{"id":"https://openalex.org/W3183049682","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473621","title":"Convolutional Neural Network for Asynchronous Packet Parameter Identification in Dense Wi-Fi","display_name":"Convolutional Neural Network for Asynchronous Packet Parameter Identification in Dense Wi-Fi","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3183049682","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473621","mag":"3183049682"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops50388.2021.9473621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091318140","display_name":"Muhammad Harry Bintang Pratama","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Muhammad Harry Bintang Pratama","raw_affiliation_strings":["Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089507166","display_name":"Dody Ichwana Putra","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Dody Ichwana Putra","raw_affiliation_strings":["Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064689582","display_name":"Leonardo Lanante","orcid":"https://orcid.org/0000-0002-5102-4606"},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Leonardo Lanante","raw_affiliation_strings":["Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090908192","display_name":"Hiroshi Och","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Och","raw_affiliation_strings":["Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grad. School of Computer Science and System Engineering Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I207014233"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9987999796867371,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.8382381200790405},{"id":"https://openalex.org/keywords/preamble","display_name":"Preamble","score":0.651581346988678},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.621769905090332},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6080712080001831},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.583940327167511},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5783402919769287},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.5650646090507507},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.48582932353019714},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.45190492272377014},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4253772497177124},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3597741723060608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22625446319580078},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.20934021472930908},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18699172139167786},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1546691656112671},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06990358233451843}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8382381200790405},{"id":"https://openalex.org/C2780691134","wikidata":"https://www.wikidata.org/wiki/Q1129448","display_name":"Preamble","level":3,"score":0.651581346988678},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.621769905090332},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6080712080001831},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.583940327167511},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5783402919769287},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.5650646090507507},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48582932353019714},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.45190492272377014},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4253772497177124},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3597741723060608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22625446319580078},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.20934021472930908},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18699172139167786},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1546691656112671},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06990358233451843}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops50388.2021.9473621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2171551746","https://openalex.org/W2272847350","https://openalex.org/W2773170971","https://openalex.org/W2775383661","https://openalex.org/W2889741439","https://openalex.org/W2951759938","https://openalex.org/W2952754695","https://openalex.org/W2963190722","https://openalex.org/W2968699891","https://openalex.org/W2982509551","https://openalex.org/W2982566153","https://openalex.org/W3008441132","https://openalex.org/W3009482001","https://openalex.org/W3015903302","https://openalex.org/W3102591923","https://openalex.org/W6785901862"],"related_works":["https://openalex.org/W3131553538","https://openalex.org/W2369766703","https://openalex.org/W3204754495","https://openalex.org/W2392460115","https://openalex.org/W2391859761","https://openalex.org/W203335141","https://openalex.org/W2800943838","https://openalex.org/W2933135490","https://openalex.org/W3056434754","https://openalex.org/W2109294620"],"abstract_inverted_index":{"Packet":[0],"collisions":[1],"due":[2],"to":[3,23,54,106,111,176],"overlapping":[4],"Basic":[5],"Service":[6],"Set":[7],"(BSS)":[8],"interference":[9],"can":[10,103,148],"result":[11],"in":[12,44,134,183],"decreased":[13],"network":[14,187],"efficiency.":[15],"To":[16],"overcome":[17],"this":[18,89],"problem,":[19],"802.11":[20],"stations":[21],"need":[22],"confirm":[24],"the":[25,29,71,80,85,117,120,127,144,166,172],"channel":[26,178],"availability":[27],"through":[28],"Clear":[30],"Channel":[31],"Assessment":[32],"(CCA)":[33],"mechanism.":[34],"Besides":[35],"energy":[36],"detection,":[37],"which":[38],"has":[39],"low":[40],"sensitivity,":[41],"packet":[42,151],"detection":[43],"Wi-Fi":[45],"also":[46,124],"utilizes":[47],"a":[48,57,64,75,94,184],"more":[49],"sensitive":[50],"preamble":[51],"correlation":[52],"method":[53,97],"check":[55],"for":[56],"valid":[58],"data":[59],"symbol":[60,160],"within":[61],"4\u03bcs.":[62],"Hence,":[63],"successful":[65],"CCA":[66,109],"is":[67],"only":[68],"possible":[69],"if":[70],"received":[72],"signal":[73,86,121,135],"exceeds":[74],"certain":[76],"power":[77],"level":[78],"or":[79],"contending":[81],"station":[82],"could":[83],"receive":[84],"preamble.":[87,122],"In":[88],"paper,":[90],"we":[91,169],"demonstrate":[92,170],"how":[93],"deep":[95],"learning-based":[96],"like":[98],"Convolutional":[99],"Neural":[100],"Network":[101],"(CNN)":[102],"be":[104],"used":[105],"supplement":[107],"Wi-Fi's":[108],"capability":[110],"increase":[112],"its":[113],"sensitivity":[114],"without":[115],"requiring":[116],"reception":[118],"of":[119,129,138],"We":[123],"elaborate":[125],"on":[126,165],"role":[128],"filter":[130],"size":[131],"and":[132,153,180],"max-pooling":[133],"processing":[136],"points":[137],"view.":[139],"Our":[140],"simulations":[141],"show":[142],"that":[143,171],"proposed":[145,173],"CNN":[146],"model":[147],"classify":[149],"different":[150,159],"formats":[152],"their":[154],"modulation":[155],"types,":[156],"even":[157],"when":[158],"timing":[161],"offsets":[162],"occur.":[163],"Based":[164],"ns-3":[167],"simulation,":[168],"approach":[174],"leads":[175],"better":[177],"utilization":[179],"enhanced":[181],"throughput":[182,191],"multiple":[185],"BSS":[186],"by":[188],"prioritizing":[189],"high":[190],"transmissions.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
