{"id":"https://openalex.org/W2043854726","doi":"https://doi.org/10.1109/infcom.2013.6566889","title":"RAT selection games in HetNets","display_name":"RAT selection games in HetNets","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2043854726","doi":"https://doi.org/10.1109/infcom.2013.6566889","mag":"2043854726"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2013.6566889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2013.6566889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Proceedings IEEE INFOCOM","raw_type":"proceedings-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/A5084847630","display_name":"Ehsan Aryafar","orcid":"https://orcid.org/0000-0001-8575-7501"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ehsan Aryafar","raw_affiliation_strings":["Princeton University, Department of Electrical Engineering, Princeton, NJ, 08540"],"affiliations":[{"raw_affiliation_string":"Princeton University, Department of Electrical Engineering, Princeton, NJ, 08540","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026490484","display_name":"Alireza Keshavarz\u2010Haddad","orcid":"https://orcid.org/0000-0001-5755-0028"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Keshavarz-Haddad","raw_affiliation_strings":["Shiraz University, School of Electrical and Computer Engineering, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Shiraz University, School of Electrical and Computer Engineering, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438311","display_name":"Michael Wang","orcid":"https://orcid.org/0000-0001-5871-8339"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Wang","raw_affiliation_strings":["Princeton University, Department of Electrical Engineering, Princeton, NJ, 08540"],"affiliations":[{"raw_affiliation_string":"Princeton University, Department of Electrical Engineering, Princeton, NJ, 08540","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110782105","display_name":"Mung Chiang","orcid":"https://orcid.org/0000-0002-8920-651X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mung Chiang","raw_affiliation_strings":["Princeton University, Department of Electrical Engineering, Princeton, NJ, 08540"],"affiliations":[{"raw_affiliation_string":"Princeton University, Department of Electrical Engineering, Princeton, NJ, 08540","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084847630"],"corresponding_institution_ids":["https://openalex.org/I20089843"],"apc_list":null,"apc_paid":null,"fwci":23.5257,"has_fulltext":false,"cited_by_count":209,"citation_normalized_percentile":{"value":0.99673602,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"998","last_page":"1006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems 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/T10148","display_name":"Advanced MIMO Systems 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/T11158","display_name":"Wireless Networks and Protocols","score":0.9995999932289124,"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":0.9995999932289124,"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/nash-equilibrium","display_name":"Nash equilibrium","score":0.8431587219238281},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.711458683013916},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6377694010734558},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.6020309329032898},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5812793970108032},{"id":"https://openalex.org/keywords/best-response","display_name":"Best response","score":0.5800991058349609},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5733522772789001},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.5055396556854248},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.45766785740852356},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.4541747272014618},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.44132474064826965},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4208531677722931},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.41872987151145935},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3843419551849365},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21196666359901428},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16170328855514526},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.1600419282913208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07092064619064331}],"concepts":[{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.8431587219238281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.711458683013916},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6377694010734558},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6020309329032898},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5812793970108032},{"id":"https://openalex.org/C32407928","wikidata":"https://www.wikidata.org/wiki/Q2733833","display_name":"Best