{"id":"https://openalex.org/W2603428691","doi":"https://doi.org/10.1109/vtcfall.2016.7881228","title":"SOSAP: A Pareto-Efficient Spectrum Access Protocol for Cognitive Radio Networks","display_name":"SOSAP: A Pareto-Efficient Spectrum Access Protocol for Cognitive Radio Networks","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2603428691","doi":"https://doi.org/10.1109/vtcfall.2016.7881228","mag":"2603428691"},"language":"en","primary_location":{"id":"doi:10.1109/vtcfall.2016.7881228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcfall.2016.7881228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 84th Vehicular Technology Conference (VTC-Fall)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5067966465","display_name":"Stefano Iellamo","orcid":"https://orcid.org/0000-0002-5281-6381"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stefano Iellamo","raw_affiliation_strings":["Foundation of Research and Technology Hellas, Institute of Computer Science, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation of Research and Technology Hellas, Institute of Computer Science, Greece","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046008934","display_name":"Marceau Coupechoux","orcid":"https://orcid.org/0000-0003-0744-319X"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marceau Coupechoux","raw_affiliation_strings":["LTCI, University Paris-Saclay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, University Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210165912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034665130","display_name":"Zaheer Khan","orcid":"https://orcid.org/0000-0003-2951-5684"},"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":"Zaheer Khan","raw_affiliation_strings":["University of Oulu, CWC, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, CWC, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998000264167786,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998000264167786,"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/T11031","display_name":"Game Theory and Applications","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.8435545563697815},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7451445460319519},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.7127799391746521},{"id":"https://openalex.org/keywords/stochastic-game","display_name":"Stochastic game","score":0.6728978753089905},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5134104490280151},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5018446445465088},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49440693855285645},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.49372586607933044},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4929497241973877},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.464851051568985},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4539671540260315},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4280793070793152},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.4202961027622223},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38596081733703613},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23375847935676575},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.146037757396698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12105482816696167},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.08311012387275696}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.8435545563697815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7451445460319519},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.7127799391746521},{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.6728978753089905},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5134104490280151},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5018446445465088},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49440693855285645},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.49372586607933044},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4929497241973877},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.464851051568985},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4539671540260315},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4280793070793152},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.4202961027622223},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38596081733703613},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23375847935676575},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.146037757396698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12105482816696167},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.08311012387275696},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vtcfall.2016.7881228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtcfall.2016.7881228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 84th Vehicular Technology Conference (VTC-Fall)","raw_type":"proceedings-article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2018080733478","is_oa":false,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2018080733478","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1582112020","https://openalex.org/W1596687746","https://openalex.org/W1630733292","https://openalex.org/W1924820897","https://openalex.org/W1972645710","https://openalex.org/W1977603756","https://openalex.org/W2051332839","https://openalex.org/W2066767736","https://openalex.org/W2067268836","https://openalex.org/W2071237132","https://openalex.org/W2088607728","https://openalex.org/W2091503456","https://openalex.org/W2102736491","https://openalex.org/W2111140566","https://openalex.org/W2120015434","https://openalex.org/W2122934185","https://openalex.org/W2172106845","https://openalex.org/W3041277256","https://openalex.org/W3104430467","https://openalex.org/W6635735902","https://openalex.org/W6636933019"],"related_works":["https://openalex.org/W2559261346","https://openalex.org/W4280609833","https://openalex.org/W1973979964","https://openalex.org/W4235820682","https://openalex.org/W185479762","https://openalex.org/W2136943174","https://openalex.org/W2095246866","https://openalex.org/W4246064491","https://openalex.org/W1968709058","https://openalex.org/W2298116686"],"abstract_inverted_index":{"Decentralized":[0],"cognitive":[1,12],"radio":[2],"networks":[3],"(CRN)":[4],"require":[5],"efficient":[6],"channel":[7],"access":[8,17,36,66,103],"protocols":[9],"to":[10,16,45,82,87,96],"enable":[11],"secondary":[13],"users":[14],"(SUs)":[15],"the":[18,39,42,47,58,64,88,92,105],"primary":[19],"channels":[20],"in":[21,74],"an":[22],"opportunistic":[23],"way":[24],"Without":[25],"any":[26],"coordination.":[27],"In":[28],"this":[29],"paper,":[30],"we":[31,62,112],"develop":[32],"a":[33,69,114,128],"distributed":[34,71],"spectrum":[35,54,65],"protocol":[37],"for":[38,53],"case":[40],"where":[41],"SUs":[43,93],"aim":[44],"maximize":[46],"total":[48],"system":[49],"throughput":[50],"while":[51],"competing":[52],"resources.":[55],"To":[56,108],"model":[57],"competition":[59],"amongst":[60],"SUs,":[61],"formulate":[63],"problem":[67],"as":[68],"{\\it":[70],"welfare":[72],"game},":[73],"which":[75,98],"at":[76,104],"each":[77,79],"iteration":[78],"SU":[80],"has":[81],"compute":[83],"its":[84,125],"marginal":[85],"contribution":[86],"system's":[89],"welfare.":[90],"Moreover,":[91],"also":[94],"need":[95],"decide":[97],"resource":[99],"(channel)":[100],"they":[101],"should":[102],"next":[106],"iteration.":[107],"address":[109],"these":[110],"challenges,":[111],"propose":[113],"stochastic":[115],"learning":[116,122],"algorithm":[117],"based":[118],"on":[119],"payoff-based":[120],"log-linear":[121],"and":[123],"prove":[124],"convergence":[126],"towards":[127],"Pareto-efficient":[129],"Nash":[130],"Equilibrium":[131],"state.":[132]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
