{"id":"https://openalex.org/W2750827144","doi":"https://doi.org/10.3390/e19090477","title":"A Fuzzy-Based Adaptive Streaming Algorithm for Reducing Entropy Rate of DASH Bitrate Fluctuation to Improve Mobile Quality of Service","display_name":"A Fuzzy-Based Adaptive Streaming Algorithm for Reducing Entropy Rate of DASH Bitrate Fluctuation to Improve Mobile Quality of Service","publication_year":2017,"publication_date":"2017-09-07","ids":{"openalex":"https://openalex.org/W2750827144","doi":"https://doi.org/10.3390/e19090477","mag":"2750827144"},"language":"en","primary_location":{"id":"doi:10.3390/e19090477","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e19090477","pdf_url":"https://www.mdpi.com/1099-4300/19/9/477/pdf?version=1504856737","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/19/9/477/pdf?version=1504856737","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035630816","display_name":"Linh Van","orcid":"https://orcid.org/0000-0003-3088-4612"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Linh Ma","raw_affiliation_strings":["School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea"],"raw_orcid":"https://orcid.org/0000-0003-3088-4612","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635535","display_name":"Jae Hyung Park","orcid":"https://orcid.org/0000-0002-5043-9455"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehyung Park","raw_affiliation_strings":["School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076212808","display_name":"Ji-Seung Nam","orcid":"https://orcid.org/0000-0001-9343-9482"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiseung Nam","raw_affiliation_strings":["School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046727688","display_name":"Ho\u2010Yong Ryu","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"HoYong Ryu","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, 218 Gajeong-ro, Yuseong-gu, Daejeon 34129, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, 218 Gajeong-ro, Yuseong-gu, Daejeon 34129, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083642709","display_name":"Jinsul Kim","orcid":"https://orcid.org/0000-0003-2294-3969"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jinsul Kim","raw_affiliation_strings":["School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea"],"raw_orcid":"https://orcid.org/0000-0003-2294-3969","affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Engineering, Chonnam National University, Gwangju 500-757, Korea","institution_ids":["https://openalex.org/I111277659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083642709"],"corresponding_institution_ids":["https://openalex.org/I111277659"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":1.0669,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82975373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"19","issue":"9","first_page":"477","last_page":"477"},"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":0.9972000122070312,"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":0.9919000267982483,"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":0.8004353046417236},{"id":"https://openalex.org/keywords/dynamic-adaptive-streaming-over-http","display_name":"Dynamic Adaptive Streaming over HTTP","score":0.7238500118255615},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5698566436767578},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5190792083740234},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5026605129241943},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.492014616727829},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.36726629734039307},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.3626481890678406},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2191181182861328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16554474830627441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8004353046417236},{"id":"https://openalex.org/C2777588599","wikidata":"https://www.wikidata.org/wiki/Q135299","display_name":"Dynamic Adaptive Streaming over HTTP","level":4,"score":0.7238500118255615},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5698566436767578},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5190792083740234},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5026605129241943},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.492014616727829},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.36726629734039307},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.3626481890678406},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2191181182861328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16554474830627441}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/e19090477","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e19090477","pdf_url":"https://www.mdpi.com/1099-4300/19/9/477/pdf?version=1504856737","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7b333752c90143018056d56f9d3d6af9","is_oa":true,"landing_page_url":"https://doaj.org/article/7b333752c90143018056d56f9d3d6af9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 