{"id":"https://openalex.org/W4402742654","doi":"https://doi.org/10.1109/jiot.2024.3465570","title":"Learning-Based Deterministic Delay Performance Guarantee Strategy in RIS-Assisted Communication Networks","display_name":"Learning-Based Deterministic Delay Performance Guarantee Strategy in RIS-Assisted Communication Networks","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4402742654","doi":"https://doi.org/10.1109/jiot.2024.3465570"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3465570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3465570","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5061030501","display_name":"Xiaodong Xu","orcid":"https://orcid.org/0000-0003-4245-5989"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Xu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4245-5989","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014771162","display_name":"Zhuo\u2010Xian Meng","orcid":"https://orcid.org/0000-0001-8177-5593"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Meng","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688795","display_name":"Jingxuan Zhang","orcid":"https://orcid.org/0000-0003-0236-5735"},"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":"Jingxuan 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/0000-0003-0236-5735","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/A5059295869","display_name":"Shujun Han","orcid":"https://orcid.org/0000-0002-6257-7732"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shujun Han","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6257-7732","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017735092","display_name":"Bizhu Wang","orcid":"https://orcid.org/0000-0001-9259-9126"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bizhu Wang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9259-9126","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029818822","display_name":"Mengying Sun","orcid":"https://orcid.org/0000-0002-1137-7546"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengying Sun","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1137-7546","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432924","display_name":"Weidong Wang","orcid":"https://orcid.org/0000-0002-0343-9559"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Wang","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0343-9559","affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100405787","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0002-0269-104X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0269-104X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9281,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75010285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"12","issue":"2","first_page":"1907","last_page":"1921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9995999932289124,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9991999864578247,"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":0.7911732792854309},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5729045867919922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7911732792854309},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5729045867919922}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3465570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3465570","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G90168063","display_name":null,"funder_award_id":"62401078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1972485395","https://openalex.org/W2024013565","https://openalex.org/W2095074540","https://openalex.org/W2145339207","https://openalex.org/W2811266402","https://openalex.org/W2897417898","https://openalex.org/W2900655085","https://openalex.org/W2914649645","https://openalex.org/W2964005248","https://openalex.org/W2982052395","https://openalex.org/W3034281970","https://openalex.org/W3119941528","https://openalex.org/W3129486236","https://openalex.org/W3139536780","https://openalex.org/W3154878987","https://openalex.org/W3156032009","https://openalex.org/W3158743991","https://openalex.org/W3158904979","https://openalex.org/W3160124453","https://openalex.org/W3176752104","https://openalex.org/W3188554269","https://openalex.org/W3190746070","https://openalex.org/W3192880923","https://openalex.org/W3206356161","https://openalex.org/W3212148169","https://openalex.org/W3213255289","https://openalex.org/W4285270526","https://openalex.org/W4285297940","https://openalex.org/W4295832065","https://openalex.org/W4311413451","https://openalex.org/W4312324223","https://openalex.org/W4312639322","https://openalex.org/W4312646350","https://openalex.org/W4321636804","https://openalex.org/W4362563566","https://openalex.org/W4367146867","https://openalex.org/W4378576069","https://openalex.org/W4378697064","https://openalex.org/W4385624989","https://openalex.org/W4388676543","https://openalex.org/W4391164477","https://openalex.org/W4391742109","https://openalex.org/W6755326576","https://openalex.org/W6795179681","https://openalex.org/W6980953771","https://openalex.org/W7015568851"],"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":{"In":[0,51,76],"order":[1],"to":[2,46,69,84,132,159,186],"satisfy":[3],"the":[4,31,37,86,89,98,107,118,121,126,130,138,161,177,182,190,199],"requirements":[5,26],"for":[6,44],"service":[7],"transformation":[8],"and":[9,15,112,125,145,169,189],"upgrading":[10],"toward":[11],"industrial":[12,19],"digitization,":[13],"networking,":[14],"intelligence,":[16],"sixth":[17],"generation-enabled":[18],"Internet":[20],"of":[21,39,101,140,167],"Things":[22],"(IIoT)":[23],"imposes":[24],"new":[25],"on":[27,137],"deterministic":[28,48,57,102],"delay.":[29,103],"However,":[30],"existing":[32],"best-effort":[33],"communication":[34,67],"networks":[35,68],"increase":[36],"uncertainty":[38],"transmission,":[40],"making":[41],"it":[42],"difficult":[43],"users":[45,144],"ensure":[47,70],"delay":[49,58,90,110,134,183],"performance.":[50,201],"this":[52,148],"article,":[53],"we":[54,78,105],"propose":[55],"a":[56,93,151,165],"guarantee":[59,153],"strategy":[60,179],"(DDGS)":[61],"under":[62],"reconfigurable":[63],"intelligent":[64],"surface":[65],"(RIS)-assisted":[66],"network":[71,81,200],"performance":[72,152],"in":[73],"IIoT":[74],"scenarios.":[75],"particular,":[77],"utilize":[79],"stochastic":[80],"calculus":[82],"(SNCs)":[83],"derive":[85],"probability":[87],"that":[88,176],"falls":[91],"within":[92],"specific":[94],"time":[95],"window,":[96],"characterizing":[97],"probabilistic":[99],"bounds":[100],"Then,":[104],"explore":[106],"relationship":[108],"between":[109],"determinacy":[111,184],"wireless":[113],"resources":[114],"by":[115],"jointly":[116],"optimizing":[117],"transmit":[119],"power,":[120],"channel":[122],"blocklength":[123],"allocation,":[124],"phase-shift":[127],"matrix":[128],"at":[129],"RIS":[131],"maximize":[133],"determinacy.":[135],"Based":[136],"interdependence":[139],"action":[141,171],"choices":[142],"among":[143],"past":[146],"experience,":[147],"article":[149],"proposes":[150],"parameterized":[154],"deep":[155],"Q-network":[156],"(PG-PDQN)":[157],"algorithm":[158,192],"solve":[160],"complex":[162],"problem":[163],"containing":[164],"mixture":[166],"discrete":[168],"continuous":[170],"spaces.":[172],"Simulation":[173],"results":[174],"show":[175],"DDGS":[178],"significantly":[180],"improves":[181],"compared":[185],"other":[187],"strategies,":[188],"PG-PDQN":[191],"has":[193],"good":[194],"convergence,":[195],"thus":[196],"effectively":[197],"improving":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
