{"id":"https://openalex.org/W2135500117","doi":"https://doi.org/10.1109/tvt.2009.2037969","title":"Packet Scheduling and Fairness for Multiuser MIMO Systems","display_name":"Packet Scheduling and Fairness for Multiuser MIMO Systems","publication_year":2009,"publication_date":"2009-12-09","ids":{"openalex":"https://openalex.org/W2135500117","doi":"https://doi.org/10.1109/tvt.2009.2037969","mag":"2135500117"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2009.2037969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2009.2037969","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-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/A5076775141","display_name":"Masoomeh Torabzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"M. Torabzadeh","raw_affiliation_strings":["Department of Computer Sciences, Universit\u00e9 du Qu\u00e0bec \u00e0 Montreal, Montreal, QUE, Canada","Dept. of Comput. Sci., Univ. du Quebec a Montreal, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Universit\u00e9 du Qu\u00e0bec \u00e0 Montreal, Montreal, QUE, Canada","institution_ids":["https://openalex.org/I159129438"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. du Quebec a Montreal, Montreal, QC, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070153535","display_name":"Wessam Ajib","orcid":"https://orcid.org/0000-0003-4409-9447"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"W. Ajib","raw_affiliation_strings":["Department of Computer Sciences, Universit\u00e9 du Qu\u00e0bec \u00e0 Montreal, Montreal, QUE, Canada","Dept. of Comput. Sci., Univ. du Quebec a Montreal, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Universit\u00e9 du Qu\u00e0bec \u00e0 Montreal, Montreal, QUE, Canada","institution_ids":["https://openalex.org/I159129438"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. du Quebec a Montreal, Montreal, QC, Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076775141"],"corresponding_institution_ids":["https://openalex.org/I159129438"],"apc_list":null,"apc_paid":null,"fwci":1.7945,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.86187677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"59","issue":"3","first_page":"1330","last_page":"1340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":1.0,"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":1.0,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9987000226974487,"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/fairness-measure","display_name":"Fairness measure","score":0.8068460822105408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7769628763198853},{"id":"https://openalex.org/keywords/fair-queuing","display_name":"Fair queuing","score":0.7581791877746582},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7458252310752869},{"id":"https://openalex.org/keywords/network-scheduler","display_name":"Network scheduler","score":0.6952923536300659},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.638221800327301},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6278367042541504},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5651869773864746},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5180097222328186},{"id":"https://openalex.org/keywords/max-min-fairness","display_name":"Max-min fairness","score":0.5131970047950745},{"id":"https://openalex.org/keywords/maximum-throughput-scheduling","display_name":"Maximum throughput scheduling","score":0.5020129680633545},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.49534860253334045},{"id":"https://openalex.org/keywords/proportionally-fair","display_name":"Proportionally fair","score":0.477845162153244},{"id":"https://openalex.org/keywords/transmission-delay","display_name":"Transmission delay","score":0.45224225521087646},{"id":"https://openalex.org/keywords/processing-delay","display_name":"Processing delay","score":0.42433303594589233},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.41757506132125854},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.330497145652771},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.3136383593082428},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.306282639503479},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.2724260687828064},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.23204541206359863},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.19638395309448242},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.13956600427627563},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12373408675193787},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10464510321617126}],"concepts":[{"id":"https://openalex.org/C11867375","wikidata":"https://www.wikidata.org/wiki/Q5430671","display_name":"Fairness measure","level":4,"score":0.8068460822105408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7769628763198853},{"id":"https://openalex.org/C143647952","wikidata":"https://www.wikidata.org/wiki/Q1392979","display_name":"Fair queuing","level":5,"score":0.7581791877746582},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7458252310752869},{"id":"https://openalex.org/C163099246","wikidata":"https://www.wikidata.org/wiki/Q1978975","display_name":"Network scheduler","level":5,"score":0.6952923536300659},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.638221800327301},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6278367042541504},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5651869773864746},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5180097222328186},{"id":"https://openalex.org/C177972170","wikidata":"https://www.wikidata.org/wiki/Q17097315","display_name":"Max-min fairness","level":3,"score":0.5131970047950745},{"id":"https://openalex.org/C29722447","wikidata":"https://www.wikidata.org/wiki/Q17097321","display_name":"Maximum