response","level":3,"score":0.5800991058349609},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5733522772789001},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.5055396556854248},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.45766785740852356},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.4541747272014618},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.44132474064826965},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4208531677722931},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.41872987151145935},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3843419551849365},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21196666359901428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16170328855514526},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.1600419282913208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07092064619064331},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcom.2013.6566889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2013.6566889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W60994311","https://openalex.org/W1489058467","https://openalex.org/W1503248463","https://openalex.org/W1512056429","https://openalex.org/W1526250527","https://openalex.org/W1537998965","https://openalex.org/W1540235480","https://openalex.org/W1770042568","https://openalex.org/W1857915517","https://openalex.org/W1864802647","https://openalex.org/W1890356596","https://openalex.org/W1906827497","https://openalex.org/W1989809547","https://openalex.org/W2000754192","https://openalex.org/W2010630450","https://openalex.org/W2054129049","https://openalex.org/W2063792093","https://openalex.org/W2072951587","https://openalex.org/W2102065422","https://openalex.org/W2102736491","https://openalex.org/W2103227852","https://openalex.org/W2114005980","https://openalex.org/W2128621307","https://openalex.org/W2128887180","https://openalex.org/W2130954326","https://openalex.org/W2133479744","https://openalex.org/W2140057381","https://openalex.org/W2143711956","https://openalex.org/W2144061300","https://openalex.org/W2147524058","https://openalex.org/W2147921394","https://openalex.org/W2155047305","https://openalex.org/W2156133547","https://openalex.org/W2158538073","https://openalex.org/W2161300749","https://openalex.org/W2162598825","https://openalex.org/W2166615620","https://openalex.org/W4285719527","https://openalex.org/W6602479364","https://openalex.org/W6638140657","https://openalex.org/W6639667337"],"related_works":["https://openalex.org/W2236801283","https://openalex.org/W1853631319","https://openalex.org/W2728657731","https://openalex.org/W2092374696","https://openalex.org/W3207342620","https://openalex.org/W2803931294","https://openalex.org/W3030822758","https://openalex.org/W2760737027","https://openalex.org/W4241870466","https://openalex.org/W2111030377"],"abstract_inverted_index":{"We":[0,32,100,123,134,195],"study":[1,68],"the":[2,18,25,42,61,125,128,136,147,155,161,198],"dynamics":[3],"of":[4,27,37,45,98,127,131,149,157,186,200],"network":[5],"selection":[6,81,108,176],"in":[7,13,106,182],"heterogeneous":[8],"wireless":[9],"networks":[10,15],"(HetNets).":[11],"Users":[12],"such":[14],"selfishly":[16],"select":[17],"best":[19],"radio":[20],"access":[21,47,52],"technology":[22],"(RAT)":[23],"with":[24,95,113,152,168],"objective":[26],"maximizing":[28],"their":[29],"own":[30],"throughputs.":[31],"propose":[33,205],"two":[34],"general":[35],"classes":[36],"throughput":[38,202],"models":[39],"that":[40,112,174],"capture":[41],"basic":[43],"properties":[44],"random":[46],"(e.g.,":[48,53],"Wi-Fi)":[49],"and":[50,67,72,110,144,188,204],"scheduled":[51],"WiMAX,":[54],"LTE,":[55],"3G)":[56],"networks.":[57],"Next,":[58],"we":[59,145,172],"formulate":[60],"problem":[62],"as":[63],"a":[64,96,103,183],"non-cooperative":[65],"game,":[66],"its":[69],"convergence,":[70],"efficiency,":[71],"practicality.":[73],"Our":[74],"results":[75],"reveal":[76],"that:":[77],"(i)":[78],"Single-class":[79],"RAT":[80,107,175],"games":[82,177],"converge":[83,178],"to":[84,154,179,192,207],"Nash":[85,129,140,150,180],"equilibria,":[86],"while":[87],"an":[88],"improvement":[89],"path":[90],"can":[91,118],"be":[92,120],"repeated":[93],"infinitely":[94],"mixture":[97],"classes.":[99],"next":[101],"introduce":[102],"hysteresis":[104,115],"mechanism":[105],"games,":[109],"prove":[111],"appropriate":[114],"policies,":[116],"convergence":[117],"still":[119],"guaranteed;":[121],"(ii)":[122],"analyze":[124],"Pareto-efficiency":[126],"equilibria":[130,141,151,181],"these":[132],"games.":[133],"derive":[135],"conditions":[137,162],"under":[138],"which":[139],"are":[142,163,190],"Pareto-optimal,":[143],"quantify":[146],"distance":[148],"respect":[153],"set":[156],"Pareto-dominant":[158],"points":[159],"when":[160],"not":[164],"satisfied;":[165],"(iii)":[166],"Finally,":[167],"extensive":[169],"measurement-driven":[170],"simulations":[171],"show":[173],"small":[184],"number":[185],"steps,":[187],"hence":[189],"amenable":[191],"practical":[193],"implementation.":[194],"also":[196],"investigate":[197],"impact":[199],"noisy":[201],"measurements,":[203],"solutions":[206],"handle":[208],"them.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":32},{"year":2016,"cited_by_count":33},{"year":2015,"cited_by_count":45},{"year":2014,"cited_by_count":18},{"year":2013,"cited_by_count":2}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
