{"id":"https://openalex.org/W1810054459","doi":"https://doi.org/10.1109/lcn.2010.5735689","title":"Enhancing network performance in Distributed Cognitive Radio Networks using single-agent and multi-agent Reinforcement Learning","display_name":"Enhancing network performance in Distributed Cognitive Radio Networks using single-agent and multi-agent Reinforcement Learning","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W1810054459","doi":"https://doi.org/10.1109/lcn.2010.5735689","mag":"1810054459"},"language":"en","primary_location":{"id":"doi:10.1109/lcn.2010.5735689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn.2010.5735689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Local Computer Network Conference","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/A5055349217","display_name":"Kok\u2010Lim Alvin Yau","orcid":"https://orcid.org/0000-0003-3110-2782"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Kok-Lim Alvin Yau","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064537305","display_name":"Peter Komisarczuk","orcid":null},"institutions":[{"id":"https://openalex.org/I177463362","display_name":"University of West London","ror":"https://ror.org/03e5mzp60","country_code":"GB","type":"education","lineage":["https://openalex.org/I177463362"]},{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["GB","NZ"],"is_corresponding":false,"raw_author_name":"Peter Komisarczuk","raw_affiliation_strings":["School of Computing and Technology, Thames Valley University, UK","School of Engineering and Computer Science, Victoria University of Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, Thames Valley University, UK","institution_ids":["https://openalex.org/I177463362"]},{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112173814","display_name":"D. Teal Paul","orcid":null},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"D. Teal Paul","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055349217"],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":8.5686,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.97847624,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"159"},"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":0.9941999912261963,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.982200026512146,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8464667797088623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8309071063995361},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.7896143198013306},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6692029237747192},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5473799705505371},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4966347813606262},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.49618321657180786},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4867227375507355},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.4754756987094879},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43381375074386597},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.4328678846359253},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.43262794613838196},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.42954760789871216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18250957131385803},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1345624029636383},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10239419341087341},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07871294021606445}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8464667797088623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8309071063995361},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.7896143198013306},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6692029237747192},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5473799705505371},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4966347813606262},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.49618321657180786},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4867227375507355},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.4754756987094879},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43381375074386597},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.4328678846359253},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.43262794613838196},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.42954760789871216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18250957131385803},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1345624029636383},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10239419341087341},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07871294021606445},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/lcn.2010.5735689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn.2010.5735689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Local Computer Network Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.225.3099","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.3099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ecs.victoria.ac.nz/twiki/pub/Main/TechnicalReportSeries/ECSTR10-04.pdf","raw_type":"text"},{"id":"pmh:oai:repository.uwl.ac.uk:777","is_oa":false,"landing_page_url":"http://repository.uwl.ac.uk/id/eprint/777/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402477","display_name":"UWL Repository (University of West London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177463362","host_organization_name":"University of West London","host_organization_lineage":["https://openalex.org/I177463362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1630733292","https://openalex.org/W1967179545","https://openalex.org/W1969372009","https://openalex.org/W2042545172","https://openalex.org/W2075461459","https://openalex.org/W2107171902","https://openalex.org/W2120695618","https://openalex.org/W2121863487","https://openalex.org/W2136679483","https://openalex.org/W2151998323","https://openalex.org/W2168078104","https://openalex.org/W4214717370","https://openalex.org/W6676310659"],"related_works":["https://openalex.org/W2277261328","https://openalex.org/W2610471112","https://openalex.org/W2340059876","https://openalex.org/W2010464513","https://openalex.org/W2268952256","https://openalex.org/W2134296312","https://openalex.org/W3150751370","https://openalex.org/W2153217055","https://openalex.org/W1578981417","https://openalex.org/W2335993024"],"abstract_inverted_index":{"Cognitive":[0,29],"Radio":[1,30],"(CR)":[2],"is":[3,33,157],"a":[4,34,40,54,140],"next-generation":[5],"wireless":[6,36],"communication":[7],"system":[8],"that":[9,64,135,143,173],"enables":[10],"unlicensed":[11,43,67],"users":[12,44],"to":[13,18,69,126,150,159,166],"exploit":[14],"underutilized":[15],"licensed":[16],"spectrum":[17],"optimize":[19],"the":[20,23,46,62,80,136,167,183,195],"utilization":[21],"of":[22,42,48,79,163,178,185],"overall":[24],"radio":[25],"spectrum.":[26],"A":[27],"Distributed":[28],"Network":[31],"(DCRN)":[32],"distributed":[35],"network":[37,50,186],"established":[38],"by":[39],"number":[41],"in":[45,96,100,148,152,192],"absence":[47],"fixed":[49],"infrastructure":[51],"such":[52,103],"as":[53,77,104],"base":[55],"station.":[56],"Context":[57],"awareness":[58,129],"and":[59,71,111,123,130,188],"intelligence":[60],"are":[61],"capabilities":[63,92],"enable":[65],"each":[66],"user":[68],"observe":[70],"carry":[72],"out":[73],"its":[74,84],"own":[75],"action":[76,82,142],"part":[78],"joint":[81,141],"on":[83,194],"operating":[85],"environment":[86],"for":[87],"network-wide":[88,146,196],"performance":[89,147],"enhancement.":[90],"These":[91],"can":[93],"be":[94],"applied":[95],"various":[97,189],"application":[98],"schemes":[99],"CR":[101],"networks":[102],"Dynamic":[105],"Channel":[106],"Selection":[107],"(DCS),":[108],"congestion":[109],"control,":[110],"scheduling.":[112],"In":[113],"this":[114],"paper,":[115],"we":[116,133,171,181],"apply":[117],"Reinforcement":[118],"Learning":[119],"(RL),":[120],"including":[121],"single-agent":[122,168],"multi-agent":[124,155],"approaches,":[125],"achieve":[127],"context":[128],"intelligence.":[131],"Firstly,":[132],"show":[134,172,182],"RL":[137,174,193],"approach":[138,156],"achieves":[139,175],"provides":[144],"better":[145],"respect":[149],"DCS":[151],"DCRNs.":[153],"The":[154],"shown":[158],"provide":[160],"higher":[161],"levels":[162],"stability":[164],"compared":[165],"approach.":[169],"Secondly,":[170],"high":[176],"level":[177],"fairness.":[179],"Thirdly,":[180],"effects":[184],"density":[187],"essential":[190],"parameters":[191],"performance.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
