{"id":"https://openalex.org/W4214908527","doi":"https://doi.org/10.1109/icaiic54071.2022.9722633","title":"A Study on Update Frequency of Q-Learning-based Transmission Datarate Adaptation using Redundant Check Information for IEEE 802.11ax Wireless LAN","display_name":"A Study on Update Frequency of Q-Learning-based Transmission Datarate Adaptation using Redundant Check Information for IEEE 802.11ax Wireless LAN","publication_year":2022,"publication_date":"2022-02-21","ids":{"openalex":"https://openalex.org/W4214908527","doi":"https://doi.org/10.1109/icaiic54071.2022.9722633"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic54071.2022.9722633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic54071.2022.9722633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5020085219","display_name":"Kazuto Yano","orcid":"https://orcid.org/0000-0003-2752-7534"},"institutions":[{"id":"https://openalex.org/I4210104143","display_name":"Advanced Telecommunications Research Institute International","ror":"https://ror.org/01pe1d703","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210104143"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazuto Yano","raw_affiliation_strings":["Advanced Telecommunications Research Institute International,Wave Engineering Laboratories,Kyoto,Japan,619-0288"],"affiliations":[{"raw_affiliation_string":"Advanced Telecommunications Research Institute International,Wave Engineering Laboratories,Kyoto,Japan,619-0288","institution_ids":["https://openalex.org/I4210104143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102345421","display_name":"Kenta Suzuki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104143","display_name":"Advanced Telecommunications Research Institute International","ror":"https://ror.org/01pe1d703","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210104143"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenta Suzuki","raw_affiliation_strings":["Advanced Telecommunications Research Institute International,Wave Engineering Laboratories,Kyoto,Japan,619-0288"],"affiliations":[{"raw_affiliation_string":"Advanced Telecommunications Research Institute International,Wave Engineering Laboratories,Kyoto,Japan,619-0288","institution_ids":["https://openalex.org/I4210104143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028712327","display_name":"Babatunde Ojetunde","orcid":"https://orcid.org/0000-0001-9897-0774"},"institutions":[{"id":"https://openalex.org/I4210104143","display_name":"Advanced Telecommunications Research Institute International","ror":"https://ror.org/01pe1d703","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210104143"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Babatunde Segun Ojetunde","raw_affiliation_strings":["Advanced Telecommunications Research Institute International,Wave Engineering Laboratories,Kyoto,Japan,619-0288"],"affiliations":[{"raw_affiliation_string":"Advanced Telecommunications Research Institute International,Wave Engineering Laboratories,Kyoto,Japan,619-0288","institution_ids":["https://openalex.org/I4210104143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063642951","display_name":"Koji Yamamoto","orcid":"https://orcid.org/0000-0003-4106-3983"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koji Yamamoto","raw_affiliation_strings":["Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501"],"affiliations":[{"raw_affiliation_string":"Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501","institution_ids":["https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020085219"],"corresponding_institution_ids":["https://openalex.org/I4210104143"],"apc_list":null,"apc_paid":null,"fwci":0.5525,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65459027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"345","last_page":"350"},"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9973999857902527,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8002129197120667},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.623437762260437},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5136953592300415},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5061365962028503},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.4911138713359833},{"id":"https://openalex.org/keywords/ieee-802.11","display_name":"IEEE 802.11","score":0.49029138684272766},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45314180850982666},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.44170454144477844},{"id":"https://openalex.org/keywords/carrier-sense-multiple-access-with-collision-avoidance","display_name":"Carrier sense multiple access with collision avoidance","score":0.441250205039978},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3333839178085327},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.10873878002166748},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0864114761352539}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8002129197120667},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.623437762260437},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5136953592300415},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5061365962028503},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.4911138713359833},{"id":"https://openalex.org/C185298936","wikidata":"https://www.wikidata.org/wiki/Q193228","display_name":"IEEE 802.11","level":4,"score":0.49029138684272766},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45314180850982666},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.44170454144477844},{"id":"https://openalex.org/C59229178","wikidata":"https://www.wikidata.org/wiki/Q944633","display_name":"Carrier sense multiple access with collision avoidance","level":4,"score":0.441250205039978},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3333839178085327},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.10873878002166748},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0864114761352539},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic54071.2022.9722633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic54071.2022.9722633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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":9,"referenced_works":["https://openalex.org/W2083896716","https://openalex.org/W2108890528","https://openalex.org/W2161822490","https://openalex.org/W2864813886","https://openalex.org/W3130151570","https://openalex.org/W4226084046","https://openalex.org/W6676052601","https://openalex.org/W6753171580","https://openalex.org/W6810612998"],"related_works":["https://openalex.org/W2098812874","https://openalex.org/W2028748711","https://openalex.org/W3126241397","https://openalex.org/W2153384412","https://openalex.org/W1988317044","https://openalex.org/W2150018195","https://openalex.org/W250603975","https://openalex.org/W2170966007","https://openalex.org/W2377594631","https://openalex.org/W2018116171"],"abstract_inverted_index":{"The":[0,103,118],"authors":[1],"have":[2],"proposed":[3,24,122,146],"a":[4,116],"practical":[5],"transmission":[6,34,50,97],"datarate":[7,35,98],"adaptation":[8],"(TDA)":[9],"scheme":[10,123,147],"using":[11],"Q-learning":[12],"applicable":[13],"to":[14,37],"IEEE":[15,73,132],"802.11ax":[16,133],"wireless":[17],"local":[18],"area":[19,152,183],"networks":[20],"(WLANs).":[21],"In":[22],"the":[23,38,49,56,59,66,86,92,96,107,112,121,145,176,186,191],"scheme,":[25],"each":[26,100],"basic":[27],"service":[28],"set":[29],"(BSS)":[30],"selects":[31],"an":[32],"appropriate":[33],"according":[36],"buffer":[39],"statuses":[40],"of":[41,52,68,80,99,120,169],"adjacent":[42],"BSSs":[43],"which":[44],"are":[45],"periodically":[46],"collected":[47],"and":[48,95,137,161,164],"results":[51],"DATA":[53,101],"frames":[54],"in":[55,72,115,167],"BSS.":[57,117],"Then,":[58],"BSS":[60],"conducts":[61],"underlay":[62],"transmissions":[63],"based":[64,110,130,189],"on":[65,111,131,190],"framework":[67],"spatial":[69],"reuse":[70],"defined":[71],"802.11ax.":[74],"This":[75],"paper":[76],"compares":[77],"two":[78],"methods":[79],"Q-value":[81,178],"update.":[82],"One":[83],"method":[84,105],"is":[85,106,124,142,172],"frame-by-frame":[87,177],"update":[88,109,179,188],"taking":[89],"account":[90],"for":[91],"payload":[93],"length":[94],"frame.":[102],"other":[104],"periodic":[108,187],"total":[113,192],"throughput":[114,153,184],"performance":[119],"evaluated":[125],"through":[126],"system-level":[127],"computer":[128],"simulation":[129],"WLAN":[134],"assuming":[135],"downlink":[136],"uplink":[138],"full-buffer":[139],"traffic.":[140],"It":[141,171],"confirmed":[143,174],"that":[144,175],"can":[148,180],"achieve":[149,181],"better":[150,182],"average":[151],"than":[154,185],"conventional":[155],"Robust":[156],"Rate":[157],"Adaptation":[158],"Algorithm":[159],"(RRAA)":[160],"adaptive":[162],"modulation":[163],"coding":[165],"(AMC)":[166],"most":[168],"cases.":[170],"also":[173],"throughput.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}