{"id":"https://openalex.org/W2498381335","doi":"https://doi.org/10.1109/tvt.2015.2456975","title":"A Dynamic Estimation of the Unsaturated Buffer in the IEEE 802.11 DCF Network: A Particle Filter Framework Approach","display_name":"A Dynamic Estimation of the Unsaturated Buffer in the IEEE 802.11 DCF Network: A Particle Filter Framework Approach","publication_year":2015,"publication_date":"2015-07-16","ids":{"openalex":"https://openalex.org/W2498381335","doi":"https://doi.org/10.1109/tvt.2015.2456975","mag":"2498381335"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2015.2456975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2015.2456975","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/A5036561324","display_name":"Yanbin Chen","orcid":"https://orcid.org/0000-0001-6259-595X"},"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":"Yan-Bin Chen","raw_affiliation_strings":["Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022734456","display_name":"Guan-Yu Lin","orcid":"https://orcid.org/0000-0001-8572-7492"},"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":"Guan-Yu Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045339787","display_name":"Hung\u2010Yu Wei","orcid":"https://orcid.org/0000-0002-3116-306X"},"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":"Hung-Yu Wei","raw_affiliation_strings":["Graduate Institute of Communication Engineering, the Graduate Institute of Electrical Engineering, and the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, the Graduate Institute of Electrical Engineering, and the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7533,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87606675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"65","issue":"7","first_page":"5397","last_page":"5409"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9939000010490417,"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":0.9933000206947327,"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/particle-filter","display_name":"Particle filter","score":0.6898778080940247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6096823215484619},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5910094976425171},{"id":"https://openalex.org/keywords/ieee-802.11","display_name":"IEEE 802.11","score":0.5616285800933838},{"id":"https://openalex.org/keywords/distributed-coordination-function","display_name":"Distributed coordination function","score":0.529485285282135},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.49012669920921326},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45643579959869385},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4172722101211548},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41712772846221924},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3358033299446106},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3356272578239441},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2976609468460083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11190417408943176}],"concepts":[{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.6898778080940247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096823215484619},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5910094976425171},{"id":"https://openalex.org/C185298936","wikidata":"https://www.wikidata.org/wiki/Q193228","display_name":"IEEE 802.11","level":4,"score":0.5616285800933838},{"id":"https://openalex.org/C115338102","wikidata":"https://www.wikidata.org/wiki/Q1229557","display_name":"Distributed coordination function","level":5,"score":0.529485285282135},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.49012669920921326},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45643579959869385},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4172722101211548},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41712772846221924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3358033299446106},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3356272578239441},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2976609468460083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11190417408943176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2015.2456975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2015.2456975","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":[{"id":"https://openalex.org/G2491088671","display_name":null,"funder_award_id":"NTU-ICRP-104R7501-1","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"},{"id":"https://openalex.org/G5757604347","display_name":null,"funder_award_id":"NTU-ICRP-104R7501","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"},{"id":"https://openalex.org/G7203232992","display_name":null,"funder_award_id":"MOST 103-2911-I-002-001","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"}],"funders":[{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"},{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1508456430","https://openalex.org/W1964741416","https://openalex.org/W1969655499","https://openalex.org/W1975726216","https://openalex.org/W1989659920","https://openalex.org/W1995035733","https://openalex.org/W2012666664","https://openalex.org/W2015167177","https://openalex.org/W2020058643","https://openalex.org/W2034723581","https://openalex.org/W2037368603","https://openalex.org/W2091976569","https://openalex.org/W2096054917","https://openalex.org/W2096720193","https://openalex.org/W2099789856","https://openalex.org/W2103851806","https://openalex.org/W2104994834","https://openalex.org/W2109981078","https://openalex.org/W2116660143","https://openalex.org/W2120149629","https://openalex.org/W2126736494","https://openalex.org/W2128952907","https://openalex.org/W2134960780","https://openalex.org/W2156896296","https://openalex.org/W2160337655","https://openalex.org/W2160788104","https://openalex.org/W2162598825","https://openalex.org/W2163398468","https://openalex.org/W2163599171","https://openalex.org/W2294875987","https://openalex.org/W2478503558","https://openalex.org/W2979172579","https://openalex.org/W3133603318","https://openalex.org/W4251232855","https://openalex.org/W4255133955"],"related_works":["https://openalex.org/W2012877902","https://openalex.org/W2374723761","https://openalex.org/W1595716678","https://openalex.org/W2157725088","https://openalex.org/W2075675676","https://openalex.org/W2098812874","https://openalex.org/W2888730388","https://openalex.org/W2309385867","https://openalex.org/W2391464890","https://openalex.org/W1571113492"],"abstract_inverted_index":{"This":[0,102],"paper":[1],"proposes":[2],"a":[3],"particle":[4],"filter":[5],"framework":[6],"to":[7,38,81,111],"perform":[8],"an":[9,31],"online":[10],"estimation":[11,84,116,150],"of":[12,16,89,155],"the":[13,17,20,49,54,60,64,72,82,86,90,94,112,147,156,160,167],"unsaturated":[14,61,91],"buffers":[15],"stations":[18,41],"in":[19,63,93,96,140,159],"IEEE":[21,65],"802.11":[22,66],"distributed":[23],"coordination":[24],"function":[25],"(DCF)":[26],"network.":[27],"Using":[28],"this":[29,76],"framework,":[30],"access":[32],"point":[33],"can":[34],"adapt":[35],"flow":[36],"control":[37],"its":[39],"serving":[40],"and":[42,52,118,128,137],"configure":[43],"related":[44],"parameters":[45],"dynamically,":[46],"thus":[47],"improving":[48],"system":[50],"throughput":[51],"reducing":[53],"packet":[55],"latency.":[56],"Current":[57],"research":[58],"analyzing":[59],"condition":[62],"DCF":[67],"network":[68,135,163],"is":[69,79],"based":[70],"on":[71],"steady-state":[73],"model,":[74],"whereas":[75],"proposed":[77,148],"method":[78],"devoted":[80],"dynamic":[83,149],"for":[85],"probability":[87],"distribution":[88],"buffer":[92],"stations,":[95],"either":[97],"homogeneous":[98],"or":[99],"heterogeneous":[100],"networks.":[101],"study":[103],"also":[104],"employs":[105],"theoretical":[106],"support":[107],"from":[108],"Bayesian":[109],"inference":[110],"particle-filtering":[113],"algorithm.":[114],"The":[115],"accuracy":[117],"effectiveness":[119],"were":[120],"evaluated":[121],"via":[122],"root":[123],"mean":[124],"square":[125],"error":[126],"(RMSE)":[127],"time":[129],"complexity.":[130],"Furthermore,":[131],"we":[132],"considered":[133],"different":[134],"loads":[136],"convergence":[138],"speeds":[139],"our":[141],"analysis.":[142],"Our":[143],"analysis":[144],"demonstrated":[145],"that":[146],"scheme":[151],"has":[152],"greater":[153],"awareness":[154],"traffic":[157,170],"changes":[158],"varying":[161],"wireless":[162],"when":[164],"compared":[165],"with":[166],"traditional":[168],"static":[169],"model.":[171]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}