"state":[130],"information":[131],"(ICSI).":[132],"Additionally,":[133],"verify":[137,179],"how":[138],"well":[139],"work":[143],"show":[146],"superiority":[148],"algorithm,":[152],"provide":[154],"fair":[156],"comparison":[157],"with":[158],"two":[159],"baseline":[160],"schemes":[161],"a)":[162],"twin":[163],"delayed":[164],"deep":[165,172],"deterministic":[166,173],"policy":[167,174],"gradient":[168,175],"(TD3)":[169],"b)":[171],"(DDPG).":[176],"Simulation":[177],"results":[178,184],"approach":[183],"superior":[186],"performance.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
