{"id":"https://openalex.org/W2115368602","doi":"https://doi.org/10.1109/tvt.2009.2025133","title":"Machine-Learning-Based Adaptive Approach for Frame-Size Optimization in Wireless LAN Environments","display_name":"Machine-Learning-Based Adaptive Approach for Frame-Size Optimization in Wireless LAN Environments","publication_year":2009,"publication_date":"2009-06-16","ids":{"openalex":"https://openalex.org/W2115368602","doi":"https://doi.org/10.1109/tvt.2009.2025133","mag":"2115368602"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2009.2025133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2009.2025133","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-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/A5030274443","display_name":"Po-Chiang Lin","orcid":"https://orcid.org/0000-0003-1745-4917"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pochiang Lin","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039482466","display_name":"Tsung-Nan Lin","orcid":"https://orcid.org/0000-0001-5659-1194"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsungnan Lin","raw_affiliation_strings":["Department of Electrical Engineering and the Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Dept. of Electr. Eng. & the Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and the Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & the Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7258,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.74593873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"58","issue":"9","first_page":"5060","last_page":"5073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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":1.0,"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":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9983999729156494,"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/frame","display_name":"Frame (networking)","score":0.7354410886764526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7346859574317932},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.7325226664543152},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6899755001068115},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6515804529190063},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5776877999305725},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45801371335983276},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4360131621360779},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3953559994697571},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36012396216392517},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19526270031929016},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1163739264011383}],"concepts":[{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.7354410886764526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346859574317932},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7325226664543152},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6899755001068115},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6515804529190063},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5776877999305725},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45801371335983276},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4360131621360779},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3953559994697571},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36012396216392517},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19526270031929016},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1163739264011383}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2009.2025133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2009.2025133","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1798791593","https://openalex.org/W1893489548","https://openalex.org/W1956181686","https://openalex.org/W2095634137","https://openalex.org/W2096647377","https://openalex.org/W2098774805","https://openalex.org/W2104634827","https://openalex.org/W2104974239","https://openalex.org/W2106893857","https://openalex.org/W2115209502","https://openalex.org/W2116225636","https://openalex.org/W2120710767","https://openalex.org/W2124776405","https://openalex.org/W2136788853","https://openalex.org/W2143184672","https://openalex.org/W2145417574","https://openalex.org/W2154077181","https://openalex.org/W2157329146","https://openalex.org/W2160788610","https://openalex.org/W2162598825","https://openalex.org/W2163158650","https://openalex.org/W2168496806","https://openalex.org/W2594095402","https://openalex.org/W2613173048","https://openalex.org/W2983387397","https://openalex.org/W3140537519","https://openalex.org/W3147028311","https://openalex.org/W6639831379","https://openalex.org/W6674782697"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W2064303750","https://openalex.org/W3048672182","https://openalex.org/W1509300825","https://openalex.org/W3092582874","https://openalex.org/W2054620577"],"abstract_inverted_index":{"The":[0,41,120,172],"performance":[1],"of":[2,16,23,43,129,175,195,255],"IEEE":[3],"802.11":[4],"wireless":[5,17,24],"local":[6],"area":[7],"networks":[8,143],"(WLANs)":[9],"is":[10,30,178],"affected":[11],"by":[12,206],"the":[13,20,34,39,51,54,61,69,82,95,99,111,116,124,127,147,155,159,164,169,183,187,196,200,207,218,224,237,250,256],"channel":[14,62,96,130,184,197,229],"conditions":[15,97,131,185,230],"medium":[18],"and":[19,98,114,132,186,231,240,252],"contention":[21,70,100,133,188,232],"processes":[22],"stations.":[25],"Under":[26],"these":[27,137],"effects,":[28,71],"it":[29],"feasible":[31],"to":[32,37,74,144,154,167,215,248],"adjust":[33,168],"frame":[35,56,156,170,225],"size":[36,57,226],"maximize":[38],"throughput.":[40],"majority":[42],"existing":[44],"frame-size":[45,83],"optimization":[46,84],"solutions":[47],"are":[48,204],"based":[49],"on":[50,60,136,244],"assumption":[52],"that":[53,179,203,217],"optimal":[55],"only":[58],"depends":[59],"conditions.":[63],"These":[64],"approaches":[65],"do":[66],"not":[67],"consider":[68],"thus":[72],"leading":[73],"suboptimal":[75],"solutions.":[76,210],"In":[77,104],"this":[78,105,176],"paper,":[79],"we":[80,162,180],"tackle":[81],"problem":[85],"using":[86],"a":[87,150,245],"machine-learning-based":[88],"adaptive":[89],"approach.":[90],"This":[91],"approach":[92,140,220,239,258],"takes":[93],"both":[94,182],"effect":[101,189],"into":[102,190],"consideration.":[103],"approach,":[106],"each":[107],"source":[108],"station":[109],"performs":[110],"throughput":[112,148],"measurement":[113],"collects":[115],"ldquoframe":[117],"size-throughputrdquo":[118],"patterns.":[119],"collected":[121],"patterns":[122],"contain":[123],"knowledge":[125,160],"about":[126],"effects":[128],"processes.":[134],"Based":[135],"patterns,":[138],"our":[139],"uses":[141],"neural":[142],"accurately":[145],"model":[146],"as":[149],"function":[151],"with":[152],"respect":[153],"size.":[157,171],"After":[158],"building,":[161],"obtain":[163],"gradient":[165],"information":[166],"main":[173],"contribution":[174],"paper":[177],"take":[181],"consideration,":[191],"without":[192],"any":[193],"assumptions":[194],"models":[198],"or":[199],"stations'":[201],"behavior":[202],"required":[205],"previous":[208],"analytical":[209],"We":[211,234],"perform":[212,241],"comprehensive":[213,242],"simulations":[214],"validate":[216],"proposed":[219,238,257],"can":[221],"effectively":[222],"optimize":[223],"under":[227],"various":[228],"effects.":[233],"also":[235],"implement":[236],"experiments":[243],"real":[246],"testbed":[247],"evaluate":[249],"effectiveness":[251],"reaction":[253],"speed":[254],"in":[259],"practice.":[260]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
