{"id":"https://openalex.org/W2748748242","doi":"https://doi.org/10.1109/tvt.2017.2750801","title":"Learning-Based Spectrum Sharing and Spatial Reuse in mm-Wave Ultradense Networks","display_name":"Learning-Based Spectrum Sharing and Spatial Reuse in mm-Wave Ultradense Networks","publication_year":2017,"publication_date":"2017-09-11","ids":{"openalex":"https://openalex.org/W2748748242","doi":"https://doi.org/10.1109/tvt.2017.2750801","mag":"2748748242"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2017.2750801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2017.2750801","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Vehicular Technology","raw_type":"journal-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/A5101589345","display_name":"Chaoqiong Fan","orcid":"https://orcid.org/0000-0003-1500-4314"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqiong Fan","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365151","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-1998-819X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1998-819X","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101832765","display_name":"Chenglin Zhao","orcid":"https://orcid.org/0000-0002-4270-5717"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglin Zhao","raw_affiliation_strings":["Beijing Advanced Innovation Center for Future Internet Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Future Internet Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062362866","display_name":"Weisi Guo","orcid":"https://orcid.org/0000-0003-3524-3953"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weisi Guo","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3524-3953","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007832415","display_name":"Ying\u2010Chang Liang","orcid":"https://orcid.org/0000-0003-2671-5090"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ying-Chang Liang","raw_affiliation_strings":["School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2671-5090","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8242,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95604643,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"67","issue":"6","first_page":"4954","last_page":"4968"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171393632888794},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5740172863006592},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5555878281593323},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5398385524749756},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.5354300737380981},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.47521692514419556},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46604645252227783},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4320662021636963},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.42358145117759705},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4210675060749054},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4164116680622101},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.41328659653663635},{"id":"https://openalex.org/keywords/potential-game","display_name":"Potential game","score":0.41216203570365906},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24987763166427612},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15973615646362305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14081746339797974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171393632888794},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5740172863006592},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5555878281593323},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5398385524749756},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.5354300737380981},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.47521692514419556},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46604645252227783},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4320662021636963},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.42358145117759705},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4210675060749054},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4164116680622101},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.41328659653663635},{"id":"https://openalex.org/C2778079155","wikidata":"https://www.wikidata.org/wiki/Q288500","display_name":"Potential game","level":3,"score":0.41216203570365906},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24987763166427612},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15973615646362305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14081746339797974},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvt.2017.2750801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2017.2750801","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:91274","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:wrap.warwick.ac.uk:121798","is_oa":false,"landing_page_url":"http://wrap.warwick.ac.uk/121798/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2599148149","display_name":"\u57fa\u4e8e\u9891\u8c31\u91cd\u6574\u6280\u672f\u7684\u8ba4\u77e5\u8702\u7a9d\u7f51\u7edc\u8bbe\u8ba1\u7406\u8bba\u4e0e\u8d44\u6e90\u4f18\u5316\u7814\u7a76","funder_award_id":"61571100