{"id":"https://openalex.org/W2063757061","doi":"https://doi.org/10.1109/wcins.2010.5544139","title":"Learning Automata based spectrum allocation in cognitive networks","display_name":"Learning Automata based spectrum allocation in cognitive networks","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2063757061","doi":"https://doi.org/10.1109/wcins.2010.5544139","mag":"2063757061"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcins.2010.5544139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5100698777","display_name":"Lixia Liu","orcid":"https://orcid.org/0000-0001-6132-4461"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixia Liu","raw_affiliation_strings":["Computer School of National University ofDefense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Computer School of National University ofDefense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101455287","display_name":"Gang Hu","orcid":"https://orcid.org/0000-0003-4916-3460"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Hu","raw_affiliation_strings":["Computer School of National University ofDefense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Computer School of National University ofDefense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101954641","display_name":"Ming Xu","orcid":"https://orcid.org/0000-0002-2657-5764"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Xu","raw_affiliation_strings":["Computer School of National University ofDefense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Computer School of National University ofDefense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101645557","display_name":"Yuxing Peng","orcid":"https://orcid.org/0000-0002-8223-5588"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxing Peng","raw_affiliation_strings":["Computer School of National University ofDefense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Computer School of National University ofDefense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.076,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":7,"citation_normalized_percentile":{"value":0.750161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":82,"max":83},"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"508"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9989,"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":0.9989,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.99,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9867,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/learning-automata","display_name":"Learning Automata","score":0.6515465},{"id":"https://openalex.org/keywords/frequency-allocation","display_name":"Frequency allocation","score":0.56010276},{"id":"https://openalex.org/keywords/channel-allocation-schemes","display_name":"Channel allocation schemes","score":0.55412763},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.44688904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7216363},{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.6515465},{"id":"https://openalex.org/C134579502","wikidata":"https://www.wikidata.org/wiki/Q1455619","display_name":"Frequency allocation","level":2,"score":0.56010276},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.55412763},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.53863555},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.48901305},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46499363},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.44688904},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.44478896},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.4397464},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2882131},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2863152},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.26132542},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17358252},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12678072},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1175099},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcins.2010.5544139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W147371171","https://openalex.org/W1981355999","https://openalex.org/W2003664433","https://openalex.org/W2047893985","https://openalex.org/W2123040942","https://openalex.org/W2130770921","https://openalex.org/W2132401688","https://openalex.org/W2134208026","https://openalex.org/W2143001213","https://openalex.org/W2144358822","https://openalex.org/W2153090463","https://openalex.org/W2162961538","https://openalex.org/W2166877981","https://openalex.org/W2169023311"],"related_works":["https://openalex.org/W2986275443","https://openalex.org/W2594143441","https://openalex.org/W2169297589","https://openalex.org/W2159492443","https://openalex.org/W2121783362","https://openalex.org/W1982713103","https://openalex.org/W1978636708","https://openalex.org/W1562629347","https://openalex.org/W1493870673","https://openalex.org/W1488134783"],"abstract_inverted_index":{"Frequent":[0],"channel-switching":[1,27,109],"will":[2],"bring":[3],"many":[4],"problems":[5],"such":[6],"as":[7],"delay,":[8],"packet":[9],"loss":[10],"and":[11,82,97,108],"communication":[12],"cost.":[13],"To":[14],"mitigate":[15],"the":[16,26,31,56,62,66,72,77,117],"influence":[17],"of":[18,103],"these":[19],"problems,":[20],"it":[21],"is":[22],"necessary":[23],"to":[24,55],"reduce":[25],"times.":[28],"After":[29],"reviewing":[30],"prior":[32],"works":[33],"about":[34],"spectrum":[35,83,119],"allocation":[36,58,92,95,99],"we":[37,74],"propose":[38],"a":[39],"LAGSA":[40],"(Learning":[41],"Automata":[42],"based":[43],"Global":[44],"Spectrum":[45],"Allocation)":[46],"algorithm":[47,80,96,100],"in":[48,101],"this":[49],"paper.":[50],"It":[51],"can":[52],"give":[53],"guidance":[54],"next":[57],"process":[59],"by":[60],"using":[61],"information":[63],"obtained":[64],"from":[65],"historical":[67],"data":[68],"transmission":[69,106],"results.":[70],"By":[71],"simulation":[73],"have":[75],"discussed":[76],"relationship":[78],"between":[79],"astringency":[81],"idle":[84],"probability,":[85],"learning":[86],"pace":[87],"respectively.":[88],"Comparing":[89],"with":[90],"Greedy":[91],"algorithm,":[93],"fixed":[94],"random":[98],"terms":[102],"average":[104],"successful":[105],"ratio":[107],"times,":[110],"AIGOSA":[111],"has":[112],"obvious":[113],"advantage":[114],"for":[115],"improving":[116],"global":[118],"utilization":[120],"ratio.":[121]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2063757061","counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-04-18T10:06:42.856402","created_date":"2016-06-24"}