{"id":"https://openalex.org/W2056619666","doi":"https://doi.org/10.1109/pimrc.2010.5671633","title":"Optimization of scheduling in wireless ad-hoc networks using matrix games","display_name":"Optimization of scheduling in wireless ad-hoc networks using matrix games","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2056619666","doi":"https://doi.org/10.1109/pimrc.2010.5671633","mag":"2056619666"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2010.5671633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2010.5671633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1803.05290","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044825343","display_name":"Ebrahim Karami","orcid":"https://orcid.org/0000-0001-6909-0102"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Ebrahim Karami","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","Centre for Wireless Communications (CWC), University of Oulu, P.O. Box 4500, FIN-90014, Finland"],"affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, P.O. Box 4500, FIN-90014, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001052791","display_name":"Savo Glisic","orcid":"https://orcid.org/0000-0003-0912-204X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Savo Glisic","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","Centre for Wireless Communications (CWC), University of Oulu, P.O. Box 4500, FIN-90014, Finland"],"affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, P.O. Box 4500, FIN-90014, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044825343"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16122813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1826","last_page":"1830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9975000023841858,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9975000023841858,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9966999888420105,"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":0.9825000166893005,"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/computer-science","display_name":"Computer science","score":0.7196422815322876},{"id":"https://openalex.org/keywords/graph-coloring","display_name":"Graph coloring","score":0.636073648929596},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5895980000495911},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.503532350063324},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4848131239414215},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4730497896671295},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.4537986218929291},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4535346031188965},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4294987916946411},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.4158919155597687},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3976825475692749},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.30234986543655396},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2795829474925995},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25969821214675903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20816996693611145},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06216198205947876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7196422815322876},{"id":"https://openalex.org/C76946457","wikidata":"https://www.wikidata.org/wiki/Q504843","display_name":"Graph coloring","level":3,"score":0.636073648929596},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5895980000495911},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.503532350063324},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4848131239414215},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4730497896671295},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.4537986218929291},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4535346031188965},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4294987916946411},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.4158919155597687},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3976825475692749},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.30234986543655396},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2795829474925995},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25969821214675903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20816996693611145},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06216198205947876},{"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/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pimrc.2010.5671633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2010.5671633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1803.05290","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.05290","pdf_url":"https://arxiv.org/pdf/1803.05290","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1803.05290","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.05290","pdf_url":"https://arxiv.org/pdf/1803.05290","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1526764973","https://openalex.org/W1536121547","https://openalex.org/W2000783799","https://openalex.org/W2020092765","https://openalex.org/W2036474357","https://openalex.org/W2058048384","https://openalex.org/W2076621463","https://openalex.org/W2107983838","https://openalex.org/W2110601333","https://openalex.org/W2124906209","https://openalex.org/W2127379438","https://openalex.org/W2131754305","https://openalex.org/W2144786176","https://openalex.org/W2149254401","https://openalex.org/W2159169340","https://openalex.org/W2169528473","https://openalex.org/W2170777543","https://openalex.org/W4399652864","https://openalex.org/W6631886156","https://openalex.org/W6678888166"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W4386580182","https://openalex.org/W2225350526","https://openalex.org/W1545991362","https://openalex.org/W2397293317","https://openalex.org/W4386764057","https://openalex.org/W2372008037","https://openalex.org/W2377713709","https://openalex.org/W2365679959","https://openalex.org/W2060984508"],"abstract_inverted_index":{"In":[0],"this":[1,76,79,142,167],"paper,":[2,77],"we":[3,169],"present":[4],"a":[5,180,185],"novel":[6],"application":[7],"of":[8,14,28,38,50,103,113,144,155,212],"matrix":[9,181],"game":[10,94,182,198],"theory":[11],"for":[12,85,96],"optimization":[13],"link":[15,47,88,173],"scheduling":[16,22,137,145,219],"in":[17,75,161],"wireless":[18,115],"ad-hoc":[19],"networks.":[20],"Optimum":[21],"is":[23,48,138,201],"achieved":[24],"by":[25,127,179,203],"soft":[26,147],"coloring":[27,32,59,148],"network":[29],"graphs.":[30],"Conventional":[31],"schemes":[33],"are":[34,60,65,106,109],"based":[35,57,220],"on":[36,58,221],"assignment":[37],"one":[39,52,158],"color":[40],"to":[41,190,217],"each":[42,46],"region":[43],"or":[44],"equivalently":[45],"member":[49,154],"just":[51],"partial":[53,159],"topology.":[54],"These":[55],"algorithms":[56],"not":[61,66],"optimal":[62,83],"when":[63],"links":[64,116,151],"activated":[67,119],"with":[68,131],"the":[69,93,104,114,194,210,213],"same":[70],"rate.":[71,90],"Soft":[72],"coloring,":[73],"introduced":[74],"solves":[78],"problem":[80],"and":[81,175,187,192],"provide":[82],"solution":[84],"any":[86,150],"requested":[87],"usage":[89],"To":[91,165],"define":[92],"model":[95,170,200],"optimum":[97,136],"scheduling,":[98],"first":[99],"all":[100],"possible":[101],"components":[102,130,176],"graph":[105],"identified.":[107],"Components":[108],"defined":[110],"as":[111,146],"sets":[112],"can":[117,152],"be":[118,153],"simultaneously":[120],"without":[121],"suffering":[122],"from":[123],"mutual":[124],"interference.":[125],"Then":[126],"switching":[128],"between":[129,172],"appropriate":[132],"frequencies":[133,178],"(usage":[134],"rate)":[135],"achieved.":[139],"We":[140],"call":[141],"kind":[143],"because":[149],"more":[156],"than":[157],"topology,":[160],"different":[162],"time":[163],"segments.":[164],"simplify":[166,191],"problem,":[168],"relationship":[171],"rates":[174],"selection":[177],"which":[183],"provides":[184],"simple":[186],"helpful":[188],"tool":[189],"solve":[193],"problem.":[195],"This":[196],"proposed":[197,214],"theoretic":[199],"solved":[202],"fictitious":[204],"playing":[205],"method.":[206],"Simulation":[207],"results":[208],"prove":[209],"efficiency":[211],"technique":[215],"compared":[216],"conventional":[218],"coloring.":[222]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}