{"id":"https://openalex.org/W4361829675","doi":"https://doi.org/10.1109/ispacs57703.2022.10082838","title":"WLAN Throughput Prediction Using Deep Learning with Throughput, RSS, and COR","display_name":"WLAN Throughput Prediction Using Deep Learning with Throughput, RSS, and COR","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4361829675","doi":"https://doi.org/10.1109/ispacs57703.2022.10082838"},"language":"en","primary_location":{"id":"doi:10.1109/ispacs57703.2022.10082838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs57703.2022.10082838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","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/A5006016374","display_name":"Yoshihiko Tsuchiya","orcid":"https://orcid.org/0009-0005-4596-6436"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yoshihiko Tsuchiya","raw_affiliation_strings":["Tokyo University of Science,Tokyo,Japan","Tokyo University of Science, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo University of Science,Tokyo,Japan","institution_ids":["https://openalex.org/I161296585"]},{"raw_affiliation_string":"Tokyo University of Science, Tokyo, Japan","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076265818","display_name":"Norisato Suga","orcid":"https://orcid.org/0000-0001-5127-224X"},"institutions":[{"id":"https://openalex.org/I171481255","display_name":"Shibaura Institute of Technology","ror":"https://ror.org/020wjcq07","country_code":"JP","type":"education","lineage":["https://openalex.org/I171481255"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Norisato Suga","raw_affiliation_strings":["ATR Wave Engineering Laboratories,Kyoto,Japan","ATR Wave Engineering Laboratories, Kyoto, Japan","Shibaura Institute of Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"ATR Wave Engineering Laboratories,Kyoto,Japan","institution_ids":[]},{"raw_affiliation_string":"ATR Wave Engineering Laboratories, Kyoto, Japan","institution_ids":[]},{"raw_affiliation_string":"Shibaura Institute of Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I171481255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042062082","display_name":"Kazunori Uruma","orcid":"https://orcid.org/0000-0002-3915-6796"},"institutions":[{"id":"https://openalex.org/I116465919","display_name":"Kogakuin University","ror":"https://ror.org/01wc2tq75","country_code":"JP","type":"education","lineage":["https://openalex.org/I116465919"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazunori Uruma","raw_affiliation_strings":["Kogakuin University,Tokyo,Japan","Kogakuin University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Kogakuin University,Tokyo,Japan","institution_ids":["https://openalex.org/I116465919"]},{"raw_affiliation_string":"Kogakuin University, Tokyo, Japan","institution_ids":["https://openalex.org/I116465919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020085219","display_name":"Kazuto Yano","orcid":"https://orcid.org/0000-0003-2752-7534"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kazuto Yano","raw_affiliation_strings":["ATR Wave Engineering Laboratories,Kyoto,Japan","ATR Wave Engineering Laboratories, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"ATR Wave Engineering Laboratories,Kyoto,Japan","institution_ids":[]},{"raw_affiliation_string":"ATR Wave Engineering Laboratories, Kyoto, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072157149","display_name":"Yoshinori Suzuki","orcid":"https://orcid.org/0000-0003-2224-5394"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yoshinori Suzuki","raw_affiliation_strings":["ATR Wave Engineering Laboratories,Kyoto,Japan","ATR Wave Engineering Laboratories, Kyoto, Japan","NTT Advanced Technology Corporation"],"affiliations":[{"raw_affiliation_string":"ATR Wave Engineering Laboratories,Kyoto,Japan","institution_ids":[]},{"raw_affiliation_string":"ATR Wave Engineering Laboratories, Kyoto, Japan","institution_ids":[]},{"raw_affiliation_string":"NTT Advanced Technology Corporation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086700645","display_name":"Masaya Fujisawa","orcid":null},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaya Fujisawa","raw_affiliation_strings":["Tokyo University of Science,Tokyo,Japan","Tokyo University of Science, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo University of Science,Tokyo,Japan","institution_ids":["https://openalex.org/I161296585"]},{"raw_affiliation_string":"Tokyo University of