{"id":"https://openalex.org/W4295942107","doi":"https://doi.org/10.3390/s22186949","title":"A Usage Aware Dynamic Spectrum Access Scheme for Interweave Cognitive Radio Network by Exploiting Deep Reinforcement Learning","display_name":"A Usage Aware Dynamic Spectrum Access Scheme for Interweave Cognitive Radio Network by Exploiting Deep Reinforcement Learning","publication_year":2022,"publication_date":"2022-09-14","ids":{"openalex":"https://openalex.org/W4295942107","doi":"https://doi.org/10.3390/s22186949","pmid":"https://pubmed.ncbi.nlm.nih.gov/36146300"},"language":"en","primary_location":{"id":"doi:10.3390/s22186949","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22186949","pdf_url":"https://www.mdpi.com/1424-8220/22/18/6949/pdf?version=1663155209","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/18/6949/pdf?version=1663155209","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100381807","display_name":"Xiaoyan Wang","orcid":"https://orcid.org/0000-0003-1240-4953"},"institutions":[{"id":"https://openalex.org/I6178835","display_name":"Ibaraki University","ror":"https://ror.org/00sjd5653","country_code":"JP","type":"education","lineage":["https://openalex.org/I6178835"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xiaoyan Wang","raw_affiliation_strings":["Graduate School of Science and Engineering, Ibaraki University, Mito 310-8512, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Ibaraki University, Mito 310-8512, Japan","institution_ids":["https://openalex.org/I6178835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039548136","display_name":"Yuto Teraki","orcid":"https://orcid.org/0000-0002-4333-302X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuto Teraki","raw_affiliation_strings":["IVIS Cooperation, Tokyo 113-0033, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IVIS Cooperation, Tokyo 113-0033, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047899035","display_name":"Masahiro Umehira","orcid":"https://orcid.org/0000-0002-0873-3474"},"institutions":[{"id":"https://openalex.org/I119031078","display_name":"Nanzan University","ror":"https://ror.org/042b6j696","country_code":"JP","type":"education","lineage":["https://openalex.org/I119031078"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Umehira","raw_affiliation_strings":["Faculty of Science and Technology, Nanzan University, Nagoya 466-0824, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Nanzan University, Nagoya 466-0824, Japan","institution_ids":["https://openalex.org/I119031078"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080850676","display_name":"Hao Zhou","orcid":"https://orcid.org/0000-0002-5511-4609"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["School of Computer Science, University of Science and Technology of China, Hefei 230052, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Science and Technology of China, Hefei 230052, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037098061","display_name":"Yusheng Ji","orcid":"https://orcid.org/0000-0003-4364-8491"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusheng Ji","raw_affiliation_strings":["Information Systems Architecture Research Division, National Institute of Informatics, Tokyo 101-8430, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4364-8491","affiliations":[{"raw_affiliation_string":"Information Systems Architecture Research Division, National Institute of Informatics, Tokyo 101-8430, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100381807"],"corresponding_institution_ids":["https://openalex.org/I6178835"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.246,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79226608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"18","first_page":"6949","last_page":"6949"},"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":1.0,"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":1.0,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9986000061035156,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9962000250816345,"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/cognitive-radio","display_name":"Cognitive radio","score":0.8403173089027405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7703553438186646},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6746891736984253},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6432340741157532},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5851212739944458},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5850499868392944},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49422982335090637},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48522472381591797},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47855716943740845},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.4533783793449402},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.44983088970184326},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.42653968930244446},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.36779147386550903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26069629192352295},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19599264860153198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06530216336250305}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.8403173089027405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7703553438186646},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6746891736984253},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6432340741157532},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5851212739944458},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5850499868392944},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49422982335090637},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48522472381591797},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47855716943740845},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.4533783793449402},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.44983088970