{"id":"https://openalex.org/W2965884658","doi":"https://doi.org/10.1109/twc.2019.2940938","title":"Performance Analysis of Cellular Networks With Opportunistic Scheduling Using Queueing Theory and Stochastic Geometry","display_name":"Performance Analysis of Cellular Networks With Opportunistic Scheduling Using Queueing Theory and Stochastic Geometry","publication_year":2019,"publication_date":"2019-09-18","ids":{"openalex":"https://openalex.org/W2965884658","doi":"https://doi.org/10.1109/twc.2019.2940938","mag":"2965884658"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2019.2940938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2019.2940938","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01824986","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028666798","display_name":"Bart\u0142omiej B\u0142aszczyszyn","orcid":"https://orcid.org/0000-0001-6096-4109"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bartlomiej Blaszczyszyn","raw_affiliation_strings":["Inria, Ecole Normale Sup\u00e9rieure, Paris, France","DI-ENS, CNRS, Inira, PSL Research University, Paris, France"],"raw_orcid":"https://orcid.org/0000-0001-6096-4109","affiliations":[{"raw_affiliation_string":"Inria, Ecole Normale Sup\u00e9rieure, Paris, France","institution_ids":[]},{"raw_affiliation_string":"DI-ENS, CNRS, Inira, PSL Research University, Paris, France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101931381","display_name":"Mohamed Kadhem Karray","orcid":"https://orcid.org/0000-0002-0595-0879"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Kadhem Karray","raw_affiliation_strings":["Orange Labs, Ch\u00e2tillon, France"],"raw_orcid":"https://orcid.org/0000-0002-0595-0879","affiliations":[{"raw_affiliation_string":"Orange Labs, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I19370010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9687,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76427291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"12","first_page":"5952","last_page":"5966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998000264167786,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9997000098228455,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.996999979019165,"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":0.714072585105896},{"id":"https://openalex.org/keywords/stochastic-geometry","display_name":"Stochastic geometry","score":0.7033604383468628},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.6209051609039307},{"id":"https://openalex.org/keywords/processor-sharing","display_name":"Processor sharing","score":0.5632866621017456},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5607727766036987},{"id":"https://openalex.org/keywords/stochastic-geometry-models-of-wireless-networks","display_name":"Stochastic geometry models of wireless networks","score":0.502084493637085},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.4691167175769806},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4480736553668976},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.41732969880104065},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.370312362909317},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.36651578545570374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22459694743156433},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18049341440200806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.714072585105896},{"id":"https://openalex.org/C31243852","wikidata":"https://www.wikidata.org/wiki/Q1666739","display_name":"Stochastic geometry","level":2,"score":0.7033604383468628},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.6209051609039307},{"id":"https://openalex.org/C2779084733","wikidata":"https://www.wikidata.org/wiki/Q17097343","display_name":"Processor sharing","level":3,"score":0.5632866621017456},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5607727766036987},{"id":"https://openalex.org/C27819379","wikidata":"https://www.wikidata.org/wiki/Q17166031","display_name":"Stochastic geometry models of wireless networks","level":5,"score":0.502084493637085},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.4691167175769806},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4480736553668976},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.41732969880104065},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.370312362909317},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.36651578545570374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22459694743156433},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18049341440200806},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.0},{"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/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/twc.2019.2940938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2019.2940938","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01824986v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01824986","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IEEE Transactions on Wireless Communications, 2019, 18 (12), pp.5952-5966. ⟨10.1109/TWC.2019.2940938⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01824986v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01824986","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IEEE