Science, Tokyo, Japan","institution_ids":["https://openalex.org/I161296585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006016374"],"corresponding_institution_ids":["https://openalex.org/I161296585"],"apc_list":null,"apc_paid":null,"fwci":0.5684,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69949825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9890999794006348,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9884999990463257,"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/throughput","display_name":"Throughput","score":0.930790901184082},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.8192476034164429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7511063814163208},{"id":"https://openalex.org/keywords/wireless-lan","display_name":"Wireless lan","score":0.5866165161132812},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4735614061355591},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4501799941062927},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4111522138118744},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3310794234275818},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11005893349647522}],"concepts":[{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.930790901184082},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.8192476034164429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7511063814163208},{"id":"https://openalex.org/C2985434377","wikidata":"https://www.wikidata.org/wiki/Q212607","display_name":"Wireless lan","level":3,"score":0.5866165161132812},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4735614061355591},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4501799941062927},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4111522138118744},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3310794234275818},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11005893349647522},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispacs57703.2022.10082838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs57703.2022.10082838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3723536152","display_name":null,"funder_award_id":"JPJ000254","funder_id":"https://openalex.org/F4320325628","funder_display_name":"Ministry of Internal Affairs and Communications"}],"funders":[{"id":"https://openalex.org/F4320325628","display_name":"Ministry of Internal Affairs and Communications","ror":"https://ror.org/00vs1pz50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1157397114","https://openalex.org/W2468462628","https://openalex.org/W2599557761","https://openalex.org/W2904851541","https://openalex.org/W2911725799","https://openalex.org/W2967654518","https://openalex.org/W2991478562","https://openalex.org/W3035092965","https://openalex.org/W3045122259","https://openalex.org/W3134902087","https://openalex.org/W3177008180","https://openalex.org/W3199965065","https://openalex.org/W4221040007","https://openalex.org/W4236909075","https://openalex.org/W6719982585"],"related_works":["https://openalex.org/W426968574","https://openalex.org/W2365639220","https://openalex.org/W2080567403","https://openalex.org/W2382520895","https://openalex.org/W2393709043","https://openalex.org/W2539387137","https://openalex.org/W2374952201","https://openalex.org/W1594344721","https://openalex.org/W2101302517","https://openalex.org/W2004445845"],"abstract_inverted_index":{"Throughput":[0],"prediction":[1,18,87,91],"of":[2,12,28,70,80,89,108],"wireless":[3],"LAN":[4],"(WLAN)":[5],"is":[6,23,47,95,100],"important":[7],"technology":[8],"for":[9],"effective":[10],"use":[11],"frequency":[13],"spectrum.":[14],"In":[15],"conventional":[16],"throughput":[17,22,29,46,82],"methods,":[19],"the":[20,41,44,77,81,86,98,103,109],"future":[21],"predicted":[24],"by":[25,50,102],"learning":[26,69,106],"variations":[27],"and":[30,73,93],"some":[31],"related":[32],"information":[33],"such":[34],"as":[35],"Received":[36],"Signal":[37],"Strength":[38],"(RSS).":[39],"On":[40],"other":[42],"hand,":[43],"WLAN":[45],"highly":[48],"affected":[49],"Channel":[51],"Occupancy":[52],"Ratio":[53],"(COR)":[54],"due":[55],"to":[56,75],"carrier":[57],"sense":[58],"multiple":[59],"access":[60],"with":[61],"collision":[62],"avoidance.":[63],"Therefore,":[64],"this":[65],"paper":[66],"proposes":[67],"simultaneous":[68,105],"throughput,":[71],"RSS,":[72],"COR":[74],"learn":[76],"latent":[78],"cause":[79],"variation.":[83],"We":[84],"compare":[85],"accuracy":[88,99],"several":[90],"models,":[92],"it":[94],"confirmed":[96],"that":[97],"improved":[101],"proposed":[104],"regardless":[107],"network":[110],"structure.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
