{"id":"https://openalex.org/W2088884176","doi":"https://doi.org/10.1109/icufn.2012.6261727","title":"A generic quantitative relationship between quality of experience and packet loss in video streaming services","display_name":"A generic quantitative relationship between quality of experience and packet loss in video streaming services","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2088884176","doi":"https://doi.org/10.1109/icufn.2012.6261727","mag":"2088884176"},"language":"en","primary_location":{"id":"doi:10.1109/icufn.2012.6261727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2012.6261727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Fourth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082756758","display_name":"Sajad Khorsandroo","orcid":"https://orcid.org/0000-0003-0649-9247"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I4210120974","display_name":"Islamic Azad University of Tafresh","ror":"https://ror.org/02bcg1976","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210120974"]}],"countries":["IR","MY"],"is_corresponding":false,"raw_author_name":"Sajad Khorsandroo","raw_affiliation_strings":["Faculty of Computer Engineering, Islamic Azad University, Tafresh, Iran","Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","Faculty of Computer Science and Information Technology University of Malaya Kuala Lumpur Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Engineering, Islamic Azad University, Tafresh, Iran","institution_ids":["https://openalex.org/I4210120974"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology University of Malaya Kuala Lumpur Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017116281","display_name":"Rafidah Md Noor","orcid":"https://orcid.org/0000-0001-6266-2390"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rafidah Md Noor","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","Faculty of Computer Science and Information Technology University of Malaya Kuala Lumpur Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology University of Malaya Kuala Lumpur Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016772236","display_name":"Sayid Khorsandroo","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I4210120974","display_name":"Islamic Azad University of Tafresh","ror":"https://ror.org/02bcg1976","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210120974"]}],"countries":["IR","MY"],"is_corresponding":false,"raw_author_name":"Sayid Khorsandroo","raw_affiliation_strings":["Faculty of Computer Engineering, Islamic Azad University, Tafresh, Iran","Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Engineering, Islamic Azad University, Tafresh, Iran","institution_ids":["https://openalex.org/I4210120974"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1279,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.81349979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"30","issue":null,"first_page":"352","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9125000238418579,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9046000242233276,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8072206377983093},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.6716077327728271},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6398529410362244},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.6356101632118225},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5632660388946533},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5569295883178711},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5514753460884094},{"id":"https://openalex.org/keywords/mobile-qos","display_name":"Mobile QoS","score":0.546719491481781},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5315999984741211},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5121643543243408},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4418954849243164},{"id":"https://openalex.org/keywords/pevq","display_name":"PEVQ","score":0.44057175517082214},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43796882033348083},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42373138666152954},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41426581144332886},{"id":"https://openalex.org/keywords/subjective-video-quality","display_name":"Subjective video quality","score":0.23656892776489258},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.1614176630973816},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15668925642967224},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1362682282924652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1358889639377594},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.11576217412948608}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8072206377983093},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.6716077327728271},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6398529410362244},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.6356101632118225},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5632660388946533},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5569295883178711},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5514753460884094},{"id":"https://openalex.org/C169761439","wikidata":"https://www.wikidata.org/wiki/Q6886951","display_name":"Mobile