{"id":"https://openalex.org/W4388266341","doi":"https://doi.org/10.1109/lcomm.2023.3327412","title":"Semantic-Aware Transmission Scheduling: A Monotonicity-Driven Deep Reinforcement Learning Approach","display_name":"Semantic-Aware Transmission Scheduling: A Monotonicity-Driven Deep Reinforcement Learning Approach","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4388266341","doi":"https://doi.org/10.1109/lcomm.2023.3327412"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2023.3327412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2023.3327412","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","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/A5045369508","display_name":"Jiazheng Chen","orcid":"https://orcid.org/0000-0003-2439-0800"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiazheng Chen","raw_affiliation_strings":["School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2439-0800","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091642410","display_name":"Wanchun Liu","orcid":"https://orcid.org/0000-0003-1616-5224"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanchun Liu","raw_affiliation_strings":["School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1616-5224","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064495710","display_name":"Daniel E. Quevedo","orcid":"https://orcid.org/0000-0002-4804-5481"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel E. Quevedo","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Queensland University of Technology (QUT), Brisbane City, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4804-5481","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Queensland University of Technology (QUT), Brisbane City, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448724","display_name":"Yonghui Li","orcid":"https://orcid.org/0000-0001-7702-1123"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yonghui Li","raw_affiliation_strings":["School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7702-1123","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043371405","display_name":"Branka Vucetic","orcid":"https://orcid.org/0000-0002-2700-2001"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Branka Vucetic","raw_affiliation_strings":["School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2700-2001","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6968,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69810782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"12","first_page":"3260","last_page":"3264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9753999710083008,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9753999710083008,"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/T10424","display_name":"Electric Power System Optimization","score":0.9559999704360962,"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":0.8870271444320679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8633652925491333},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.633746325969696},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.5813049674034119},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5177540183067322},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4323456287384033},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4317554533481598},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4253338873386383},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41366127133369446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4038359224796295},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23843970894813538}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8870271444320679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8633652925491333},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.633746325969696},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.5813049674034119},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5177540183067322},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4323456287384033},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4317554533481598},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4253338873386383},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41366127133369446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4038359224796295},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23843970894813538},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2023.3327412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2023.3327412","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6735577238","display_name":"Wireless Communications for Human-Machine Collaboration","funder_award_id":"DE230100016","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W2125406789","https://openalex.org/W2809950409","https://openalex.org/W3010727161","https://openalex.org/W3047000248","https://openalex.org/W3166109933","https://openalex.org/W3174812399","https://openalex.org/W3180974649","https://openalex.org/W4200376042","https://openalex.org/W4285104925","https://openalex.org/W4298023569","https://openalex.org/W4313455370","https://openalex.org/W4378195029","https://openalex.org/W4379382310","https://openalex.org/W4388266341","https://openalex.org/W6744244223"],"related_works":["https://openalex.org/W3096874164","https://openalex.org/W2937181779","https://openalex.org/W2386410636","https://openalex.org/W1985560493","https://openalex.org/W2357975469","https://openalex.org/W2145363145","https://openalex.org/W1626977535","https://openalex.org/W4284974072","https://openalex.org/W2341346307","https://openalex.org/W4225269853"],"abstract_inverted_index":{"For":[0],"cyber-physical":[1],"systems":[2],"in":[3],"the":[4,37,56,72,75,79,95],"6G":[5],"era,":[6],"semantic":[7],"communications":[8],"connecting":[9],"distributed":[10],"devices":[11],"for":[12],"dynamic":[13],"control":[14],"and":[15,55,84],"remote":[16],"state":[17],"estimation":[18],"are":[19],"required":[20],"to":[21,107],"guarantee":[22],"application-level":[23],"performance,":[24],"not":[25],"merely":[26],"focus":[27],"on":[28],"communication-centric":[29],"performance.":[30],"Semantics":[31],"here":[32],"is":[33],"a":[34,46,51,102],"measure":[35],"of":[36,39,45,74,78],"usefulness":[38],"information":[40],"transmissions.":[41],"Semantic-aware":[42],"transmission":[43],"scheduling":[44,82],"large":[47,52],"system":[48],"often":[49],"involves":[50],"decision-making":[53],"space,":[54],"optimal":[57,80],"policy":[58,83],"cannot":[59],"be":[60],"obtained":[61],"by":[62,93],"existing":[63],"algorithms":[64,92],"effectively.":[65],"In":[66],"this":[67],"letter,":[68],"we":[69],"first":[70],"establish":[71],"monotonicity":[73],"Q":[76],"function":[77],"semantic-aware":[81],"then":[85],"develop":[86],"advanced":[87],"deep":[88],"reinforcement":[89],"learning":[90],"(DRL)":[91],"leveraging":[94],"theoretical":[96],"guideline.":[97],"Our":[98],"numerical":[99],"results":[100],"show":[101],"30%":[103],"performance":[104],"improvement":[105],"compared":[106],"benchmark":[108],"algorithms.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
