{"id":"https://openalex.org/W2401350823","doi":"https://doi.org/10.1109/tcomm.2016.2569093","title":"Learning Temporal\u2013Spatial Spectrum Reuse","display_name":"Learning Temporal\u2013Spatial Spectrum Reuse","publication_year":2016,"publication_date":"2016-05-16","ids":{"openalex":"https://openalex.org/W2401350823","doi":"https://doi.org/10.1109/tcomm.2016.2569093","mag":"2401350823"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2016.2569093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2016.2569093","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/81415/1/Learning%20temporal-spatial%20spectrum%20reuse.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100388033","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0001-6055-9461"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE","SG"],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","Saarland University [Saarbr\u00fccken] (66123 Saarbr\u00fccken - Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Saarland University [Saarbr\u00fccken] (66123 Saarbr\u00fccken - Germany)","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046850399","display_name":"Wee Peng Tay","orcid":"https://orcid.org/0000-0002-1543-195X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Peng Tay","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","Nanyang Technological University [Singapour] (50 Nanyang Ave, Singapour 639798 - Singapore)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University [Singapour] (50 Nanyang Ave, Singapour 639798 - Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034147678","display_name":"Kwok Hung Li","orcid":"https://orcid.org/0000-0003-1570-250X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kwok Hung Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","Nanyang Technological University [Singapour] (50 Nanyang Ave, Singapour 639798 - Singapore)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University [Singapour] (50 Nanyang Ave, Singapour 639798 - Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019927046","display_name":"Moez Esseghir","orcid":"https://orcid.org/0000-0003-2043-3308"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Moez Esseghir","raw_affiliation_strings":["Charles Delaunay Institute, University of Technology of Troyes, Troyes, France","ERA - Environnement de R\u00e9seaux Autonomes (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles Delaunay Institute, University of Technology of Troyes, Troyes, France","institution_ids":["https://openalex.org/I140494188"]},{"raw_affiliation_string":"ERA - Environnement de R\u00e9seaux Autonomes (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111456126","display_name":"Dominique Ga\u00efti","orcid":null},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Gaiti","raw_affiliation_strings":["Charles Delaunay Institute, University of Technology of Troyes, Troyes, France","ERA - Environnement de R\u00e9seaux Autonomes (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles Delaunay Institute, University of Technology of Troyes, Troyes, France","institution_ids":["https://openalex.org/I140494188"]},{"raw_affiliation_string":"ERA - Environnement de R\u00e9seaux Autonomes (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3384,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.94252227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"64","issue":"7","first_page":"3092","last_page":"3103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9994000196456909,"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":0.9970999956130981,"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/regret","display_name":"Regret","score":0.7906768321990967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7354572415351868},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.672739565372467},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5549834966659546},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5548480749130249},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.5313233733177185},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5008327960968018},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4983067512512207},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4893900752067566},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.47487232089042664},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4273586869239807},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3627430200576782},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30943989753723145},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26775750517845154},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1949445903301239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14630424976348877},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13710540533065796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12501120567321777}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.7906768321990967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7354572415351868},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.672739565372467},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5549834966659546},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5548480749130249},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.5313233733177185},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5008327960968018},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4983067512512207},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4893900752067566},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.47487232089042664},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4273586869239807},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3627430200576782},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30943989753723145},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26775750517845154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1949445903301239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14630424976348877},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13710540533065796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12501120567321777},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcomm.2016.2569093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2016.2569093","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/81415","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/43462","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/81415/1/Learning%20temporal-spatial%20spectrum%20reuse.