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2744951800","display_name":"\u8ba4\u77e5\u65e0\u7ebf\u7535\u6df1\u5ea6\u611f\u77e5\u7406\u8bba\u7814\u7a76","funder_award_id":"61471061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7000009495","display_name":"\u57fa\u4e8e\u5927\u6570\u636e\u7684\u590d\u6742\u5f02\u6784\u7f51\u7edc\u667a\u80fd\u65e0\u7ebf\u63a5\u5165\u7406\u8bba\u4e0e\u6280\u672f\u7814\u7a76","funder_award_id":"61631005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W794558810","https://openalex.org/W1497347107","https://openalex.org/W1499021337","https://openalex.org/W1523338928","https://openalex.org/W1557517019","https://openalex.org/W1929624170","https://openalex.org/W1985614579","https://openalex.org/W1988479411","https://openalex.org/W1994616650","https://openalex.org/W1996325957","https://openalex.org/W1997204636","https://openalex.org/W1998267929","https://openalex.org/W2011383489","https://openalex.org/W2028600364","https://openalex.org/W2033299612","https://openalex.org/W2038127484","https://openalex.org/W2048187137","https://openalex.org/W2075029326","https://openalex.org/W2084320797","https://openalex.org/W2116334496","https://openalex.org/W2117442765","https://openalex.org/W2120445834","https://openalex.org/W2123447220","https://openalex.org/W2125986229","https://openalex.org/W2126351827","https://openalex.org/W2128145324","https://openalex.org/W2132040585","https://openalex.org/W2143471631","https://openalex.org/W2146914418","https://openalex.org/W2150175499","https://openalex.org/W2160081863","https://openalex.org/W2189147284","https://openalex.org/W2191948661","https://openalex.org/W2207064437","https://openalex.org/W2221431116","https://openalex.org/W2338392543","https://openalex.org/W2343074312","https://openalex.org/W2398409936","https://openalex.org/W2504274537","https://openalex.org/W2532716006","https://openalex.org/W2549055616","https://openalex.org/W2794536394","https://openalex.org/W2963568889","https://openalex.org/W3100082866","https://openalex.org/W3104214983","https://openalex.org/W4231061652","https://openalex.org/W4233057112","https://openalex.org/W6629768882","https://openalex.org/W6687422791","https://openalex.org/W6785929735"],"related_works":["https://openalex.org/W4390439607","https://openalex.org/W4210759752","https://openalex.org/W2528338391","https://openalex.org/W2567986414","https://openalex.org/W2103989257","https://openalex.org/W2953849958","https://openalex.org/W2185830305","https://openalex.org/W3119014777","https://openalex.org/W3123744589","https://openalex.org/W3131767876"],"abstract_inverted_index":{"In":[0],"this":[1,62],"paper,":[2],"the":[3,21,68,90,103,140,143,173,177,183,191,204,207],"throughput":[4],"maximization":[5],"of":[6,20,42,71,142,190,206],"millimeter-wave":[7],"(mm-Wave)":[8],"ultradense":[9],"networks":[10],"(UDN)":[11],"using":[12],"dynamic":[13],"spectrum":[14,43],"sharing":[15,57],"(DSS)":[16],"is":[17,59,117,128,155,194],"considered.":[18],"Most":[19],"existing":[22],"works":[23],"only":[24],"allow":[25],"temporal-domain":[26],"access":[27,80,125],"and":[28,107,165,176],"admit":[29],"at":[30,34],"most":[31],"one":[32],"user":[33],"each":[35,81],"time":[36],"slot,":[37],"resulting":[38],"in":[39,61],"significant":[40],"underutilization":[41],"resource,":[44],"which":[45,119,138,158],"will":[46],"be":[47,100,132],"less":[48],"attractive":[49],"to":[50,79,99,121,131,202],"mm-wave":[51],"UDN":[52,65],"applications.":[53],"A":[54],"generalized":[55],"temporal-spatial":[56],"scheme":[58,193],"proposed":[60,208],"paper":[63],"for":[64],"by":[66],"exploiting":[67],"location":[69],"information":[70,92,185],"incumbent":[72],"devices,":[73],"where":[74],"multiple":[75],"users":[76,96],"are":[77,200],"allowed":[78],"channel":[82],"simultaneously":[83],"via":[84],"spatial":[85],"separations.":[86],"For":[87],"distributed":[88],"applications,":[89],"global":[91,184],"exchange":[93],"among":[94],"secondary":[95],"(SU)":[97],"tends":[98],"impractical,":[101],"given":[102],"unaffordable":[104],"signaling":[105],"overhead":[106],"latency.":[108],"Thus,":[109],"a":[110,122],"noncooperative":[111],"game":[112,136],"with":[113,157],"fine-grained":[114],"two-dimensional":[115],"reuse":[116],"formulated,":[118],"leads":[120],"more":[123],"efficient":[124],"strategy.":[126],"It":[127],"then":[129],"proved":[130],"an":[133,149,168],"ordinary":[134],"potential":[135],"(OPG),":[137],"guarantees":[139],"existence":[141],"strategy":[144],"Nash":[145],"equilibrium":[146],"(NE).":[147],"Finally,":[148],"improved":[150],"decentralized":[151],"reinforcement":[152],"learning":[153],"algorithm":[154],"designed,":[156],"SUs":[159],"can":[160],"learn":[161],"from":[162],"wireless":[163],"environments":[164],"adapt":[166],"toward":[167],"NE":[169],"point,":[170],"relying":[171],"on":[172],"individual":[174],"observation":[175],"historical":[178],"action":[179],"reward":[180],"(rather":[181],"than":[182],"exchanging).":[186],"The":[187],"convergence":[188],"efficiency":[189],"new":[192],"also":[195],"rigorously":[196],"proved.":[197],"Numerical":[198],"simulations":[199],"provided":[201],"validate":[203],"performances":[205],"schemes.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":11}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