184326},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.42653968930244446},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.36779147386550903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26069629192352295},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19599264860153198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06530216336250305},{"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/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059015","descriptor_name":"Wireless Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22186949","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22186949","pdf_url":"https://www.mdpi.com/1424-8220/22/18/6949/pdf?version=1663155209","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36146300","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36146300","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:69f4706881654f378893910c55d60f0b","is_oa":true,"landing_page_url":"https://doaj.org/article/69f4706881654f378893910c55d60f0b","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":"Sensors, Vol 22, Iss 18, p 6949 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/18/6949/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22186949","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 18; Pages: 6949","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9501351","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9501351","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22186949","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22186949","pdf_url":"https://www.mdpi.com/1424-8220/22/18/6949/pdf?version=1663155209","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2913762946","display_name":"Radio Resource Management in 5G and Beyond Networks: A Layered In-network Learning Approach","funder_award_id":"20K11764","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3673122426","display_name":null,"funder_award_id":"2022-22FA01","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8369808879","display_name":"Researches on Model-aided Learning Approaches for Reliable Realtime Control in Future Wireless Systems","funder_award_id":"20H00592","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295942107.pdf","grobid_xml":"https://content.openalex.org/works/W4295942107.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1968107879","https://openalex.org/W1976864402","https://openalex.org/W2053410114","https://openalex.org/W2070572312","https://openalex.org/W2099706679","https://openalex.org/W2102675181","https://openalex.org/W2145339207","https://openalex.org/W2150175499","https://openalex.org/W2159767430","https://openalex.org/W2166023188","https://openalex.org/W2171671264","https://openalex.org/W2335491979","https://openalex.org/W2426911129","https://openalex.org/W2497312468","https://openalex.org/W2506211903","https://openalex.org/W2740500386","https://openalex.org/W2894110571","https://openalex.org/W2898754723","https://openalex.org/W2910713515","https://openalex.org/W2961758773","https://openalex.org/W2963079995","https://openalex.org/W2973557046","https://openalex.org/W2983432303","https://openalex.org/W2995258644","https://openalex.org/W3006024017","https://openalex.org/W3008887874","https://openalex.org/W3021598374","https://openalex.org/W3023368586","https://openalex.org/W3026791065","https://openalex.org/W3100844423","https://openalex.org/W3120002035","https://openalex.org/W3121655234","https://openalex.org/W3167119382","https://openalex.org/W3175941904","https://openalex.org/W3199032832","https://openalex.org/W3216169167","https://openalex.org/W4210901955","https://openalex.org/W4293211534"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Future-generation":[0],"wireless":[1,18,36],"networks":[2,37],"should":[3],"accommodate":[4],"surging":[5],"growth":[6],"in":[7,44,66,161,180],"mobile":[8],"data":[9,137],"traffic":[10],"and":[11,69,119,143,164,187,197],"support":[12],"an":[13],"increasingly":[14],"high":[15],"density":[16],"of":[17,32,42,64,82,88,146,154,176,182],"devices.":[19],"Consequently,":[20],"as":[21],"the":[22,45,51,73,84,89,95,110,133,140,147,152,155,174,177],"demand":[23],"for":[24,35,114],"spectrum":[25,33,56,86,111],"continues":[26],"to":[27,93,128,138],"skyrocket,":[28],"a":[29,61,121],"severe":[30],"shortage":[31],"resources":[34],"will":[38],"reach":[39],"unprecedented":[40],"levels":[41],"challenge":[43],"near":[46],"future.":[47],"To":[48],"deal":[49,63],"with":[50,100,194],"emerging":[52],"spectrum-shortage":[53],"problem,":[54],"dynamic":[55],"access":[57,112,184],"techniques":[58],"have":[59],"attracted":[60],"great":[62],"attention":[65],"both":[67,162],"academia":[68],"industry.":[70],"By":[71],"exploiting":[72],"cognitive":[74,116],"radio":[75,117],"techniques,":[76],"secondary":[77],"users":[78,91],"(SUs)":[79],"are":[80],"capable":[81],"accessing":[83],"underutilized":[85],"holes":[87],"primary":[90],"(PUs)":[92],"increase":[94],"whole":[96],"system's":[97],"spectral":[98],"efficiency":[99],"minimum":[101],"interference":[102,189],"violations.":[103],"In":[104],"this":[105],"paper,":[106],"we":[107],"mathematically":[108],"formulate":[109],"problem":[113],"interweave":[115],"networks,":[118],"propose":[120],"usage-aware":[122],"deep":[123],"reinforcement":[124],"learning":[125],"based":[126],"scheme":[127,179],"solve":[129],"it,":[130],"which":[131],"exploits":[132],"historical":[134],"channel":[135,144,167,183],"usage":[136,168],"learn":[139],"time":[141],"correlation":[142,145],"PU":[148,166],"channels.":[149],"We":[150],"evaluated":[151],"performance":[153],"proposed":[156,178],"approach":[157],"by":[158,191],"extensive":[159],"simulations":[160],"uncorrelated":[163],"correlated":[165],"cases.":[169],"The":[170],"evaluation":[171],"results":[172,196],"validate":[173],"superiority":[175],"terms":[181],"success":[185],"probability":[186],"SU-PU":[188],"probability,":[190],"comparing":[192],"it":[193],"ideal":[195],"existing":[198],"methods.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
