{"id":"https://openalex.org/W2982175907","doi":"https://doi.org/10.1186/s13634-019-0637-1","title":"Transfer restless multi-armed bandit policy for energy-efficient heterogeneous cellular network","display_name":"Transfer restless multi-armed bandit policy for energy-efficient heterogeneous cellular network","publication_year":2019,"publication_date":"2019-10-21","ids":{"openalex":"https://openalex.org/W2982175907","doi":"https://doi.org/10.1186/s13634-019-0637-1","mag":"2982175907"},"language":"en","primary_location":{"id":"doi:10.1186/s13634-019-0637-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-019-0637-1","pdf_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13634-019-0637-1","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13634-019-0637-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067817534","display_name":"Navikkumar Modi","orcid":"https://orcid.org/0000-0002-8638-2729"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Navikkumar Modi","raw_affiliation_strings":["Brussels Airport Company, Zaventem, BE-1930, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brussels Airport Company, Zaventem, BE-1930, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017609448","display_name":"Philippe Mary","orcid":"https://orcid.org/0000-0001-7838-564X"},"institutions":[{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Mary","raw_affiliation_strings":["Univ. Rennes, INSA de Rennes, CNRS, IETR - UMR 6164, Rennes, F-35000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rennes, INSA de Rennes, CNRS, IETR - UMR 6164, Rennes, F-35000, France","institution_ids":["https://openalex.org/I28221208","https://openalex.org/I56067802","https://openalex.org/I1294671590","https://openalex.org/I4210100151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063357230","display_name":"Christophe Moy","orcid":"https://orcid.org/0000-0001-9639-1648"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Moy","raw_affiliation_strings":["Univ. Rennes, CNRS, IETR - UMR 6164, Rennes, F-35000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rennes, CNRS, IETR - UMR 6164, Rennes, F-35000, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I1294671590","https://openalex.org/I4210100151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067817534"],"corresponding_institution_ids":[],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.4116,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6916477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9991000294685364,"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":0.7776532173156738},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6929178237915039},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5931170582771301},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5815797448158264},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5244482159614563},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.512836754322052},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.48603254556655884},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.479855477809906},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4329943358898163},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4140772223472595},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41392335295677185},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41102731227874756},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20485857129096985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17451328039169312},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11103299260139465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7776532173156738},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6929178237915039},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5931170582771301},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5815797448158264},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5244482159614563},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.512836754322052},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.48603254556655884},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.479855477809906},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4329943358898163},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4140772223472595},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41392335295677185},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41102731227874756},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20485857129096985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17451328039169312},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11103299260139465},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13634-019-0637-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-019-0637-1","pdf_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13634-019-0637-1","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02307007v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02307007","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":"EURASIP Journal on Advances in Signal Processing, 2019, 46 (1), &#x27E8;10.1186/s13634-019-0637-1&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:0c8a2ce59d7d45d6bb89b15509ffd617","is_oa":true,"landing_page_url":"https://doaj.org/article/0c8a2ce59d7d45d6bb89b15509ffd617","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Advances