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"},{"id":"pmh:oai:HAL:hal-02273967v1","is_oa":false,"landing_page_url":"https://utt.hal.science/hal-02273967","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Communications, 2016, 64 (7), pp.3092-3103. &#x27E8;10.1109/TCOMM.2016.2569093&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/81415","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/43462","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/81415/1/Learning%20temporal-spatial%20spectrum%20reuse.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"},"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2401350823.pdf","grobid_xml":"https://content.openalex.org/works/W2401350823.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W65989689","https://openalex.org/W640676175","https://openalex.org/W1519532587","https://openalex.org/W1563088657","https://openalex.org/W1568989189","https://openalex.org/W1588424217","https://openalex.org/W1701050018","https://openalex.org/W1967926896","https://openalex.org/W1977950701","https://openalex.org/W1979519462","https://openalex.org/W1980497528","https://openalex.org/W1982597307","https://openalex.org/W1984563492","https://openalex.org/W1996804776","https://openalex.org/W2000101573","https://openalex.org/W2009551863","https://openalex.org/W2009715706","https://openalex.org/W2011383489","https://openalex.org/W2041289314","https://openalex.org/W2052481414","https://openalex.org/W2057084070","https://openalex.org/W2058184180","https://openalex.org/W2061151978","https://openalex.org/W2061641373","https://openalex.org/W2073291172","https://openalex.org/W2073782198","https://openalex.org/W2075105987","https://openalex.org/W2084877419","https://openalex.org/W2086858490","https://openalex.org/W2092214308","https://openalex.org/W2098012117","https://openalex.org/W2107441100","https://openalex.org/W2110092210","https://openalex.org/W2111136196","https://openalex.org/W2115915204","https://openalex.org/W2122029172","https://openalex.org/W2122377606","https://openalex.org/W2123447220","https://openalex.org/W2136569725","https://openalex.org/W2140571193","https://openalex.org/W2146414958","https://openalex.org/W2149436559","https://openalex.org/W2158434347","https://openalex.org/W2167036627","https://openalex.org/W2168405694","https://openalex.org/W2169926276","https://openalex.org/W2336259629","https://openalex.org/W2338392543","https://openalex.org/W2401610261","https://openalex.org/W2404245356","https://openalex.org/W3099611313","https://openalex.org/W3103604572","https://openalex.org/W4312512934","https://openalex.org/W6634270957","https://openalex.org/W6635128785","https://openalex.org/W6637228341"],"related_works":["https://openalex.org/W4376155396","https://openalex.org/W2971351794","https://openalex.org/W1947085858","https://openalex.org/W2101991911","https://openalex.org/W2947263763","https://openalex.org/W4288373430","https://openalex.org/W4287753704","https://openalex.org/W3036260055","https://openalex.org/W3158925485","https://openalex.org/W2996735312"],"abstract_inverted_index":{"We":[0,42,133,153],"formulate":[1],"and":[2,100],"study":[3],"a":[4,45,56,96,120,130],"multi-user":[5],"multi-armed":[6],"bandit":[7],"problem":[8,64],"that":[9,23,50,155,169],"exploits":[10],"the":[11,38,72,77,127,135,178],"temporal\u2013spatial":[12,164,183],"opportunistic":[13],"spectrum":[14,182],"access":[15,107,116],"(OSA)":[16],"of":[17,37,129,137],"primary":[18],"user":[19],"(PU)":[20],"channels,":[21],"so":[22],"secondary":[24],"users":[25],"(SUs)":[26],"who":[27],"do":[28],"not":[29,150],"interfere":[30],"with":[31,141],"each":[32,124],"other":[33,142,179],"can":[34],"make":[35],"use":[36],"same":[39],"PU":[40],"channel.":[41],"first":[43,92],"propose":[44,82],"centralized":[46],"channel":[47,106,115],"allocation":[48],"policy":[49,94,113],"has":[51],"logarithmic":[52],"regret,":[53],"but":[54],"requires":[55],"central":[57,78],"processor":[58],"to":[59,103],"solve":[60],"an":[61],"NP-complete":[62],"optimization":[63],"at":[65,76,123,126],"exponentially":[66],"increasing":[67],"time":[68],"intervals.":[69],"To":[70],"overcome":[71],"high":[73],"computation":[74],"complexity":[75],"processor,":[79],"we":[80],"also":[81],"heuristic":[83],"distributed":[84,93,97,112,143],"policies":[85,140,144,158,172,180],"that,":[86],"however,":[87],"have":[88,159,173],"linear":[89,160],"regrets.":[90],"Our":[91],"utilizes":[95],"graph":[98],"coloring":[99],"consensus":[101],"algorithm":[102],"determine":[104],"SUs\u2019":[105],"ranks,":[108],"while":[109],"our":[110,138,163,170],"second":[111],"incorporates":[114],"rank":[117],"learning":[118],"in":[119,162],"local":[121],"procedure":[122],"SU":[125],"cost":[128],"higher":[131],"regret.":[132],"compare":[134],"performance":[136],"proposed":[139,146,171],"recently":[145],"for":[147],"temporal":[148],"(but":[149],"spatial)":[151],"OSA.":[152],"show":[154],"all":[156],"these":[157],"regrets":[161,176],"OSA":[165],"framework.":[166],"Simulations":[167],"suggest":[168],"significantly":[174],"smaller":[175],"than":[177],"when":[181],"reuse":[184],"is":[185],"allowed.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
