{"id":"https://openalex.org/W2963093138","doi":"https://doi.org/10.1109/twc.2016.2592501","title":"Throughput Analysis of Proportional Fair Scheduling for Sparse and Ultra-Dense Interference-Limited OFDMA/LTE Networks","display_name":"Throughput Analysis of Proportional Fair Scheduling for Sparse and Ultra-Dense Interference-Limited OFDMA/LTE Networks","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2963093138","doi":"https://doi.org/10.1109/twc.2016.2592501","mag":"2963093138"},"language":"en","primary_location":{"id":"pmh:oai:DiVA.org:kth-190949","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-190949","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-190949","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045204007","display_name":"Donald Parruca","orcid":"https://orcid.org/0000-0001-6983-6285"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Parrucar, Donald","raw_affiliation_strings":["Chair of Computer Networks, University of Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Computer Networks, University of Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037402766","display_name":"James Gross","orcid":"https://orcid.org/0000-0001-6682-6559"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Gross, James","raw_affiliation_strings":["School of Electrical Engineering, Royal Institute of Technology, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Royal Institute of Technology, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045204007"],"corresponding_institution_ids":["https://openalex.org/I206945453"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7922306060791016},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7209818363189697},{"id":"https://openalex.org/keywords/proportionally-fair","display_name":"Proportionally fair","score":0.5904942154884338},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5617198944091797},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5372687578201294},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiple-access","display_name":"Orthogonal frequency-division multiple access","score":0.5222245454788208},{"id":"https://openalex.org/keywords/maximum-throughput-scheduling","display_name":"Maximum throughput scheduling","score":0.46762949228286743},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.45267486572265625},{"id":"https://openalex.org/keywords/signal-to-interference-plus-noise-ratio","display_name":"Signal-to-interference-plus-noise ratio","score":0.4496673345565796},{"id":"https://openalex.org/keywords/frequency-division-multiple-access","display_name":"Frequency-division multiple access","score":0.43921923637390137},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42070046067237854},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.32565146684646606},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.30206912755966187},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21487843990325928},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.20711135864257812},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.1739698052406311},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.14266154170036316},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.1326850950717926},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.1185917854309082},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09124600887298584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7922306060791016},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7209818363189697},{"id":"https://openalex.org/C86127852","wikidata":"https://www.wikidata.org/wiki/Q7250364","display_name":"Proportionally fair","level":5,"score":0.5904942154884338},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5617198944091797},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5372687578201294},{"id":"https://openalex.org/C2775907427","wikidata":"https://www.wikidata.org/wiki/Q2697649","display_name":"Orthogonal frequency-division multiple access","level":4,"score":0.5222245454788208},{"id":"https://openalex.org/C29722447","wikidata":"https://www.wikidata.org/wiki/Q17097321","display_name":"Maximum throughput scheduling","level":5,"score":0.46762949228286743},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.45267486572265625},{"id":"https://openalex.org/C98824394","wikidata":"https://www.wikidata.org/wiki/Q4035626","display_name":"Signal-to-interference-plus-noise ratio","level":3,"score":0.4496673345565796},{"id":"https://openalex.org/C2776208322","wikidata":"https://www.wikidata.org/wiki/Q844071","display_name":"Frequency-division multiple access","level":4,"score":0.43921923637390137},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42070046067237854},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.32565146684646606},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.30206912755966187},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21487843990325928},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.20711135864257812},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.1739698052406311},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.14266154170036316},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.1326850950717926},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.1185917854309082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09124600887298584},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:DiVA.org:kth-190949","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-190949","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:kth-190949","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-190949","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W971366","https://openalex.org/W1491117420","https://openalex.org/W1847675862","https://openalex.org/W1964144113","https://openalex.org/W1967658289","https://openalex.org/W1969157789","https://openalex.org/W1969521893","https://openalex.org/W1986133147","https://openalex.org/W1987497363","https://openalex.org/W2004340723","https://openalex.org/W2070432820","https://openalex.org/W2070514531","https://openalex.org/W2081802895","https://openalex.org/W2096069492","https://openalex.org/W2104938765","https://openalex.org/W2110205247","https://openalex.org/W2114130688","https://openalex.org/W2123080146","https://openalex.org/W2130694428","https://openalex.org/W2131187424","https://openalex.org/W2136423702","https://openalex.org/W2137503000","https://openalex.org/W2147038811","https://openalex.org/W2149017229","https://openalex.org/W2153014083","https://openalex.org/W2155684141","https://openalex.org/W2165778244","https://openalex.org/W2165943096","https://openalex.org/W2262487691","https://openalex.org/W4299571672"],"related_works":["https://openalex.org/W1999684000","https://openalex.org/W2093454713","https://openalex.org/W1534183152","https://openalex.org/W2025189274","https://openalex.org/W2104899514","https://openalex.org/W2130034407","https://openalex.org/W2202501807","https://openalex.org/W2077539535","https://openalex.org/W2920879472","https://openalex.org/W2123080146"],"abstract_inverted_index":{"Various":[0],"system":[1],"tasks,":[2],"such":[3],"as":[4,97,99,108],"interference":[5,49,54],"coordination,":[6],"handover":[7],"decisions,":[8],"admission":[9],"control,":[10],"and":[11,106],"so":[12],"on":[13],"in":[14,79,110,124,153],"current":[15],"cellular":[16,46,129],"networks":[17],"require":[18],"precise":[19,92],"mid-term":[20,162],"(spanning":[21],"over":[22],"a":[23,67,91,157],"few":[24],"seconds)":[25],"performance":[26,37,134],"models.":[27],"Due":[28],"to":[29,42,104,118,122],"channel-dependent":[30],"scheduling":[31,78],"at":[32],"the":[33,52,60,72,114,125,150],"base":[34],"station,":[35],"these":[36],"models":[38],"are":[39,48],"not":[40],"simple":[41],"obtain.":[43],"Furthermore,":[44,113],"LTE":[45,111],"systems":[47],"limited;":[50],"hence,":[51],"way":[53],"is":[55,57,116,136],"modeled":[56],"crucial":[58],"for":[59,71,161],"accuracy.":[61],"In":[62],"this":[63,154],"paper,":[64],"we":[65],"present":[66],"closed-form":[68],"analytical":[69,133],"model":[70,87,135,151],"throughput":[73,163],"expectation":[74],"of":[75,128,140],"proportional":[76],"fair":[77],"orthogonal":[80],"frequency":[81],"division":[82],"multiple":[83],"access/LTE":[84],"networks.":[85,112,130],"The":[86,131],"takes":[88],"into":[89],"account":[90],"signal-to-interference-and-noise":[93],"ratio":[94],"(SINR)":[95],"distribution":[96],"well":[98],"considering":[100,142],"limitations":[101],"with":[102,147],"respect":[103],"modulation":[105],"coding,":[107],"encountered":[109],"analysis":[115],"extended":[117],"ultradense":[119],"deployments":[120],"likely":[121],"happen":[123],"5th":[126],"generation":[127],"resulting":[132],"validated":[137],"by":[138],"means":[139],"simulations,":[141],"realistic":[143],"network":[144],"deployments.":[145],"Compared":[146],"related":[148],"work,":[149],"introduced":[152],"paper":[155],"demonstrates":[156],"significantly":[158],"higher":[159],"accuracy":[160],"estimation.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
