{"id":"https://openalex.org/W4399882002","doi":"https://doi.org/10.1109/icnc59896.2024.10556275","title":"A Deep Reinforcement Learning-based Contention Window Avoidance Scheme for Distinguishing Network Service Priorities","display_name":"A Deep Reinforcement Learning-based Contention Window Avoidance Scheme for Distinguishing Network Service Priorities","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4399882002","doi":"https://doi.org/10.1109/icnc59896.2024.10556275"},"language":"en","primary_location":{"id":"doi:10.1109/icnc59896.2024.10556275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc59896.2024.10556275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computing, Networking and Communications (ICNC)","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/A5005565106","display_name":"Xiaowei Nie","orcid":"https://orcid.org/0000-0003-2443-0569"},"institutions":[{"id":"https://openalex.org/I4210141476","display_name":"Institute of Tibetan Plateau Research","ror":"https://ror.org/03zn6c508","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]},{"id":"https://openalex.org/I140786321","display_name":"Tibet University","ror":"https://ror.org/05petvd47","country_code":"CN","type":"education","lineage":["https://openalex.org/I140786321"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaowei Nie","raw_affiliation_strings":["Institute of Tibetan Plateau Research, Chinese Academy of Sciences,National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER),Beijing,China","School of Ecology and Environment, Tibet University, Lhasa, China","Science Center of Lingshan Forum of Guangdong Province, Guangzhou, China","National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Tibetan Plateau Research, Chinese Academy of Sciences,National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER),Beijing,China","institution_ids":["https://openalex.org/I4210141476"]},{"raw_affiliation_string":"School of Ecology and Environment, Tibet University, Lhasa, China","institution_ids":["https://openalex.org/I140786321"]},{"raw_affiliation_string":"Science Center of Lingshan Forum of Guangdong Province, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210141476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102006383","display_name":"Demin Wang","orcid":"https://orcid.org/0000-0002-3494-5147"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Demin Wang","raw_affiliation_strings":["College of Information Science and Engineering, Henan University of Technology,Zhengzhou,China","Henan International Joint Laboratory of Grain Information Processing, Zhengzhou, China","College of Information Science and Engineering, Henan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Henan University of Technology,Zhengzhou,China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Henan International Joint Laboratory of Grain Information Processing, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"College of Information Science and Engineering, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401884","display_name":"Yuqing Zhang","orcid":"https://orcid.org/0000-0001-8306-7195"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqing Zhang","raw_affiliation_strings":["University of Chinese Academy of Sciences,Beijing,China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101737081","display_name":"Xiaoduo Pan","orcid":"https://orcid.org/0000-0002-0573-1625"},"institutions":[{"id":"https://openalex.org/I4210141476","display_name":"Institute of Tibetan Plateau Research","ror":"https://ror.org/03zn6c508","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoduo Pan","raw_affiliation_strings":["Institute of Tibetan Plateau Research, Chinese Academy of Sciences,National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER),Beijing,China","National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","Science Center of Lingshan Forum of Guangdong Province, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Institute of Tibetan Plateau Research, Chinese Academy of Sciences,National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER),Beijing,China","institution_ids":["https://openalex.org/I4210141476"]},{"raw_affiliation_string":"National Tibetan Plateau Data Center (TPDC), State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210141476"]},{"raw_affiliation_string":"Science Center of Lingshan Forum of Guangdong Province, Guangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071045218","display_name":"Zhibin Zuo","orcid":"https://orcid.org/0000-0002-9063-5856"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Zuo","raw_affiliation_strings":["College of Information Science and Engineering, Henan University of Technology,Zhengzhou,China","Henan International Joint Laboratory of Grain Information Processing, Zhengzhou, China","College of Information Science and Engineering, Henan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Henan University of Technology,Zhengzhou,China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Henan International Joint Laboratory of Grain Information Processing, Zhengzhou, China","institution_ids":[]},{"raw_affiliation_string":"College of Information Science and Engineering, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005565106"],"corresponding_institution_ids":["https://openalex.org/I140786321","https://openalex.org/I4210141476"],"apc_list":null,"apc_paid":null,"fwci":1.0692,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77480286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1082","last_page":"1086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9977999925613403,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8521171808242798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7356024980545044},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7091871500015259},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.6242212653160095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4983847141265869},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.44281721115112305},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3590603470802307},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3216955363750458},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13745763897895813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08785387873649597}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8521171808242798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7356024980545044},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7091871500015259},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.6242212653160095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4983847141265869},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.44281721115112305},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3590603470802307},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3216955363750458},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13745763897895813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08785387873649597},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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/icnc59896.2024.10556275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc59896.2024.10556275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computing, Networking and Communications (ICNC)","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":13,"referenced_works":["https://openalex.org/W2116049747","https://openalex.org/W2968526727","https://openalex.org/W3103627349","https://openalex.org/W3162751737","https://openalex.org/W3164246203","https://openalex.org/W3199070602","https://openalex.org/W4210531367","https://openalex.org/W4287994809","https://openalex.org/W4297964528","https://openalex.org/W4306376926","https://openalex.org/W4367727829","https://openalex.org/W4381327595","https://openalex.org/W6771370899"],"related_works":["https://openalex.org/W2109115373","https://openalex.org/W2390901981","https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571"],"abstract_inverted_index":{"This":[0,36],"study":[1],"introduces":[2],"a":[3],"Deep":[4,74],"Reinforcement":[5,75],"Learning-based":[6],"Contention":[7],"Window":[8],"Avoidance":[9],"Scheme":[10],"aimed":[11],"at":[12],"improving":[13],"service":[14,49,108,142],"priority":[15,143],"differentiation":[16,47],"and":[17,65,127],"network":[18,81,114],"throughput":[19],"under":[20],"high":[21],"load":[22],"conditions":[23],"within":[24,51],"wireless":[25],"networks":[26,139],"that":[27,119,140],"utilize":[28],"the":[29,46,61,80,95,99,107,112,120,135],"Network":[30],"Distributed":[31],"Coordination":[32],"Function":[33],"(DCF)":[34],"mechanism.":[35],"novel":[37],"approach":[38],"involves":[39],"two":[40],"key":[41],"strategies:":[42],"firstly,":[43],"it":[44,72],"enables":[45],"of":[48,85,101,138],"priorities":[50],"DCF-based":[52],"channel":[53,90],"access":[54],"by":[55,68],"categorizing":[56],"them":[57],"in":[58,104],"accordance":[59],"with":[60,106],"varying":[62],"data":[63,129],"types":[64],"streams":[66],"transmitted":[67],"different":[69],"stations;":[70],"secondly,":[71],"leverages":[73],"Learning":[76],"to":[77,111],"dynamically":[78,97],"evaluate":[79],"state":[82],"through":[83],"analysis":[84],"collision":[86,125],"probabilities":[87],"derived":[88],"from":[89],"observations.":[91],"By":[92],"doing":[93],"so,":[94],"scheme":[96,122],"modulates":[98],"ranges":[100],"contention":[102],"windows":[103],"alignment":[105],"priorities,":[109],"responding":[110],"immediate":[113],"circumstances.":[115],"Empirical":[116],"evidence":[117],"indicates":[118],"proposed":[121],"substantially":[123],"mitigates":[124],"frequencies":[126],"augments":[128],"transmission":[130],"throughput,":[131],"thus":[132],"significantly":[133],"advancing":[134],"overall":[136],"performance":[137],"require":[141],"differentiation.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}