{"id":"https://openalex.org/W7084051465","doi":"https://doi.org/10.1109/meditcom64437.2025.11104433","title":"Leveraging L-Moments to Characterize Traffic Behavior in 4G and 5G Networks","display_name":"Leveraging L-Moments to Characterize Traffic Behavior in 4G and 5G Networks","publication_year":2025,"publication_date":"2025-07-07","ids":{"openalex":"https://openalex.org/W7084051465","doi":"https://doi.org/10.1109/meditcom64437.2025.11104433"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom64437.2025.11104433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom64437.2025.11104433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","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":null,"display_name":"Jes\u00fas Galeano-Brajones","orcid":"https://orcid.org/0000-0001-8691-8944"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jes\u00fas Galeano-Brajones","raw_affiliation_strings":["Universidad de Extremadura,M&#x00E9;rida,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura,M&#x00E9;rida,Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Grace Villacr\u00e9s","orcid":"https://orcid.org/0000-0002-7934-1849"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Grace Villacr\u00e9s","raw_affiliation_strings":["Universidad Rey Juan Carlos,Fuenlabrada,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos,Fuenlabrada,Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Claudina Rattaro","orcid":"https://orcid.org/0000-0001-7149-5934"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Claudina Rattaro","raw_affiliation_strings":["Universidad de la Rep&#x00FA;blica,Montevideo,Uruguay"],"affiliations":[{"raw_affiliation_string":"Universidad de la Rep&#x00FA;blica,Montevideo,Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Javier Carmona-Murillo","orcid":"https://orcid.org/0000-0002-3910-876X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Carmona-Murillo","raw_affiliation_strings":["Universidad de Extremadura,M&#x00E9;rida,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Extremadura,M&#x00E9;rida,Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mihaela I. Chidean","orcid":"https://orcid.org/0000-0001-9692-8871"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mihaela I. Chidean","raw_affiliation_strings":["Universidad Rey Juan Carlos,Fuenlabrada,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos,Fuenlabrada,Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61565269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10528","display_name":"Adipokines, Inflammation, and Metabolic Diseases","score":0.34549999237060547,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10528","display_name":"Adipokines, Inflammation, and Metabolic Diseases","score":0.34549999237060547,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11411","display_name":"Tea Polyphenols and Effects","score":0.13979999721050262,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11140","display_name":"Natural Antidiabetic Agents Studies","score":0.12530000507831573,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-broadband","display_name":"Mobile broadband","score":0.5893999934196472},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5641000270843506},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5430999994277954},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5332000255584717},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.4230000078678131},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41929998993873596},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.4065999984741211},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.39809998869895935},{"id":"https://openalex.org/keywords/cellular-traffic","display_name":"Cellular traffic","score":0.37450000643730164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7376000285148621},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.5893999934196472},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5641000270843506},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5430999994277954},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5385000109672546},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5332000255584717},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44110000133514404},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.4230000078678131},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41929998993873596},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.4065999984741211},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.39809998869895935},{"id":"https://openalex.org/C133972139","wikidata":"https://www.wikidata.org/wiki/Q5058371","display_name":"Cellular