{"id":"https://openalex.org/W2170157685","doi":"https://doi.org/10.1109/tvt.2014.2314646","title":"Energy-Efficient Adaptive Video Transmission: Exploiting Rate Predictions in Wireless Networks","display_name":"Energy-Efficient Adaptive Video Transmission: Exploiting Rate Predictions in Wireless Networks","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2170157685","doi":"https://doi.org/10.1109/tvt.2014.2314646","mag":"2170157685"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2014.2314646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2014.2314646","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":true,"oa_status":"green","oa_url":"http://qspace.library.queensu.ca/bitstreams/51ba3e9c-a948-415d-b7ac-af5fce5cc80c/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027792197","display_name":"Hatem Abou-Zeid","orcid":"https://orcid.org/0000-0003-4720-5794"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hatem Abou-zeid","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Queen's University, Kingston, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021196543","display_name":"Hossam S. Hassanein","orcid":"https://orcid.org/0000-0003-0260-8979"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossam S. Hassanein","raw_affiliation_strings":["School of Computing, Queen's University, Kingston, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105877821","display_name":"Stefan Valentin","orcid":"https://orcid.org/0000-0003-4181-402X"},"institutions":[{"id":"https://openalex.org/I1322087612","display_name":"Alcatel Lucent (Germany)","ror":"https://ror.org/00c5mwp75","country_code":"DE","type":"company","lineage":["https://openalex.org/I1322087612"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Valentin","raw_affiliation_strings":["Bell Labs, Alcatel-Lucent, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bell Labs, Alcatel-Lucent, Stuttgart, Germany","institution_ids":["https://openalex.org/I1322087612"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.6746,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.98827412,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"63","issue":"5","first_page":"2013","last_page":"2026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9984999895095825,"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/T12238","display_name":"Green IT and Sustainability","score":0.9984999895095825,"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":0.7689006328582764},{"id":"https://openalex.org/keywords/dynamic-adaptive-streaming-over-http","display_name":"Dynamic Adaptive Streaming over HTTP","score":0.6915929317474365},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5771956443786621},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.559030294418335},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5359044671058655},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5281515121459961},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5090951323509216},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5055801868438721},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.5001435279846191},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.4979825019836426},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4770233631134033},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4734468162059784},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.4624024033546448},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4530486762523651},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.421690434217453},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.28516334295272827},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.2569712698459625},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15891975164413452},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.13539043068885803},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12197703123092651},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11317673325538635},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.10178416967391968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7689006328582764},{"id":"https://openalex.org/C2777588599","wikidata":"https://www.wikidata.org/wiki/Q135299","display_name":"Dynamic Adaptive Streaming over HTTP","level":4,"score":0.6915929317474365},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5771956443786621},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.559030294418335},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5359044671058655},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5281515121459961},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5090951323509216},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5055801868438721},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.5001435279846191},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.4979825019836426},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4770233631134033},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4734468162059784},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.4624024033546448},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4530486762523651},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.421690434217453},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.28516334295272827},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.2569712698459625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15891975164413452},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.13539043068885803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12197703123092651},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11317673325538635},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.10178416967391968},{"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2014.2314646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2014.2314646","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"},{"id":"pmh:oai:qspace.library.queensu.ca:1974/25934","is_oa":true,"landing_page_url":"http://hdl.handle.net/1974/25934","pdf_url":"http://qspace.library.queensu.ca/bitstreams/51ba3e9c-a948-415d-b7ac-af5fce5cc80c/download","source":{"id":"https://openalex.org/S4306402568","display_name":"QSpace (Queen's University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204722609","host_organization_name":"Queen's University","host_organization_lineage":["https://openalex.org/I204722609"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:qspace.library.queensu.ca:1974/25934","is_oa":true,"landing_page_url":"http://hdl.handle.net/1974/25934","pdf_url":"http://qspace.library.queensu.ca/bitstreams/51ba3e9c-a948-415d-b7ac-af5fce5cc80c/download","source":{"id":"https://openalex.org/S4306402568","display_name":"QSpace (Queen's University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204722609","host_organization_name":"Queen's University","host_organization_lineage":["https://openalex.org/I204722609"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2170157685.pdf","grobid_xml":"https://content.openalex.org/works/W2170157685.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W24067677","https://openalex.org/W1968163033","https://openalex.org/W1968620324","https://openalex.org/W1982300822","https://openalex.org/W1986966935","https://openalex.org/W1987228002","https://openalex.org/W1990007307","https://openalex.org/W1990154979","https://openalex.org/W1994770732","https://openalex.org/W2003999511","https://openalex.org/W2006306358","https://openalex.org/W2009495780","https://openalex.org/W2023351328","https://openalex.org/W2024007801","https://openalex.org/W2024384352","https://openalex.org/W2037596995","https://openalex.org/W2039216363","https://openalex.org/W2061023771","https://openalex.org/W2073807738","https://openalex.org/W2076059195","https://openalex.org/W2083163643","https://openalex.org/W2084000272","https://openalex.org/W2091326421","https://openalex.org/W2097065570","https://openalex.org/W2100352592","https://openalex.org/W2132128535","https://openalex.org/W2136656157","https://openalex.org/W2155098910","https://openalex.org/W2156584587","https://openalex.org/W2160691714","https://openalex.org/W2160998689","https://openalex.org/W2163553782","https://openalex.org/W2315686272","https://openalex.org/W2920966226","https://openalex.org/W6600981286","https://openalex.org/W6649150423"],"related_works":["https://openalex.org/W2515629000","https://openalex.org/W2103590590","https://openalex.org/W2013230419","https://openalex.org/W2169192185","https://openalex.org/W4372349176","https://openalex.org/W2395708164","https://openalex.org/W2140606879","https://openalex.org/W2508100237","https://openalex.org/W2185105561","https://openalex.org/W2796797126"],"abstract_inverted_index":{"The":[0],"unprecedented":[1],"growth":[2],"of":[3,35,92,193],"mobile":[4],"video":[5,24,56,158],"traffic":[6],"is":[7,144],"adding":[8],"significant":[9,208],"pressure":[10],"to":[11,30,96,169],"the":[12,17,20,33,59,98,103,182,194,204],"energy":[13,140,209],"drain":[14],"at":[15,39],"both":[16],"network":[18],"and":[19,131,139,161,199],"end":[21],"user.":[22],"Energy-efficient":[23],"transmission":[25,105],"techniques":[26],"are":[27,165],"thus":[28],"imperative":[29],"cope":[31],"with":[32,58],"challenge":[34],"satisfying":[36],"user":[37,49],"demand":[38],"sustainable":[40],"costs.":[41],"In":[42],"this":[43,77],"paper,":[44],"we":[45,79,174],"investigate":[46],"how":[47],"predicted":[48],"rates":[50,95],"can":[51,124],"be":[52,125],"exploited":[53],"for":[54,120],"energy-efficient":[55,82],"streaming":[57,66,72,85,109],"popular":[60],"Hypertext":[61],"Transfer":[62],"Protocol":[63],"(HTTP)-based":[64],"adaptive":[65,71],"(AS)":[67],"protocols":[68],"[e.g.,":[69],"dynamic":[70],"over":[73],"HTTP":[74],"(DASH)].":[75],"To":[76],"end,":[78],"develop":[80],"an":[81,171],"predictive":[83],"green":[84],"(PGS)":[86],"optimization":[87],"framework":[88,143,206],"that":[89,180,203],"leverages":[90],"predictions":[91],"wireless":[93],"data":[94],"achieve":[97],"following":[99],"objectives:":[100],"1)":[101],"Minimize":[102],"required":[104],"airtime":[106],"without":[107],"causing":[108],"interruptions;":[110],"2)":[111],"minimize":[112],"total":[113],"downlink":[114],"base":[115],"station":[116],"(BS)":[117],"power":[118,164],"consumption":[119],"cases":[121],"where":[122,152],"BSs":[123],"switched":[126],"off":[127],"in":[128],"deep":[129],"sleep;":[130],"3)":[132],"enable":[133],"a":[134,176,190],"tradeoff":[135],"between":[136],"AS":[137],"quality":[138],"consumption.":[141],"Our":[142],"first":[145],"formulated":[146],"as":[147],"mixed-integer":[148],"linear":[149],"programming":[150],"(MILP)":[151],"decisions":[153],"on":[154],"multiuser":[155],"rate":[156],"allocation,":[157],"segment":[159],"quality,":[160],"BS":[162],"transmit":[163],"jointly":[166],"optimized.":[167],"Then,":[168],"provide":[170,189],"online":[172],"solution,":[173],"present":[175],"polynomial-time":[177],"heuristic":[178],"algorithm":[179],"decouples":[181],"PGS":[183,205],"problem":[184],"into":[185],"multiple":[186],"stages.":[187],"We":[188],"performance":[191],"analysis":[192],"proposed":[195],"methods":[196],"by":[197],"simulations,":[198],"numerical":[200],"results":[201],"demonstrate":[202],"yields":[207],"savings.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}