{"id":"https://openalex.org/W4247604383","doi":"https://doi.org/10.1109/wpmc.2017.8301852","title":"Machine learning based subjective quality estimation for video streaming over wireless networks","display_name":"Machine learning based subjective quality estimation for video streaming over wireless networks","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4247604383","doi":"https://doi.org/10.1109/wpmc.2017.8301852"},"language":"en","primary_location":{"id":"doi:10.1109/wpmc.2017.8301852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc.2017.8301852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","raw_type":"proceedings-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/A5061838929","display_name":"Chetna Singhal","orcid":"https://orcid.org/0000-0002-4712-8162"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chetna Singhal","raw_affiliation_strings":["Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology (IIT), Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology (IIT), Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002283905","display_name":"Goutham Teja Tadepalli","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Goutham Teja Tadepalli","raw_affiliation_strings":["Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology (IIT), Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology (IIT), Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061838929"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32453509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"435","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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":1.0,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9866999983787537,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9726999998092651,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8330474495887756},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.7418506741523743},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.701791524887085},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.6517127752304077},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.6104743480682373},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5446391701698303},{"id":"https://openalex.org/keywords/subjective-video-quality","display_name":"Subjective video quality","score":0.5347273349761963},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5216303467750549},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5053005814552307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48958954215049744},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4799492657184601},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4512098431587219},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.4422690272331238},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.43814510107040405},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42528611421585083},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.41384217143058777},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34547480940818787},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23935994505882263},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.23167330026626587},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.17069867253303528},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15104970335960388},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12329179048538208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8330474495887756},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.7418506741523743},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.701791524887085},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.6517127752304077},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.6104743480682373},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5446391701698303},{"id":"https://openalex.org/C114227958","wikidata":"https://www.wikidata.org/wiki/Q7631422","display_name":"Subjective video quality","level":4,"score":0.5347273349761963},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5216303467750549},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5053005814552307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48958954215049744},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4799492657184601},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4512098431587219},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.4422690272331238},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.43814510107040405},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42528611421585083},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.41384217143058777},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34547480940818787},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23935994505882263},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.23167330026626587},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.17069867253303528},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15104970335960388},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12329179048538208},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/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/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":1,"locations":[{"id":"doi:10.1109/wpmc.2017.8301852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wpmc.2017.8301852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","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":9,"referenced_works":["https://openalex.org/W1492815834","https://openalex.org/W2111601232","https://openalex.org/W2117535912","https://openalex.org/W2121809595","https://openalex.org/W2126741112","https://openalex.org/W2133665775","https://openalex.org/W2158143121","https://openalex.org/W2165222134","https://openalex.org/W2167349140"],"related_works":["https://openalex.org/W4205669608","https://openalex.org/W2343776926","https://openalex.org/W2104624537","https://openalex.org/W2052044332","https://openalex.org/W2883239366","https://openalex.org/W4390768785","https://openalex.org/W2140624161","https://openalex.org/W3127182254","https://openalex.org/W1543922763","https://openalex.org/W1971541619"],"abstract_inverted_index":{"Now-a-days":[0],"Wireless":[1],"transmission":[2,16],"is":[3,39],"the":[4,18,25,31,35,47,66],"major":[5],"medium":[6],"for":[7],"video":[8,15,50],"streaming.":[9],"The":[10,71],"standard":[11],"codecs":[12],"employed":[13],"in":[14,101],"removes":[17],"spatial":[19],"and":[20,58,79,117,124],"temporal":[21],"redundancies":[22],"to":[23,41,64,83],"decrease":[24,30],"required":[26],"bandwidth,":[27],"This":[28,98],"may":[29],"perceptual":[32],"quality":[33,67,86],"of":[34,49,68,87,104,115],"video.":[36,70],"So,":[37],"it":[38],"important":[40],"develop":[42],"frameworks":[43],"that":[44],"will":[45],"measure":[46],"integrity":[48],"just":[51],"as":[52],"a":[53,69],"human":[54,110],"does.":[55],"Various":[56],"objective":[57,96],"subjective":[59,85],"parameters":[60],"can":[61],"be":[62],"used":[63],"rate":[65],"proposed":[72],"algorithm":[73],"employs":[74],"machine":[75],"learning":[76],"(linear":[77],"regression":[78,123],"support":[80,125],"vector":[81,126],"regression)":[82],"predict":[84],"H.264":[88],"videos":[89],"streamed":[90],"over":[91],"wireless":[92],"networks":[93],"from":[94],"their":[95],"scores.":[97],"method":[99],"helps":[100],"evaluating":[102],"Quality":[103],"user":[105],"experience":[106],"(QoE)":[107],"without":[108],"involving":[109],"efforts":[111],"with":[112],"an":[113],"accuracy":[114],"85.96%":[116],"90.049%":[118],"(on":[119],"average)":[120],"using":[121],"linear":[122],"regression,":[127],"respectively.":[128]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