QoS","level":4,"score":0.546719491481781},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5315999984741211},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5121643543243408},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4418954849243164},{"id":"https://openalex.org/C156414586","wikidata":"https://www.wikidata.org/wiki/Q15995396","display_name":"PEVQ","level":5,"score":0.44057175517082214},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43796882033348083},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42373138666152954},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41426581144332886},{"id":"https://openalex.org/C114227958","wikidata":"https://www.wikidata.org/wiki/Q7631422","display_name":"Subjective video quality","level":4,"score":0.23656892776489258},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.1614176630973816},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15668925642967224},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1362682282924652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1358889639377594},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.11576217412948608},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","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":1,"locations":[{"id":"doi:10.1109/icufn.2012.6261727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2012.6261727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Fourth International Conference on Ubiquitous and Future Networks (ICUFN)","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":12,"referenced_works":["https://openalex.org/W1529127431","https://openalex.org/W1736209534","https://openalex.org/W1978421850","https://openalex.org/W2001140515","https://openalex.org/W2021433084","https://openalex.org/W2032663712","https://openalex.org/W2122826950","https://openalex.org/W2161826494","https://openalex.org/W3143935008","https://openalex.org/W3159745413","https://openalex.org/W4214487318","https://openalex.org/W6678343331"],"related_works":["https://openalex.org/W1993169536","https://openalex.org/W2795894491","https://openalex.org/W2022479161","https://openalex.org/W2126011296","https://openalex.org/W2323705866","https://openalex.org/W1513097362","https://openalex.org/W2021260864","https://openalex.org/W2134058226","https://openalex.org/W2985652272","https://openalex.org/W1967260437"],"abstract_inverted_index":{"Increasing":[0],"numbers":[1],"of":[2,46,66,107,123,126,166],"Internet":[3],"users":[4,70],"have":[5],"recently":[6],"been":[7],"gaining":[8],"interest":[9],"in":[10,39,52,69,171,175,184,219,225],"streaming":[11,33,40,144,168,208],"services":[12],"as":[13,149],"they":[14],"watch":[15],"their":[16],"favorite":[17],"live":[18],"football":[19],"match":[20],"or":[21,31,60,79,85],"listen":[22],"to":[23,82,111,119,161,173,186,196],"the":[24,53,89,188,204],"latest":[25],"breaking":[26],"news":[27],"online":[28],"through":[29],"voice":[30],"video":[32,143,167,207],"services.":[34],"It":[35],"is":[36,133,153,158],"known":[37],"that":[38,217],"services,":[41],"even":[42,80],"a":[43,61,77,115,138,150,182],"small":[44],"amount":[45],"quality":[47,106,169],"disturbance":[48],"can":[49,94,130,202,230],"irritate":[50],"users,":[51],"form":[54],"of,":[55],"for":[56,234],"example,":[57],"blurred":[58],"pictures":[59],"lost":[62],"scene.":[63],"This":[64],"sort":[65],"problem":[67],"results":[68,215],"becoming":[71],"dissatisfied,":[72],"and":[73,118,146,210,227],"potentially":[74],"giving":[75],"up":[76],"service":[78,86,127],"switching":[81],"another":[83],"network":[84],"provider.":[87],"In":[88,135,213],"current":[90],"competitive":[91],"market,":[92],"providers":[93],"thus":[95],"incur":[96],"large":[97],"losses.":[98],"To":[99],"avoid":[100],"such":[101],"an":[102],"issue,":[103],"end":[104],"user":[105,164],"experience":[108,165],"(QoE)":[109],"needs":[110],"be":[112,231],"maintained":[113],"at":[114],"satisfactory":[116],"level,":[117],"do":[120],"so,":[121],"knowledge":[122],"how":[124,163,198],"Quality":[125],"(QoS)":[128],"parameters":[129],"affect":[131],"QoE":[132,145,209,236],"vital.":[134],"this":[136,200],"paper,":[137],"generic":[139],"quantitative":[140],"relationship":[141,157],"between":[142,206],"packet":[147,211],"loss,":[148],"QoS":[151,176,239],"parameter,":[152],"proposed.":[154],"The":[155],"proposed":[156,189],"then":[159],"used":[160],"explain":[162],"changes":[170],"relation":[172,201],"fluctuations":[174],"parameter.":[177],"Data":[178],"was":[179],"collected":[180],"from":[181],"test-bed":[183],"order":[185],"test":[187],"relationship.":[190],"Statistical":[191],"techniques":[192],"were":[193],"also":[194],"employed":[195],"show":[197,216],"successfully":[199],"illustrate":[203],"dependency":[205],"loss.":[212],"addition,":[214],"functions":[218,224],"power":[220],"forms,":[221,229],"along":[222],"with":[223],"exponential":[226],"logarithmic":[228],"considered":[232],"candidates":[233],"assessing":[235],"based":[237],"on":[238],"parameters.":[240]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}