{"id":"https://openalex.org/W4414539227","doi":"https://doi.org/10.1109/icc52391.2025.11161782","title":"Mobility-Aware Throughput Prediction for Adaptive Streaming in Cellular Networks","display_name":"Mobility-Aware Throughput Prediction for Adaptive Streaming in Cellular Networks","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414539227","doi":"https://doi.org/10.1109/icc52391.2025.11161782"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","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/A5041833806","display_name":"Maram Helmy","orcid":"https://orcid.org/0000-0003-4234-9676"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Maram Helmy","raw_affiliation_strings":["American University of Sharjah,Department of Industrial Engineering,UAE"],"affiliations":[{"raw_affiliation_string":"American University of Sharjah,Department of Industrial Engineering,UAE","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067211662","display_name":"Mohamed S. Hassan","orcid":"https://orcid.org/0000-0001-6318-0748"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamed Hassan","raw_affiliation_strings":["American University of Sharjah,Department of Electrical Engineering,UAE"],"affiliations":[{"raw_affiliation_string":"American University of Sharjah,Department of Electrical Engineering,UAE","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016390011","display_name":"Mahmoud H. Ismail","orcid":"https://orcid.org/0000-0001-5413-5355"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mahmoud H. Ismail","raw_affiliation_strings":["American University of Sharjah,Department of Electrical Engineering,UAE"],"affiliations":[{"raw_affiliation_string":"American University of Sharjah,Department of Electrical Engineering,UAE","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102737812","display_name":"Usman Tariq","orcid":"https://orcid.org/0000-0002-8244-2165"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Usman Tariq","raw_affiliation_strings":["American University of Sharjah,Department of Electrical Engineering,UAE"],"affiliations":[{"raw_affiliation_string":"American University of Sharjah,Department of Electrical Engineering,UAE","institution_ids":["https://openalex.org/I199440890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041833806"],"corresponding_institution_ids":["https://openalex.org/I199440890"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29957435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3545","last_page":"3550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9979000091552734,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9961000084877014,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.995199978351593,"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/throughput","display_name":"Throughput","score":0.7609000205993652},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5764999985694885},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.5422999858856201},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49410000443458557},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.3928999900817871},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.3831999897956848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8208000063896179},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7609000205993652},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5764999985694885},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.5422999858856201},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5012000203132629},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49410000443458557},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46140000224113464},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.3928999900817871},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C187166803","wikidata":"https://www.wikidata.org/wiki/Q2835831","display_name":"Streaming algorithm","level":3,"score":0.36649999022483826},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.336899995803833},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3052999973297119},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.27790001034736633},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.26350000500679016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11161782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1171617702","display_name":null,"funder_award_id":"FRG22-C-E18,FRG24-C-E53","funder_id":"https://openalex.org/F4320321430","funder_display_name":"American University of Sharjah"}],"funders":[{"id":"https://openalex.org/F4320321430","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1976944900","https://openalex.org/W2017146017","https://openalex.org/W2606830649","https://openalex.org/W2756968191","https://openalex.org/W2797779168","https://openalex.org/W2800873232","https://openalex.org/W2809811157","https://openalex.org/W2810820269","https://openalex.org/W2917583883","https://openalex.org/W2952505272","https://openalex.org/W3001947519","https://openalex.org/W3002697785","https://openalex.org/W3017705363","https://openalex.org/W3081575380","https://openalex.org/W3177318507","https://openalex.org/W3183765950","https://openalex.org/W4283206846","https://openalex.org/W4285030925","https://openalex.org/W4309225968","https://openalex.org/W4385245566","https://openalex.org/W4388923662","https://openalex.org/W4392399631","https://openalex.org/W4392905391","https://openalex.org/W4401509024"],"related_works":[],"abstract_inverted_index":{"Adaptive":[0],"video":[1,111,137],"streaming":[2,96,118,138],"in":[3,17,42,80,139],"cellular":[4],"networks":[5],"faces":[6],"challenges":[7],"due":[8],"to":[9,35,57,108],"the":[10,37,75],"dynamic":[11],"nature":[12],"of":[13,39],"network":[14],"conditions,":[15],"particularly":[16],"environments":[18],"with":[19,84],"varying":[20],"mobility":[21,59,101],"patterns.":[22],"This":[23],"study":[24],"introduces":[25],"a":[26,49,132],"novel":[27],"multi-stage":[28],"mobility-aware":[29],"throughput":[30,71,77],"prediction":[31],"engine":[32],"(MATH-P)":[33],"designed":[34],"enhance":[36],"Quality":[38],"Experience":[40],"(QoE)":[41],"adaptive":[43],"bitrate":[44],"(ABR)":[45],"streaming.":[46],"MATH-P":[47,125],"integrates":[48],"classification-driven":[50],"model":[51],"selection":[52],"mechanism":[53],"that":[54,124],"dynamically":[55],"adjusts":[56],"different":[58,100],"scenarios,":[60],"such":[61],"as":[62],"stationary,":[63],"vehicular,":[64],"and":[65,95,115],"high-speed":[66],"mobility,":[67],"allowing":[68],"for":[69,135],"precise":[70],"predictions.":[72],"By":[73],"replacing":[74],"conventional":[76],"estimation":[78,128],"module":[79],"existing":[81],"ABR":[82],"systems":[83],"MATH-P,":[85],"our":[86],"experiments":[87],"demonstrate":[88],"significant":[89],"improvements":[90],"across":[91,99],"key":[92],"QoE":[93],"models":[94],"performance":[97],"metrics":[98],"scenarios.":[102],"The":[103,120],"results":[104],"highlight":[105],"MATH-P's":[106],"ability":[107],"deliver":[109],"smoother":[110],"playback,":[112],"reduced":[113],"interruptions,":[114],"better":[116],"overall":[117],"quality.":[119],"comprehensive":[121],"evaluation":[122],"shows":[123],"outperforms":[126],"traditional":[127],"methods,":[129],"making":[130],"it":[131],"robust":[133],"solution":[134],"enhancing":[136],"mobility-rich":[140],"environments.":[141]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}