{"id":"https://openalex.org/W2069673093","doi":"https://doi.org/10.1109/glocomw.2012.6477703","title":"Predictive spectrum decision mechanisms in Cognitive Radio Networks","display_name":"Predictive spectrum decision mechanisms in Cognitive Radio Networks","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2069673093","doi":"https://doi.org/10.1109/glocomw.2012.6477703","mag":"2069673093"},"language":"en","primary_location":{"id":"doi:10.1109/glocomw.2012.6477703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocomw.2012.6477703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Globecom Workshops","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/A5000914618","display_name":"G\u00fclnur Selda Uyan\u0131k","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Gulnur Selda Uyanik","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Computer and Informatics, Istanbul Technical University, Maslak, Istanbul, Turkey","Department of Computer Engineering, Istanbul Technical University, Turkey#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Computer and Informatics, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Technical University, Turkey#TAB#","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048431501","display_name":"Berk Canberk","orcid":"https://orcid.org/0000-0001-6472-1737"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Berk Canberk","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Computer and Informatics, Istanbul Technical University, Maslak, Istanbul, Turkey","Department of Computer Engineering, Istanbul Technical University, Turkey#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Computer and Informatics, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Technical University, Turkey#TAB#","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045789655","display_name":"Sema Oktu\u011f","orcid":"https://orcid.org/0000-0002-0532-2733"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sema Oktug","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Computer and Informatics, Istanbul Technical University, Maslak, Istanbul, Turkey","Department of Computer Engineering, Istanbul Technical University, Turkey#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Computer and Informatics, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Technical University, Turkey#TAB#","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000914618"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":2.632,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.90388299,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"943","last_page":"947"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9951000213623047,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.8678703308105469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.785284161567688},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4951073229312897},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4599311649799347},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.45020759105682373},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4411204159259796},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.43050459027290344},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42353951930999756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36348140239715576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3236207365989685},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23663544654846191},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2284172773361206},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.20575854182243347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09211376309394836}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.8678703308105469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.785284161567688},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4951073229312897},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4599311649799347},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.45020759105682373},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4411204159259796},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.43050459027290344},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42353951930999756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36348140239715576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3236207365989685},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23663544654846191},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2284172773361206},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.20575854182243347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09211376309394836},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocomw.2012.6477703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocomw.2012.6477703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Globecom Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/44558","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/44558","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1964826302","https://openalex.org/W2018021746","https://openalex.org/W2034651416","https://openalex.org/W2071707134","https://openalex.org/W2092206733","https://openalex.org/W2101006708","https://openalex.org/W2114371821","https://openalex.org/W2144369278","https://openalex.org/W2153620960","https://openalex.org/W2162677599"],"related_works":["https://openalex.org/W2559261346","https://openalex.org/W4280609833","https://openalex.org/W1973979964","https://openalex.org/W2775301649","https://openalex.org/W2048427509","https://openalex.org/W4233632157","https://openalex.org/W2330895226","https://openalex.org/W2994439156","https://openalex.org/W2032719615","https://openalex.org/W2587869769"],"abstract_inverted_index":{"Spectrum":[0,183],"decision":[1,22,27,87,166],"is":[2],"an":[3],"important":[4],"functionality":[5],"of":[6,17,79,84,103,124],"Cognitive":[7],"Radio":[8],"Networks":[9],"that":[10,36,178],"directly":[11],"effects":[12],"the":[13,33,50,70,77,80,91,97,104,110,140,145,164,179],"overall":[14],"network":[15],"performance":[16,188],"secondary":[18,125],"users.":[19],"Usually":[20],"spectrum":[21,51,63,75,86,112],"algorithms":[23],"work":[24],"on":[25,74,96,120,189],"a":[26,43,153],"cycle":[28,35],"and":[29,45,99,149,172],"produces":[30],"results":[31,160,176],"for":[32,130],"transmission":[34],"comes":[37],"afterwards.":[38],"This":[39],"situation":[40],"brings":[41],"out":[42],"latency":[44],"can":[46],"be":[47],"avoided":[48],"by":[49,143,150],"prediction":[52,64,116],"schemes.":[53],"Considering":[54],"this":[55,58],"challenge,":[56],"in":[57,66,132],"work,":[59],"we":[60],"propose":[61],"three":[62],"mechanisms":[65,117],"order":[67],"to":[68,107,163],"predict":[69],"future":[71,111],"channel":[72],"usages":[73],"with":[76],"help":[78],"history":[81],"window":[82],"consisting":[83],"previous":[85,105],"results.":[88],"More":[89],"specifically,":[90],"proposed":[92,141,180],"methods":[93,142],"are":[94,128,161],"based":[95],"correlation":[98],"linear":[100],"regression":[101],"analysis":[102],"decisions,":[106],"further":[108],"forecast":[109],"status.":[113],"Since":[114],"these":[115],"solely":[118],"depends":[119],"individual":[121],"sensing":[122],"histories":[123],"users,":[126],"they":[127],"suitable":[129],"implementation":[131],"cognitive":[133],"radio":[134],"ad":[135],"hoc":[136],"networks.":[137],"We":[138],"evaluate":[139],"re-defining":[144],"System":[146],"Utility":[147],"parameter":[148],"newly":[151],"deriving":[152],"Primary":[154],"User":[155],"Disturbance":[156],"Ratio.":[157],"The":[158,174],"obtained":[159],"compared":[162],"generic":[165],"fusion":[167],"strategies":[168],"like":[169],"And,":[170],"Or":[171],"Majority.":[173],"simulations":[175],"shows":[177],"Correlation":[181],"Based":[182],"Prediction":[184],"Scheme":[185],"has":[186],"better":[187],"varying":[190],"simulation":[191],"environments.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}