{"id":"https://openalex.org/W2156946532","doi":"https://doi.org/10.1109/tmm.2009.2026085","title":"A Control-Theoretic Approach to Rate Control for Streaming Videos","display_name":"A Control-Theoretic Approach to Rate Control for Streaming Videos","publication_year":2009,"publication_date":"2009-09-11","ids":{"openalex":"https://openalex.org/W2156946532","doi":"https://doi.org/10.1109/tmm.2009.2026085","mag":"2156946532"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2009.2026085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2009.2026085","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5100897149","display_name":"Yingsong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yingsong Huang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aubum University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aubum University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080122431","display_name":"Shiwen Mao","orcid":"https://orcid.org/0000-0002-7052-0007"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiwen Mao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aubum University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aubum University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032279199","display_name":"Scott F. Midkiff","orcid":"https://orcid.org/0000-0003-4933-7360"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott F. Midkiff","raw_affiliation_strings":["Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100897149"],"corresponding_institution_ids":["https://openalex.org/I82497590"],"apc_list":null,"apc_paid":null,"fwci":5.7087,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.96452019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"11","issue":"6","first_page":"1072","last_page":"1081"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8435574769973755},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6634760499000549},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.6586225032806396},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5834205150604248},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5468804240226746},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5345951914787292},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4886660873889923},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.48069053888320923},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.4679507315158844},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.445912629365921},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.438104510307312},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3513530492782593},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1264449656009674},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10595458745956421}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8435574769973755},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6634760499000549},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.6586225032806396},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5834205150604248},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5468804240226746},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5345951914787292},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4886660873889923},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.48069053888320923},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.4679507315158844},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.445912629365921},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.438104510307312},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3513530492782593},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1264449656009674},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10595458745956421},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2009.2026085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2009.2026085","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.719.7593","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.719.7593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eng.auburn.edu/%7Eszm0001/papers/HuangTMM2009.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1509229256","https://openalex.org/W1609755472","https://openalex.org/W1763790326","https://openalex.org/W1804414343","https://openalex.org/W1974965594","https://openalex.org/W2009054375","https://openalex.org/W2017093377","https://openalex.org/W2051836056","https://openalex.org/W2056529449","https://openalex.org/W2062055103","https://openalex.org/W2070317877","https://openalex.org/W2103548892","https://openalex.org/W2103701891","https://openalex.org/W2105177639","https://openalex.org/W2111141256","https://openalex.org/W2111692745","https://openalex.org/W2111790766","https://openalex.org/W2117027487","https://openalex.org/W2118687002","https://openalex.org/W2120333408","https://openalex.org/W2125417563","https://openalex.org/W2128387010","https://openalex.org/W2129348840","https://openalex.org/W2129950039","https://openalex.org/W2130660429","https://openalex.org/W2132135004","https://openalex.org/W2135266452","https://openalex.org/W2140227114","https://openalex.org/W2140373064","https://openalex.org/W2143427921","https://openalex.org/W2168468073","https://openalex.org/W2171793454","https://openalex.org/W4213221859","https://openalex.org/W4238538572","https://openalex.org/W4253990512","https://openalex.org/W4254116315"],"related_works":["https://openalex.org/W3161919736","https://openalex.org/W2163719598","https://openalex.org/W2107680156","https://openalex.org/W2387018512","https://openalex.org/W2751422192","https://openalex.org/W2343776926","https://openalex.org/W3035539011","https://openalex.org/W2052044332","https://openalex.org/W4205669608","https://openalex.org/W2245085077"],"abstract_inverted_index":{"As":[0],"streaming":[1,14,35],"videos":[2,36],"are":[3,160],"becoming":[4],"increasingly":[5],"popular,":[6],"it":[7,59,81],"is":[8,49],"important":[9],"to":[10,17,94,138,162],"understand":[11],"the":[12,29,42,52,56,65,68,78,99,102,140,147,164,167,173,176],"end-to-end":[13,107],"system":[15],"and":[16,71,120,128,154,172],"develop":[18,133],"effective":[19,54,134],"algorithms":[20],"for":[21,34,151],"quality":[22,143],"control.":[23],"In":[24],"this":[25],"paper,":[26],"we":[27],"address":[28],"problem":[30],"of":[31,51,101,166,175],"rate":[32,48,76,123],"control":[33,44,113],"with":[37],"a":[38,61,87,111],"control-theoretic":[39,178],"approach.":[40,179],"Among":[41],"various":[43],"knobs,":[45],"video":[46,69,108,118,142,156],"bit":[47],"one":[50],"most":[53],"in":[55],"sense":[57],"that":[58],"has":[60],"direct":[62],"impact":[63],"on":[64],"interaction":[66],"between":[67],"coder":[70],"network":[72],"system.":[73],"While":[74],"increasing":[75],"reduces":[77],"coder-induced":[79],"distortion,":[80],"may":[82],"also":[83],"cause":[84],"congestion":[85,95],"at":[86],"bottleneck":[88,148],"link.":[89],"The":[90],"packet":[91],"loss":[92],"due":[93],"will,":[96],"then,":[97],"increase":[98],"distortion":[100],"decoded":[103],"video.":[104],"We":[105,131],"model":[106],"steaming":[109],"as":[110,144,146],"feedback":[112],"system,":[114],"taking":[115],"into":[116],"account":[117],"codec":[119],"sequence":[121],"characteristics,":[122],"control,":[124],"active":[125],"queue":[126],"management,":[127],"receiver":[129],"feedback.":[130],"then":[132],"proportional":[135],"(P)":[136],"controllers":[137,171],"stabilize":[139],"received":[141],"well":[145],"link":[149],"queue,":[150],"both":[152],"homogeneous":[153],"heterogeneous":[155],"systems.":[157],"Simulation":[158],"results":[159],"presented":[161],"demonstrate":[163],"efficacy":[165],"<i":[168],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[169],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">P</i>":[170],"viability":[174],"proposed":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
