{"id":"https://openalex.org/W4405488044","doi":"https://doi.org/10.1109/tccn.2024.3519384","title":"GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication","display_name":"GAI-Based Resource Management in RIS-Aided Next-Generation Network and Communication","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405488044","doi":"https://doi.org/10.1109/tccn.2024.3519384"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2024.3519384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3519384","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5056938090","display_name":"Zijun Wu","orcid":"https://orcid.org/0000-0002-0671-0156"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijun Wu","raw_affiliation_strings":["Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0671-0156","affiliations":[{"raw_affiliation_string":"Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458455","display_name":"Haijun Zhang","orcid":"https://orcid.org/0000-0002-0236-6482"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Zhang","raw_affiliation_strings":["Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0236-6482","affiliations":[{"raw_affiliation_string":"Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058088783","display_name":"Linpei Li","orcid":"https://orcid.org/0000-0002-4674-1723"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linpei Li","raw_affiliation_strings":["Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4674-1723","affiliations":[{"raw_affiliation_string":"Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100558283","display_name":"Yang Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Lu","raw_affiliation_strings":["China Electric Power Research Institute Company Ltd., State Grid Corporation of China, Beijing, China","China Electric Power Research Institute Co. Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute Company Ltd., State Grid Corporation of China, Beijing, China","institution_ids":["https://openalex.org/I4392738113","https://openalex.org/I17442442"]},{"raw_affiliation_string":"China Electric Power Research Institute Co. Ltd, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022962290","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0003-0091-0998"},"institutions":[{"id":"https://openalex.org/I15089104","display_name":"China Aerospace Science and Industry Corporation (China)","ror":"https://ror.org/0523vvf33","country_code":"CN","type":"company","lineage":["https://openalex.org/I15089104"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["Beijing Institute of Remote Sensing Equipment, China Aerospace Science and Industry Corporation Second Academy, Beijing, China","Beijing Institute of Remote Sensing Equipment, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Remote Sensing Equipment, China Aerospace Science and Industry Corporation Second Academy, Beijing, China","institution_ids":["https://openalex.org/I15089104"]},{"raw_affiliation_string":"Beijing Institute of Remote Sensing Equipment, Beijing, China","institution_ids":["https://openalex.org/I4210166112"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3577,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81892773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"11","issue":"2","first_page":"847","last_page":"857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.5960999727249146,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13382","display_name":"Robotics and Automated Systems","score":0.5960999727249146,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.7872488498687744},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.6327571868896484},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4705562889575958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7872488498687744},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.6327571868896484},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4705562889575958}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2024.3519384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3519384","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2765302304","https://openalex.org/W2950077417","https://openalex.org/W2964121960","https://openalex.org/W2981096252","https://openalex.org/W3002189898","https://openalex.org/W3035049807","https://openalex.org/W3038342299","https://openalex.org/W3129486236","https://openalex.org/W3162583458","https://openalex.org/W3200913878","https://openalex.org/W3203417629","https://openalex.org/W3204937802","https://openalex.org/W3217298619","https://openalex.org/W4210754515","https://openalex.org/W4225824654","https://openalex.org/W4285307882","https://openalex.org/W4313590993","https://openalex.org/W4322576964","https://openalex.org/W4364323028","https://openalex.org/W4367663305","https://openalex.org/W4376455107","https://openalex.org/W4386261892","https://openalex.org/W4386766970","https://openalex.org/W4387042226","https://openalex.org/W4389799491","https://openalex.org/W4390828922","https://openalex.org/W4391407033","https://openalex.org/W4392543711","https://openalex.org/W4396817538","https://openalex.org/W6679061810","https://openalex.org/W6680067488","https://openalex.org/W6683300800","https://openalex.org/W6727501944","https://openalex.org/W6735913928","https://openalex.org/W6750645735","https://openalex.org/W6751629939","https://openalex.org/W6779669310"],"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":{"Reconfigurable":[0],"intelligent":[1],"surface":[2],"(RIS)":[3],"is":[4,40,93,136],"introduced":[5],"as":[6],"a":[7,33,80,139],"key":[8],"technology":[9],"of":[10,82,98,105,113,141],"the":[11,54,124],"sixth":[12],"generation":[13],"mobile":[14],"network":[15,21,59,84,126],"(6G)":[16],"to":[17,28,42,51,53,62,78,94],"build":[18],"RIS-aided":[19,88],"next-generation":[20,58,125],"and":[22,31,56,70,103,116,121,127,143,158],"communication.":[23],"In":[24,130],"this":[25,150],"paper,":[26],"according":[27],"different":[29,63],"devices":[30],"scenarios,":[32],"flexible":[34],"channel":[35,49],"distribution":[36],"learning":[37,73],"(CDL)":[38],"method":[39,81],"designed":[41],"perform":[43],"efficient":[44,118],"base":[45],"station":[46],"(BS)-RIS-device":[47],"cascade":[48],"estimation":[50],"adapt":[52],"dynamic":[55],"changeable":[57],"environment.":[60,129],"According":[61],"service":[64,106,114],"types,":[65],"generative":[66],"artificial":[67],"intelligence":[68],"(GAI)":[69],"distributional":[71],"reinforcement":[72],"(DBRL)":[74],"are":[75],"innovatively":[76],"combined":[77],"propose":[79],"on-demand":[83],"resource":[85,119],"allocation":[86,120],"in":[87,123],"wireless":[89],"network.":[90],"The":[91,132,146],"goal":[92],"maximize":[95],"system":[96,154],"utility":[97],"joint":[99],"energy":[100],"efficiency":[101],"(EE)":[102],"quality":[104,112],"satisfaction":[107],"rate":[108],"(QoSSR),":[109],"provide":[110],"higher":[111],"(QoS),":[115],"achieve":[117],"management":[122],"communication":[128],"addition,":[131],"proposed":[133],"algorithm\u2019s":[134],"effectiveness":[135],"verified":[137],"through":[138],"lot":[140],"simulation":[142],"numerical":[144],"analysis.":[145],"results":[147],"show":[148],"that":[149],"algorithm":[151],"significantly":[152],"improves":[153],"utility,":[155],"enhancing":[156],"adaptability":[157],"improving":[159],"QoS.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}