{"id":"https://openalex.org/W4382053060","doi":"https://doi.org/10.1109/icccs57501.2023.10150600","title":"Time-variant Resource Allocation in Multi-Ap802.11be Network: A DDPG-based Approach","display_name":"Time-variant Resource Allocation in Multi-Ap802.11be Network: A DDPG-based Approach","publication_year":2023,"publication_date":"2023-04-21","ids":{"openalex":"https://openalex.org/W4382053060","doi":"https://doi.org/10.1109/icccs57501.2023.10150600"},"language":"en","primary_location":{"id":"doi:10.1109/icccs57501.2023.10150600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs57501.2023.10150600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-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/A5045660020","display_name":"Zhenyu Du","orcid":null},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Zhenyu Du","raw_affiliation_strings":["Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"affiliations":[{"raw_affiliation_string":"Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320066","display_name":"Yue Liu","orcid":"https://orcid.org/0000-0002-3292-4211"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"affiliations":[{"raw_affiliation_string":"Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053839372","display_name":"Yide Yu","orcid":"https://orcid.org/0000-0002-5549-2925"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yide Yu","raw_affiliation_strings":["Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"affiliations":[{"raw_affiliation_string":"Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053966185","display_name":"Laurie Cuthbert","orcid":"https://orcid.org/0000-0003-2874-5357"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Laurie Cuthbert","raw_affiliation_strings":["Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China"],"affiliations":[{"raw_affiliation_string":"Macao Polytechnic University,Faculty of Applied Sciences,Macao SAR,China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045660020"],"corresponding_institution_ids":["https://openalex.org/I49835588"],"apc_list":null,"apc_paid":null,"fwci":0.2006,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47551329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9998999834060669,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9994000196456909,"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":0.7194278836250305},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5768520832061768},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiple-access","display_name":"Orthogonal frequency-division multiple access","score":0.570000410079956},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5556339621543884},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.49208420515060425},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4835388660430908},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.48064151406288147},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4506823420524597},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4349611699581146},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42303013801574707},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4222673177719116},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4127400517463684},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.36020591855049133},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23214027285575867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16582590341567993},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15356802940368652},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.15333449840545654},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1349233090877533}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7194278836250305},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5768520832061768},{"id":"https://openalex.org/C2775907427","wikidata":"https://www.wikidata.org/wiki/Q2697649","display_name":"Orthogonal frequency-division multiple access","level":4,"score":0.570000410079956},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5556339621543884},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.49208420515060425},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4835388660430908},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.48064151406288147},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4506823420524597},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4349611699581146},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42303013801574707},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4222673177719116},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4127400517463684},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.36020591855049133},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23214027285575867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16582590341567993},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15356802940368652},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.15333449840545654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1349233090877533},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs57501.2023.10150600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs57501.2023.10150600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1595112520","https://openalex.org/W1984930021","https://openalex.org/W2046376809","https://openalex.org/W2963000651","https://openalex.org/W2963864421","https://openalex.org/W2975888451","https://openalex.org/W3001491365","https://openalex.org/W3004430023","https://openalex.org/W3021557739","https://openalex.org/W3048945047","https://openalex.org/W3092580522","https://openalex.org/W3109404669","https://openalex.org/W3161145378","https://openalex.org/W3165607134","https://openalex.org/W3188649614","https://openalex.org/W3199070602","https://openalex.org/W4210848777","https://openalex.org/W4285219017","https://openalex.org/W4299802797","https://openalex.org/W4317419424","https://openalex.org/W6684921986","https://openalex.org/W6738796088","https://openalex.org/W6773740980","https://openalex.org/W6849175713"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2530747331","https://openalex.org/W2125564215","https://openalex.org/W2349054151","https://openalex.org/W2787808551","https://openalex.org/W1976868276","https://openalex.org/W1969906201","https://openalex.org/W2061159820","https://openalex.org/W1937256319","https://openalex.org/W1654541684"],"abstract_inverted_index":{"With":[0],"the":[1,4,32,37,65,71,84,96,104,138,164,172],"development":[2],"of":[3,140,163],"802.11be":[5,111],"standard":[6],"which":[7,21],"incorporates":[8],"Orthogonal":[9],"Frequency":[10],"Division":[11],"Multiple":[12],"Access":[13,28],"(OFDMA),":[14],"there":[15],"will":[16,77],"be":[17],"more":[18,23,27,42,151],"real-world":[19],"scenarios":[20],"have":[22,45],"stations":[24],"(STAs)":[25],"and":[26,54,74,153,167],"Points":[29],"(APs)":[30],"in":[31,69,86,107,171],"dense":[33],"network":[34,52],"environment.":[35,176],"When":[36,57],"communication":[38,175],"environment":[39],"has":[40,150,168],"become":[41,78],"complex,":[43],"STAs":[44],"higher":[46,51,154],"transmission":[47],"demands,":[48],"such":[49],"as":[50],"throughput":[53],"lower":[55],"latency.":[56],"using":[58],"reinforcement":[59],"learning":[60],"(RL)":[61],"to":[62,102,117,136,157],"deal":[63],"with":[64,124],"resource":[66,91],"allocation":[67,92],"problem":[68,85,123],"current,":[70],"state":[72],"space":[73,76],"action":[75,127],"very":[79],"complex.":[80],"To":[81],"better":[82],"solve":[83],"context,":[87],"we":[88],"propose":[89],"a":[90,108,130],"algorithm":[93,149],"based":[94],"on":[95],"Deep":[97],"Deterministic":[98],"Policy":[99],"Gradient":[100],"(DDPG)":[101],"maximize":[103],"system":[105],"bitrate":[106],"multi-STA":[109],"multi-AP":[110,174],"OFDMA":[112],"network.":[113],"We":[114],"add":[115],"reparameterization":[116],"fit":[118],"DDPG":[119],"framework":[120],"into":[121],"our":[122,146],"high-dimensional":[125],"discrete":[126],"space.":[128],"Meanwhile":[129],"reward":[131],"function":[132],"is":[133],"carefully":[134],"designed":[135],"stabilize":[137],"performance":[139,155],"DDPG.":[141],"Simulation":[142],"results":[143],"show":[144],"that":[145],"proposed":[147],"DDPG-based":[148],"stable":[152],"compared":[156],"traditional":[158],"RL":[159],"algorithm,":[160],"reaching":[161],"95.45%":[162],"global":[165],"optimum,":[166],"good":[169],"applicability":[170],"complex":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
