{"id":"https://openalex.org/W4220971535","doi":"https://doi.org/10.1109/tvt.2022.3160446","title":"A Deep Q-Network Approach to Optimize Spatial Reuse in WiFi Networks","display_name":"A Deep Q-Network Approach to Optimize Spatial Reuse in WiFi Networks","publication_year":2022,"publication_date":"2022-03-23","ids":{"openalex":"https://openalex.org/W4220971535","doi":"https://doi.org/10.1109/tvt.2022.3160446"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3160446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3160446","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5065046113","display_name":"Yiwei Huang","orcid":"https://orcid.org/0000-0001-6556-346X"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yiwei Huang","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034008140","display_name":"Kwan\u2010Wu Chin","orcid":"https://orcid.org/0000-0003-1547-9272"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kwan-Wu Chin","raw_affiliation_strings":["School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065046113"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":0.9988,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7634251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"71","issue":"6","first_page":"6636","last_page":"6646"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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":1.0,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9994999766349792,"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":0.9994000196456909,"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/reuse","display_name":"Reuse","score":0.6964032649993896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6495004296302795},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6088541150093079},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5755027532577515},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5723836421966553},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4973941147327423},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4930231273174286},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.46420225501060486},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.45618927478790283},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3633805513381958},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29079240560531616},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2550862729549408},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.21715816855430603},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.15873655676841736},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10329166054725647}],"concepts":[{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6964032649993896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6495004296302795},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6088541150093079},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5755027532577515},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5723836421966553},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4973941147327423},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4930231273174286},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.46420225501060486},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.45618927478790283},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3633805513381958},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29079240560531616},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2550862729549408},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.21715816855430603},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.15873655676841736},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10329166054725647},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2022.3160446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3160446","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:ro.uow.edu.au:test2021-10584","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/5037","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Test Series for Scopus Harvesting 2021","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1522301498","https://openalex.org/W1595483645","https://openalex.org/W1605708511","https://openalex.org/W1641379095","https://openalex.org/W1965767119","https://openalex.org/W2017622624","https://openalex.org/W2018598835","https://openalex.org/W2028145673","https://openalex.org/W2029405344","https://openalex.org/W2099618002","https://openalex.org/W2101693774","https://openalex.org/W2102338397","https://openalex.org/W2105319468","https://openalex.org/W2129165668","https://openalex.org/W2133718870","https://openalex.org/W2137661534","https://openalex.org/W2142099845","https://openalex.org/W2145339207","https://openalex.org/W2153701201","https://openalex.org/W2155895488","https://openalex.org/W2166262573","https://openalex.org/W2186178558","https://openalex.org/W2271840356","https://openalex.org/W2272491687","https://openalex.org/W2340600537","https://openalex.org/W2495597049","https://openalex.org/W2547719958","https://openalex.org/W2563303409","https://openalex.org/W2583016952","https://openalex.org/W2584259214","https://openalex.org/W2616985635","https://openalex.org/W2746553466","https://openalex.org/W2794124131","https://openalex.org/W2795326393","https://openalex.org/W2802836074","https://openalex.org/W2898035736","https://openalex.org/W2910143240","https://openalex.org/W2963349765","https://openalex.org/W2965244766","https://openalex.org/W2970269258","https://openalex.org/W2991031935","https://openalex.org/W3024077104","https://openalex.org/W3038790644","https://openalex.org/W3120171513","https://openalex.org/W3120322120","https://openalex.org/W3130151570","https://openalex.org/W3194467569","https://openalex.org/W4210493863","https://openalex.org/W4235921807","https://openalex.org/W6631190155","https://openalex.org/W6635465357","https://openalex.org/W6685444567","https://openalex.org/W6694517276"],"related_works":["https://openalex.org/W3136989197","https://openalex.org/W1497745156","https://openalex.org/W2124240980","https://openalex.org/W2068525444","https://openalex.org/W2519403816","https://openalex.org/W2138759004","https://openalex.org/W2292005531","https://openalex.org/W2003870685","https://openalex.org/W2606858825","https://openalex.org/W2533637577"],"abstract_inverted_index":{"The":[0,114],"proliferation":[1],"of":[2,22,30,91,110,123,143],"IEEE":[3],"802.11":[4],"or":[5],"WiFi":[6,23,31,112],"networks,":[7],"and":[8],"the":[9,20,27,70,88,108,125,135],"explosive":[10],"growth":[11],"in":[12,100],"traffic":[13],"demands":[14],"call":[15],"for":[16,129],"solutions":[17],"to":[18,66,77,86,106],"maximize":[19],"capacity":[21,109],"networks.":[24],"Hence,":[25],"maximizing":[26],"spatial":[28],"reuse":[29],"networks":[32],"is":[33,64,121,138],"critical":[34,46],"as":[35,58],"doing":[36],"so":[37],"allows":[38],"multiple":[39],"concurrent":[40],"transmissions.":[41],"In":[42,72],"this":[43,73],"respect,":[44],"a":[45,55,62,111,133,144],"network":[47],"parameter,":[48],"Clear":[49],"Channel":[50],"Assessment":[51],"(CCA)":[52],"threshold,":[53],"plays":[54],"vital":[56],"role":[57],"it":[59],"dictates":[60],"whether":[61],"node":[63],"allowed":[65],"transmit":[67],"after":[68],"sensing":[69],"channel.":[71],"paper,":[74],"we":[75],"propose":[76],"use":[78],"Deep":[79],"Q-network":[80],"(DQN)":[81],"under":[82],"two":[83],"learning":[84],"patterns":[85],"select":[87],"CCA":[89,103,127],"threshold":[90,104,128],"devices.":[92],"We":[93],"further":[94],"consider":[95],"Transmit":[96],"Power":[97],"Control":[98,148],"(TPC)":[99],"conjunction":[101],"with":[102],"selection":[105],"improve":[107],"network.":[113],"simulation":[115],"results":[116],"show":[117],"that":[118,142],"our":[119],"approach":[120],"capable":[122],"selecting":[124],"optimal":[126],"each":[130],"device.":[131],"As":[132],"result,":[134],"average":[136],"throughput":[137],"62.4%":[139],"higher":[140],"than":[141],"legacy":[145],"Dynamic":[146],"Sensitivity":[147],"(DSC)":[149],"algorithm.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