traffic","level":3,"score":0.37450000643730164},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.36000001430511475},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C125599584","wikidata":"https://www.wikidata.org/wiki/Q15057100","display_name":"Broadband networks","level":3,"score":0.3215999901294708},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.2809999883174896},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C110994511","wikidata":"https://www.wikidata.org/wiki/Q661020","display_name":"Next-generation network","level":3,"score":0.27889999747276306},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C179618828","wikidata":"https://www.wikidata.org/wiki/Q3478119","display_name":"Self-organizing network","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2515999972820282},{"id":"https://openalex.org/C97300177","wikidata":"https://www.wikidata.org/wiki/Q1994744","display_name":"Data as a service","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meditcom64437.2025.11104433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom64437.2025.11104433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1481794564","https://openalex.org/W1974723965","https://openalex.org/W2004235162","https://openalex.org/W2056199992","https://openalex.org/W2063711810","https://openalex.org/W2538404941","https://openalex.org/W2761904027","https://openalex.org/W2809811157","https://openalex.org/W2998183971","https://openalex.org/W2999856851","https://openalex.org/W3017194848","https://openalex.org/W3035587274","https://openalex.org/W3122477232","https://openalex.org/W3133508769","https://openalex.org/W3210352508","https://openalex.org/W4200261490","https://openalex.org/W4285289634","https://openalex.org/W4318977630","https://openalex.org/W4385624237","https://openalex.org/W4404569375"],"related_works":[],"abstract_inverted_index":{"While":[0],"4G":[1,85,150],"networks":[2],"have":[3],"served":[4],"as":[5,51],"the":[6,18,166,171,179,207],"foundation":[7],"for":[8,21,72,133,181,187,196],"mobile":[9,156],"broadband":[10],"services,":[11],"their":[12],"architecture":[13],"presents":[14],"limitations":[15],"in":[16,93,98,122,155,165,219],"handling":[17],"increasing":[19],"demand":[20],"higher":[22,152],"data":[23],"rates,":[24],"lower":[25],"latency,":[26],"and":[27,42,53,63,86,119,145,184,200,216],"large-scale":[28],"connectivity.":[29],"The":[30],"transition":[31],"to":[32,170],"5G":[33,67,87,140],"addressed":[34],"these":[35,77,110,191],"constraints":[36],"by":[37],"introducing":[38],"a":[39,68,89,129,142],"more":[40,69,143,182,214],"flexible":[41],"efficient":[43,217],"network":[44,54,99],"design,":[45],"incorporating":[46],"key":[47],"enabling":[48],"technologies":[49,124],"such":[50],"virtualization":[52],"slicing.":[55],"These":[56],"innovations":[57],"enhance":[58],"resource":[59],"allocation,":[60],"mobility":[61,120],"support,":[62],"service":[64],"differentiation,":[65],"making":[66],"capable":[70],"solution":[71],"high-demand":[73,221],"applications.":[74],"However,":[75],"despite":[76],"advancements,":[78],"understanding":[79],"how":[80],"traffic":[81,135,174],"behavior":[82],"differs":[83],"between":[84],"remains":[88],"critical":[90],"challenge,":[91],"particularly":[92,154],"high-mobility":[94],"scenarios,":[95,157],"where":[96],"fluctuations":[97],"performance":[100,218],"can":[101],"significantly":[102],"impact":[103],"Quality":[104],"of":[105,173,209],"Service":[106],"(QoS).":[107],"To":[108],"analyze":[109],"differences,":[111],"we":[112],"examine":[113],"downlink":[114],"(DL)":[115],"bitrate,":[116],"signal":[117],"quality,":[118],"patterns":[121],"both":[123],"using":[125],"L-moment":[126],"ratio":[127],"diagrams,":[128],"robust":[130],"statistical":[131],"tool":[132],"characterizing":[134],"behavior.":[136],"Results":[137],"reveal":[138],"that":[139,204],"offers":[141],"stable":[144,215],"predictable":[146],"bitrate":[147],"distribution,":[148],"whereas":[149],"exhibits":[151],"variability,":[153],"degrading":[158],"QoS.":[159],"Additionally,":[160],"results":[161],"also":[162,194],"show":[163],"inconsistencies":[164],"dataset":[167],"mainly":[168],"due":[169],"presence":[172],"from":[175],"non-declared":[176],"networks,":[177,212],"highlighting":[178],"need":[180],"refined":[183],"validated":[185],"datasets":[186],"future":[188],"studies.":[189],"Understanding":[190],"differences":[192],"is":[193],"crucial":[195],"identifying":[197],"current":[198],"challenges":[199],"defining":[201],"optimization":[202],"strategies":[203],"will":[205],"guide":[206],"development":[208],"next":[210],"generation":[211],"ensuring":[213],"dynamic,":[220],"environments.":[222]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