Transactions on Wireless Communications, 2019, 18 (12), pp.5952-5966. ⟨10.1109/TWC.2019.2940938⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W807275427","https://openalex.org/W1609771289","https://openalex.org/W1640283668","https://openalex.org/W1962720224","https://openalex.org/W1968669685","https://openalex.org/W1998520172","https://openalex.org/W2004447163","https://openalex.org/W2007089224","https://openalex.org/W2009844163","https://openalex.org/W2010799397","https://openalex.org/W2019421046","https://openalex.org/W2023968230","https://openalex.org/W2024445160","https://openalex.org/W2047286362","https://openalex.org/W2049496443","https://openalex.org/W2050952069","https://openalex.org/W2053491613","https://openalex.org/W2076773434","https://openalex.org/W2086698267","https://openalex.org/W2087796731","https://openalex.org/W2088678166","https://openalex.org/W2100359132","https://openalex.org/W2101653254","https://openalex.org/W2123673584","https://openalex.org/W2128597432","https://openalex.org/W2130509920","https://openalex.org/W2139386764","https://openalex.org/W2142390529","https://openalex.org/W2144239375","https://openalex.org/W2149170915","https://openalex.org/W2150166076","https://openalex.org/W2152816617","https://openalex.org/W2155277691","https://openalex.org/W2155773016","https://openalex.org/W2157485058","https://openalex.org/W2158698208","https://openalex.org/W2161872841","https://openalex.org/W2165961214","https://openalex.org/W2167617566","https://openalex.org/W2168164497","https://openalex.org/W2170372734","https://openalex.org/W2185588987","https://openalex.org/W2345070992","https://openalex.org/W2479761636","https://openalex.org/W2518097465","https://openalex.org/W2532967233","https://openalex.org/W2559744077","https://openalex.org/W2567559335","https://openalex.org/W2769399721","https://openalex.org/W2799837476","https://openalex.org/W2963121780","https://openalex.org/W2963356707","https://openalex.org/W2963749079","https://openalex.org/W2968780066","https://openalex.org/W3104581411","https://openalex.org/W3105072513","https://openalex.org/W3105610356","https://openalex.org/W4238789901","https://openalex.org/W4239651601"],"related_works":["https://openalex.org/W2104557602","https://openalex.org/W4301041089","https://openalex.org/W2963230071","https://openalex.org/W2297615509","https://openalex.org/W4321343625","https://openalex.org/W2228745896","https://openalex.org/W631335369","https://openalex.org/W2998386473","https://openalex.org/W2990832673","https://openalex.org/W2039688938"],"abstract_inverted_index":{"Combining":[0],"stochastic":[1],"geometric":[2],"approach":[3,56],"with":[4,50],"some":[5,170],"classical":[6],"results":[7],"from":[8],"queueing":[9],"theory":[10],"regarding":[11],"generalized":[12],"processor":[13,229],"sharing":[14,230],"queues,":[15],"in":[16,34],"this":[17,239],"paper":[18],"we":[19],"extend":[20],"the":[21,25,81,88,96,100,111,117,123,138,145,155,162,167,189,193,197,200,204,213,221,224,227,233],"synthetic":[22],"framework":[23],"for":[24,60],"performance":[26,225],"study":[27,136],"of":[28,80,87,95,110,120,137,141,148,154,158,169,180,192,199,203,212,226,236,238],"large":[29],"cellular":[30],"networks,":[31],"previously":[32],"proposed":[33,133],"B\u0142aszczyszyn":[35],"et":[36],"al.,":[37],"by":[38],"allowing":[39],"it":[40],"to":[41,52,106,134,165,196,216],"take":[42],"into":[43],"account":[44],"opportunistic":[45],"scheduling.":[46],"Rapid":[47],"and":[48,63,91,99,122,161,185],"verifiable":[49],"respect":[51],"real":[53],"data,":[54],"our":[55,181],"is":[57,69,131,208],"particularly":[58],"useful":[59],"network":[61,74,101,214],"dimensioning":[62],"long":[64],"term":[65],"economic":[66],"planning.":[67],"It":[68,103],"based":[70],"on":[71],"a":[72,84,92,209],"detailed":[73],"model":[75,130],"combining":[76],"an":[77],"information-theoretic":[78],"representation":[79,86,94],"link":[82],"layer,":[83],"queueing-theoretic":[85],"users'":[89],"scheduler,":[90],"stochastic-geometric":[93,171],"signal":[97],"propagation":[98],"cells.":[102],"allows":[104],"one":[105],"evaluate":[107],"principal":[108],"characteristics":[109],"individual":[112],"cells,":[113],"such":[114],"as":[115],"loads":[116],"mean":[118],"number":[119],"users":[121,237],"user":[124,195],"throughput.":[125],"A":[126,177],"simplified,":[127],"Gaussian":[128],"approximate":[129],"also":[132],"facilitate":[135],"spatial":[139,184],"distribution":[140,191],"these":[142],"metrics":[143],"across":[144],"network.":[146,205],"Using":[147],"both":[149],"models":[150],"requires":[151],"only":[152],"simulations":[153],"point":[156],"process":[157],"base":[159],"stations":[160],"shadowing":[163],"field":[164],"estimate":[166],"expectations":[168],"functionals":[172],"not":[173],"admitting":[174],"explicit":[175],"expressions.":[176],"key":[178],"observation":[179],"approach,":[182],"bridging":[183],"temporal":[186],"analysis,":[187],"relates":[188],"SINR":[190],"typical":[194,201],"load":[198],"cell":[202],"The":[206],"former":[207],"static":[210],"characteristic":[211],"related":[215],"its":[217],"spectral":[218],"efficiency":[219],"while":[220],"latter":[222],"characterizes":[223],"(generalized)":[228],"queue":[231],"serving":[232],"dynamic":[234],"population":[235],"cell.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}