19, Iss 9, p 477 (2017)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/19/9/477/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e19090477","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 19; Issue 9; Pages: 477","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e19090477","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e19090477","pdf_url":"https://www.mdpi.com/1099-4300/19/9/477/pdf?version=1504856737","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2368550740","display_name":null,"funder_award_id":"NRF-2017R1D1A1B03034429","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8451024735","display_name":null,"funder_award_id":"IITP-2017-2016-0-00314","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G8467647340","display_name":null,"funder_award_id":"12221-14-1001","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322065","display_name":"National IT Industry Promotion Agency","ror":"https://ror.org/026v53e29"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2750827144.pdf","grobid_xml":"https://content.openalex.org/works/W2750827144.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1560718431","https://openalex.org/W1589069977","https://openalex.org/W1964859752","https://openalex.org/W1972191802","https://openalex.org/W1972311195","https://openalex.org/W1976676487","https://openalex.org/W1984932993","https://openalex.org/W1986570368","https://openalex.org/W2020189063","https://openalex.org/W2024007801","https://openalex.org/W2031279815","https://openalex.org/W2033444474","https://openalex.org/W2036152326","https://openalex.org/W2051915754","https://openalex.org/W2056458241","https://openalex.org/W2073807738","https://openalex.org/W2085060388","https://openalex.org/W2104594675","https://openalex.org/W2104644670","https://openalex.org/W2124041779","https://openalex.org/W2128179233","https://openalex.org/W2138234297","https://openalex.org/W2145889720","https://openalex.org/W2146395539","https://openalex.org/W2150453038","https://openalex.org/W2153818479","https://openalex.org/W2255488549","https://openalex.org/W2300178424","https://openalex.org/W2343638217","https://openalex.org/W2343964994","https://openalex.org/W2403288351","https://openalex.org/W2525993777","https://openalex.org/W2601347938","https://openalex.org/W2602023803","https://openalex.org/W2602750211","https://openalex.org/W3101166265"],"related_works":["https://openalex.org/W2028643315","https://openalex.org/W2123429490","https://openalex.org/W2724255592","https://openalex.org/W3163713546","https://openalex.org/W2341447674","https://openalex.org/W2210424002","https://openalex.org/W2663282472","https://openalex.org/W2726908435","https://openalex.org/W2018625789","https://openalex.org/W2560609567"],"abstract_inverted_index":{"Dynamic":[0,125],"adaptive":[1,65],"streaming":[2,14,42,66],"over":[3,128],"Hypertext":[4],"Transfer":[5],"Protocol":[6],"(HTTP)":[7],"is":[8],"an":[9],"advanced":[10],"technology":[11,25],"in":[12,88,95,100,116,124],"video":[13,41,93,121,169,204],"to":[15,68,118,163,188,216],"deal":[16],"with":[17,45],"the":[18,30,46,53,77,96,134,138,148,165,168,173,180,190],"uncertainty":[19],"of":[20,39,55,80,91,137,150,167,183,192,212],"network":[21,31,47],"states.":[22],"However,":[23,72],"this":[24,101],"has":[26],"one":[27],"drawback":[28],"as":[29,207,209],"states":[32],"frequently":[33],"and":[34,49,110,140,154],"continuously":[35],"change.":[36],"The":[37,195],"quality":[38,54,94,122,170,205],"a":[40,81,92,105,111,144,159,184],"fluctuates":[43],"along":[44],"changes,":[48],"it":[50],"might":[51,86],"reduce":[52,69,119],"service.":[56],"In":[57,176],"recent":[58],"years,":[59],"many":[60],"researchers":[61],"have":[62],"proposed":[63,201],"several":[64],"algorithms":[67,74,85],"such":[70],"changes.":[71],"these":[73,84],"only":[75],"consider":[76],"current":[78],"state":[79],"network.":[82],"Thus,":[83],"result":[87],"inaccurate":[89],"estimates":[90],"near":[97],"term.":[98],"Therefore,":[99],"paper,":[102],"we":[103,132,157,178],"propose":[104,158],"method":[106,202],"using":[107],"fuzzy":[108,160],"logic":[109,161],"mathematics":[112],"moving":[113,135],"average":[114,136,155],"technique,":[115],"order":[117],"mobile":[120],"fluctuation":[123,206],"Adaptive":[126],"Streaming":[127],"HTTP":[129],"(DASH).":[130],"First,":[131],"calculate":[133],"bandwidth":[139,185,213],"buffer":[141],"values":[142],"for":[143,172],"given":[145],"period.":[146],"On":[147],"basis":[149],"differences":[151],"between":[152],"real":[153],"values,":[156],"system":[162],"deduce":[164],"value":[166],"representation":[171],"next":[174],"request.":[175],"addition,":[177],"use":[179],"entropy":[181],"rate":[182],"measurement":[186],"sequence":[187],"measure":[189],"predictable/stabilization":[191],"our":[193,200],"method.":[194],"experiment":[196],"results":[197],"show":[198],"that":[199],"reduces":[203],"well":[208],"improves":[210],"40%":[211],"utilization":[214],"compared":[215],"existing":[217],"methods.":[218]},"counts_by_year":[{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}