throughput scheduling","level":5,"score":0.5020129680633545},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.49534860253334045},{"id":"https://openalex.org/C86127852","wikidata":"https://www.wikidata.org/wiki/Q7250364","display_name":"Proportionally fair","level":5,"score":0.477845162153244},{"id":"https://openalex.org/C108921912","wikidata":"https://www.wikidata.org/wiki/Q7834639","display_name":"Transmission delay","level":3,"score":0.45224225521087646},{"id":"https://openalex.org/C21434264","wikidata":"https://www.wikidata.org/wiki/Q7247320","display_name":"Processing delay","level":4,"score":0.42433303594589233},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.41757506132125854},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.330497145652771},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.3136383593082428},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.306282639503479},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2724260687828064},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.23204541206359863},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.19638395309448242},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.13956600427627563},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12373408675193787},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10464510321617126},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2009.2037969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2009.2037969","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1508642566","https://openalex.org/W1557926268","https://openalex.org/W1630733292","https://openalex.org/W2022164765","https://openalex.org/W2098249016","https://openalex.org/W2102480603","https://openalex.org/W2105177639","https://openalex.org/W2114372365","https://openalex.org/W2115099083","https://openalex.org/W2115573600","https://openalex.org/W2116592993","https://openalex.org/W2133415835","https://openalex.org/W2135214024","https://openalex.org/W2137159305","https://openalex.org/W2139963709","https://openalex.org/W2142624210","https://openalex.org/W2142978081","https://openalex.org/W2143347670","https://openalex.org/W2143357610","https://openalex.org/W2144311628","https://openalex.org/W2149375806","https://openalex.org/W2158116199","https://openalex.org/W2159715570","https://openalex.org/W2176566884","https://openalex.org/W2613173048","https://openalex.org/W4240896209"],"related_works":["https://openalex.org/W2336728534","https://openalex.org/W1895821038","https://openalex.org/W2133822874","https://openalex.org/W2135500117","https://openalex.org/W2103938080","https://openalex.org/W2036413617","https://openalex.org/W2105433213","https://openalex.org/W2516731611","https://openalex.org/W2125054934","https://openalex.org/W2101755106"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,13,17,33,49,62,70,77,107,136,157,161,175,178,182,192,218,227,230,242,251,255,260,269],"network":[4],"resource":[5],"allocation":[6],"in":[7,142,233],"multiuser":[8],"downlink":[9],"wireless":[10],"systems":[11],"where":[12],"base":[14],"station":[15],"and":[16,28,76,89,115,151,153,171,191,237,254,267,271],"mobile":[18,34],"stations":[19],"are":[20,97],"equipped":[21],"with":[22,135,278],"multiple":[23],"antennas":[24],"to":[25,32,113,123,187],"provide":[26,223],"fair":[27,202],"efficient":[29],"transmission":[30,94,104,149,184,265],"services":[31],"users.":[35,197],"We":[36,96,221],"focus":[37],"on":[38,48,160],"packet":[39,63,74,93,103,148,176,264],"scheduling,":[40],"given":[41],"that":[42,249],"it":[43],"has":[44],"a":[45,53,90,101,117,145],"significant":[46],"impact":[47],"overall":[50],"performance":[51,141],"of":[52,85,100,138,144,163,229,235,245,257,275],"multiple-input-multiple-output":[54],"(MIMO)":[55],"system.":[56],"Most":[57],"previous":[58],"schedulers":[59],"designed":[60,134],"at":[61,106],"level":[64],"do":[65],"not":[66],"take":[67],"into":[68,173,216],"account":[69],"traffic":[71,219,252],"characteristics":[72,253],"(different":[73],"lengths":[75],"arrival":[78],"process":[79],"parameters);":[80],"consequently,":[81],"they":[82],"fall":[83],"short":[84],"simultaneously":[86],"providing":[87,139],"fairness":[88,128,155,228,273],"low":[91,146,262],"average":[92,147,263],"delay.":[95],"making":[98],"use":[99],"flexible":[102],"algorithm":[105],"medium":[108],"access":[109],"control":[110],"(MAC)":[111],"layer":[112],"develop":[114],"propose":[116],"novel":[118],"scheduler,":[119],"which":[120,240],"is":[121,133,241],"referred":[122],"as":[124],"MIMO":[125,281],"packet-based":[126],"proportional":[127,164],"(MP-PF).":[129],"The":[130,166,198],"new":[131,231],"scheduler":[132,167,203,232],"goal":[137],"high":[140],"terms":[143,234],"delay":[150,266],"time":[152,236,270],"service":[154,193,201,238,272],"among":[156],"users":[158,258],"based":[159],"concept":[162],"fairness.":[165],"also":[168,207,222],"conserves":[169],"work":[170],"takes":[172],"consideration":[174,217],"length,":[177,181],"user":[179,183],"queue":[180],"rate":[185],"(related":[186],"its":[188],"channel":[189],"quality),":[190],"guarantees":[194],"for":[195,226],"heterogeneous":[196],"well-known":[199,280],"ideal":[200],"called":[204],"max-min":[205],"can":[206],"significantly":[208],"be":[209],"improved":[210],"using":[211],"our":[212],"framework":[213],"by":[214],"taking":[215],"characteristics.":[220],"an":[224],"analysis":[225],"allocation,":[239],"key":[243],"contribution":[244],"this":[246],"paper.":[247],"Simulations":[248],"consider":[250],"mobility":[256],"show":[259],"relatively":[261],"demonstrate":[268],"capabilities":[274],"MP-PF,":[276],"compared":[277],"other":[279],"schedulers.":[282]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}