in Signal Processing, Vol 2019, Iss 1, Pp 1-19 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13634-019-0637-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-019-0637-1","pdf_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13634-019-0637-1","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G3014825233","display_name":null,"funder_award_id":"ANR-10-LABX-07-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3343749973","display_name":null,"funder_award_id":"-10-LABX-07-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7240651115","display_name":null,"funder_award_id":"ANR-10","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320327215","display_name":"R\u00e9gion Bretagne","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2982175907.pdf","grobid_xml":"https://content.openalex.org/works/W2982175907.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1524600705","https://openalex.org/W1555794925","https://openalex.org/W1570963478","https://openalex.org/W1751431909","https://openalex.org/W1972470182","https://openalex.org/W1985380836","https://openalex.org/W1985977893","https://openalex.org/W1988219500","https://openalex.org/W2002805310","https://openalex.org/W2011039300","https://openalex.org/W2025490781","https://openalex.org/W2029247269","https://openalex.org/W2046269338","https://openalex.org/W2050733339","https://openalex.org/W2058254491","https://openalex.org/W2065092668","https://openalex.org/W2069443635","https://openalex.org/W2077785026","https://openalex.org/W2080747748","https://openalex.org/W2082261506","https://openalex.org/W2087179032","https://openalex.org/W2097381042","https://openalex.org/W2098563066","https://openalex.org/W2110519532","https://openalex.org/W2113733815","https://openalex.org/W2120125372","https://openalex.org/W2125724988","https://openalex.org/W2129733867","https://openalex.org/W2130891087","https://openalex.org/W2137989418","https://openalex.org/W2138859735","https://openalex.org/W2140448150","https://openalex.org/W2144239375","https://openalex.org/W2149707006","https://openalex.org/W2151062451","https://openalex.org/W2155303957","https://openalex.org/W2163863791","https://openalex.org/W2401610261","https://openalex.org/W2593701695","https://openalex.org/W2776860940","https://openalex.org/W2788355865","https://openalex.org/W2894782280","https://openalex.org/W2948134701","https://openalex.org/W3102381603","https://openalex.org/W3104727908","https://openalex.org/W4232620022","https://openalex.org/W4253799765","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W2047225036","https://openalex.org/W4386698331","https://openalex.org/W2093207996","https://openalex.org/W2138314731","https://openalex.org/W2322468729","https://openalex.org/W2142989636","https://openalex.org/W2168356777"],"abstract_inverted_index":{"Abstract":[0],"This":[1,50],"paper":[2,51],"proposes":[3],"a":[4,34,46,55,61,86,93,158,185,222],"learning":[5,36,56,126,130],"policy":[6,57],"to":[7,63,70,112,119,134,139,184,215],"improve":[8],"the":[9,72,77,107,122,125,128,142,150,164,171,175,180,206],"energy":[10,208,218],"efficiency":[11],"(EE)":[12],"of":[13,19,124,210],"heterogeneous":[14],"cellular":[15,211],"networks.":[16],"The":[17,79],"combination":[18],"active":[20],"and":[21,38,90,118,182],"inactive":[22],"base":[23],"stations":[24],"(BS)":[25],"that":[26,58,170,200],"allows":[27],"for":[28,106,163],"maximizing":[29],"EE":[30,189],"is":[31,83,132,161],"identified":[32],"as":[33,43,45,85],"combinatorial":[35],"problem":[37],"requires":[39],"high":[40],"computational":[41],"complexity":[42],"well":[44],"large":[47],"signaling":[48],"overhead.":[49],"aims":[52],"at":[53],"presenting":[54],"dynamically":[59],"switches":[60],"BS":[62,108],"ON":[64],"or":[65],"OFF":[66],"status":[67],"in":[68,137,146,188],"order":[69,138],"follow":[71,174],"traffic":[73,81,176,194,224],"load":[74,82,177,195],"variation":[75,178],"during":[76,179],"day.":[78],"network":[80],"represented":[84],"Markov":[87,102],"decision":[88],"process,":[89],"we":[91],"propose":[92],"modified":[94],"upper":[95],"confidence":[96],"bound":[97],"algorithm":[98,136],"based":[99,220],"on":[100,154,221],"restless":[101],"multi-armed":[103],"bandit":[104],"framework":[105],"switching":[109],"operation.":[110],"Moreover,":[111],"cope":[113],"with":[114],"initial":[115],"reward":[116],"loss":[117],"speed":[120],"up":[121,214],"convergence":[123,159],"algorithm,":[127],"transfer":[129],"concept":[131],"adapted":[133],"our":[135,155],"benefit":[140],"from":[141,149],"transferred":[143],"knowledge":[144],"observed":[145],"historical":[147],"periods":[148],"same":[151],"region.":[152],"Based":[153],"previous":[156],"work,":[157],"theorem":[160],"provided":[162],"proposed":[165,172,201],"policy.":[166],"Extensive":[167],"simulations":[168],"demonstrate":[169],"algorithms":[173],"day":[181],"contribute":[183],"performance":[186],"jump-start":[187],"improvement":[190],"under":[191],"various":[192],"practical":[193],"profiles.":[196],"It":[197],"also":[198],"demonstrates":[199],"schemes":[202],"can":[203],"significantly":[204],"reduce":[205],"total":[207],"consumption":[209],"network,":[212],"e.g.,":[213],"70%":[216],"potential":[217],"savings":[219],"real":[223],"profile.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
