{"id":"https://openalex.org/W3107768081","doi":"https://doi.org/10.1109/icca51439.2020.9264373","title":"Comparing Delay-Constrained ALOHA and CSMA: A Learning-Based Low-Complexity Approximate Approach","display_name":"Comparing Delay-Constrained ALOHA and CSMA: A Learning-Based Low-Complexity Approximate Approach","publication_year":2020,"publication_date":"2020-10-09","ids":{"openalex":"https://openalex.org/W3107768081","doi":"https://doi.org/10.1109/icca51439.2020.9264373","mag":"3107768081"},"language":"en","primary_location":{"id":"doi:10.1109/icca51439.2020.9264373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca51439.2020.9264373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Control &amp; Automation (ICCA)","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/A5102686802","display_name":"Youzhi Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Youzhi Yu","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, China","School of Electrical Engineering & Intelligentization, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"School of Electrical Engineering & Intelligentization, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072868669","display_name":"Lei Deng","orcid":"https://orcid.org/0000-0002-0584-1146"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Deng","raw_affiliation_strings":["College of Electronics and Information Engineering, Shenzhen University, China","Guangdong Province Engineering Laboratory for Digital Creative Technology, Shenzhen, China","Shenzhen Key Laboratory of Digital Creative Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Province Engineering Laboratory for Digital Creative Technology, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Digital Creative Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101907018","display_name":"Yijin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijin Zhang","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023807587","display_name":"Yunghsiang S. Han","orcid":"https://orcid.org/0000-0002-3592-1681"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunghsiang S. Han","raw_affiliation_strings":["School of Electrical Engineering & Intelligentization, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering & Intelligentization, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102686802"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I2799850029"],"apc_list":null,"apc_paid":null,"fwci":0.1542,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54092115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1346","last_page":"1353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9998000264167786,"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":0.9998000264167786,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9994999766349792,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9993000030517578,"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/aloha","display_name":"Aloha","score":0.9547666907310486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8363924026489258},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6847564578056335},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5279447436332703},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5068431496620178},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.49664241075515747},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48283323645591736},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4583193361759186},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4512632191181183},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.4230629801750183},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3737240433692932}],"concepts":[{"id":"https://openalex.org/C2776398200","wikidata":"https://www.wikidata.org/wiki/Q508880","display_name":"Aloha","level":4,"score":0.9547666907310486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8363924026489258},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6847564578056335},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5279447436332703},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5068431496620178},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.49664241075515747},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48283323645591736},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4583193361759186},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4512632191181183},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.4230629801750183},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3737240433692932},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca51439.2020.9264373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca51439.2020.9264373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Control &amp; Automation (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328566","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1540047495","https://openalex.org/W1977809285","https://openalex.org/W1988969816","https://openalex.org/W2013932004","https://openalex.org/W2015167177","https://openalex.org/W2019826771","https://openalex.org/W2042887130","https://openalex.org/W2050140857","https://openalex.org/W2066987306","https://openalex.org/W2071468023","https://openalex.org/W2079705392","https://openalex.org/W2101064320","https://openalex.org/W2108659721","https://openalex.org/W2122640492","https://openalex.org/W2125364050","https://openalex.org/W2133365802","https://openalex.org/W2134353651","https://openalex.org/W2144256528","https://openalex.org/W2150847784","https://openalex.org/W2158914121","https://openalex.org/W2161146785","https://openalex.org/W2162598825","https://openalex.org/W2164902512","https://openalex.org/W2167264214","https://openalex.org/W2294511912","https://openalex.org/W2467379878","https://openalex.org/W2759063821","https://openalex.org/W2776794349","https://openalex.org/W2807817962","https://openalex.org/W2895512712","https://openalex.org/W2897113583","https://openalex.org/W2938939211","https://openalex.org/W2966082061","https://openalex.org/W3103351902","https://openalex.org/W6679842219"],"related_works":["https://openalex.org/W2740103453","https://openalex.org/W2767687907","https://openalex.org/W4302323979","https://openalex.org/W4234150174","https://openalex.org/W2543616084","https://openalex.org/W2952266750","https://openalex.org/W2909001135","https://openalex.org/W2123879133","https://openalex.org/W2044408233","https://openalex.org/W2392999663"],"abstract_inverted_index":{"Supporting":[0],"delay-constrained":[1,22,70,98,118,125,149,183,242,265],"traffic":[2,58],"becomes":[3,39],"more":[4,6],"and":[5,17,41,59,109,127,133,151,185,230,244],"critical":[7],"in":[8,73,82,94,171,246,263],"multimedia":[9],"communication":[10,72],"systems,":[11,16,19],"tactile":[12],"Internet,":[13],"networked":[14],"control":[15],"cyber-physical":[18],"etc.":[20],"In":[21,100],"traffic,":[23],"each":[24],"packet":[25],"has":[26],"a":[27,86,198],"hard":[28,36],"deadline-when":[29],"it":[30,38],"is":[31,50,122],"not":[32],"delivered":[33],"before":[34],"the":[35,46,83,95,105,116,155,167,172,179,192,206,214,227,233,238,252,264],"deadline,":[37],"useless":[40],"will":[42],"be":[43,210],"removed":[44],"from":[45,53],"system.":[47,220],"This":[48],"feature":[49],"completely":[51],"different":[52,130],"that":[54],"of":[55,157,159,169,182,194,241],"traditional":[56],"delay-unconstrained":[57],"brings":[60],"new":[61,117],"challenge":[62],"to":[63,123,147,166,209,212,225,236],"network":[64,136],"protocol":[65,140],"design.":[66],"We":[67,142,221,249],"focus":[68],"on":[69,139],"wireless":[71,91,111],"this":[74,101],"paper.":[75],"Many":[76],"works":[77,88],"design":[78,197],"centralized":[79],"scheduling":[80],"policies":[81],"downlink":[84],"while":[85],"few":[87],"investigate":[89],"distributed":[90],"access":[92,112],"protocols":[93,113],"uplink":[96],"for":[97,129,187],"traffic.":[99],"work,":[102],"we":[103,175,196],"study":[104],"widely-used":[106],"(slotted)":[107],"ALOHA":[108,126,150,184,201,217,243,256],"CSMA":[110,128,186,245,260],"but":[114],"under":[115,254],"setting.":[119,266],"Our":[120],"goal":[121],"compare":[124,178,237],"system":[131],"settings":[132],"thus":[134],"give":[135],"operators":[137],"guidelines":[138],"selection.":[141],"use":[143,222],"two":[144],"Markov":[145,160],"chains":[146,161],"analyze":[148],"CSMA,":[152],"respectively.":[153],"However,":[154],"number":[156,168],"states":[158],"increases":[162],"exponentially":[163],"with":[164],"respect":[165],"users":[170],"network.":[173],"Therefore,":[174],"can":[176],"only":[177],"exact":[180],"performance":[181,240],"small-scale":[188,223],"networks.":[189,248],"To":[190],"address":[191],"curse":[193],"dimensionality,":[195],"single-user":[199],"parameterized":[200],"(resp.":[202,218,257,261],"CSMA)":[203,219,258],"system,":[204],"where":[205],"parameters":[207,229],"are":[208],"learned":[211],"approximate":[213,239],"original":[215],"multi-user":[216],"networks":[224],"learn":[226],"best":[228],"then":[231],"apply":[232],"low-complexity":[234],"approach":[235],"large-scale":[247],"finally":[250],"reveal":[251],"conditions":[253],"which":[255],"outperforms":[259],"ALOHA)":[262]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
