{"id":"https://openalex.org/W2558706533","doi":"https://doi.org/10.1109/iceee.2016.7751190","title":"Superimposed training-based detector for spectrum sensing in cognitive radio","display_name":"Superimposed training-based detector for spectrum sensing in cognitive radio","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2558706533","doi":"https://doi.org/10.1109/iceee.2016.7751190","mag":"2558706533"},"language":"en","primary_location":{"id":"doi:10.1109/iceee.2016.7751190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceee.2016.7751190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042809254","display_name":"Lizeth Lopez-Lopez","orcid":"https://orcid.org/0000-0003-2312-7015"},"institutions":[{"id":"https://openalex.org/I196664497","display_name":"Autonomous University of San Luis Potos\u00ed","ror":"https://ror.org/000917t60","country_code":"MX","type":"education","lineage":["https://openalex.org/I196664497"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Lizeth Lopez-Lopez","raw_affiliation_strings":["Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico","institution_ids":["https://openalex.org/I196664497"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044853726","display_name":"Marco Cardenas\u2010Juarez","orcid":"https://orcid.org/0000-0001-9713-9284"},"institutions":[{"id":"https://openalex.org/I196664497","display_name":"Autonomous University of San Luis Potos\u00ed","ror":"https://ror.org/000917t60","country_code":"MX","type":"education","lineage":["https://openalex.org/I196664497"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marco Cardenas-Juarez","raw_affiliation_strings":["Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico","institution_ids":["https://openalex.org/I196664497"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017605594","display_name":"Enrique Stevens\u2010Navarro","orcid":"https://orcid.org/0000-0001-7274-2677"},"institutions":[{"id":"https://openalex.org/I196664497","display_name":"Autonomous University of San Luis Potos\u00ed","ror":"https://ror.org/000917t60","country_code":"MX","type":"education","lineage":["https://openalex.org/I196664497"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Enrique Stevens-Navarro","raw_affiliation_strings":["Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico","institution_ids":["https://openalex.org/I196664497"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017108273","display_name":"Ulises Pineda\u2010Rico","orcid":"https://orcid.org/0000-0003-0751-0129"},"institutions":[{"id":"https://openalex.org/I196664497","display_name":"Autonomous University of San Luis Potos\u00ed","ror":"https://ror.org/000917t60","country_code":"MX","type":"education","lineage":["https://openalex.org/I196664497"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ulises Pineda-Rico","raw_affiliation_strings":["Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias, Universidad Aut\u00f3noma de San Luis Potos\u00ed, San Luis Potos\u00ed, M\u00e9xico","institution_ids":["https://openalex.org/I196664497"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017538660","display_name":"A.G. Orozco-Lugo","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Aldo G. Orozco-Lugo","raw_affiliation_strings":["TCINVESTAV-IPN, Ciudad de M\u00e9xico, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCINVESTAV-IPN, Ciudad de M\u00e9xico, M\u00e9xico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.505,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57789735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"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":0.9980999827384949,"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":0.9922000169754028,"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/cognitive-radio","display_name":"Cognitive radio","score":0.9592965245246887},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.7780641317367554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7471108436584473},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6095525026321411},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5443205237388611},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.527285635471344},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.512997567653656},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.49300357699394226},{"id":"https://openalex.org/keywords/statistical-power","display_name":"Statistical power","score":0.45089367032051086},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.44289249181747437},{"id":"https://openalex.org/keywords/radio-spectrum","display_name":"Radio spectrum","score":0.42501595616340637},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3490574061870575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3449660539627075},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3391215205192566},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3389964699745178},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.25870662927627563},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12163642048835754},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11190539598464966}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.9592965245246887},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7780641317367554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7471108436584473},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6095525026321411},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5443205237388611},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.527285635471344},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.512997567653656},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.49300357699394226},{"id":"https://openalex.org/C96608239","wikidata":"https://www.wikidata.org/wiki/Q1199823","display_name":"Statistical power","level":2,"score":0.45089367032051086},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.44289249181747437},{"id":"https://openalex.org/C92545706","wikidata":"https://www.wikidata.org/wiki/Q902174","display_name":"Radio spectrum","level":2,"score":0.42501595616340637},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3490574061870575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3449660539627075},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3391215205192566},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3389964699745178},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.25870662927627563},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12163642048835754},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11190539598464966},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceee.2016.7751190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceee.2016.7751190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8799999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323233","display_name":"Universidad Aut\u00f3noma de San Luis Potos\u00ed","ror":"https://ror.org/000917t60"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2090355293","https://openalex.org/W2092431085","https://openalex.org/W2101840010","https://openalex.org/W2107561590","https://openalex.org/W2138924899","https://openalex.org/W2139548827","https://openalex.org/W2144369278","https://openalex.org/W2167230435","https://openalex.org/W2533288660"],"related_works":["https://openalex.org/W2236567279","https://openalex.org/W2188389332","https://openalex.org/W4225341666","https://openalex.org/W3046087850","https://openalex.org/W1988869880","https://openalex.org/W185479762","https://openalex.org/W3161816731","https://openalex.org/W2224800885","https://openalex.org/W2392764151","https://openalex.org/W2904332285"],"abstract_inverted_index":{"The":[0,136],"spectrum":[1,121],"sensing":[2,122],"function":[3],"allows":[4],"a":[5,18,119,157],"cognitive":[6,30,109,183],"radio":[7,110],"to":[8,93,145,195],"determine":[9],"the":[10,43,94,97,106,133,142,147,162,169,174,191,196],"absence/presence":[11],"of":[12,21,99,108,141,150,180],"primary":[13],"users'":[14,33],"(PUs)":[15],"signals":[16,24,68,128],"in":[17,42,88,105,173,182],"frequency":[19],"band":[20],"interest.":[22],"These":[23],"might":[25],"exhibit":[26],"very":[27,44,175],"low-power":[28],"at":[29],"(or":[31],"secondary)":[32],"receivers.":[34],"Thus":[35],"requiring":[36],"detection":[37,60,148],"algorithms":[38],"that":[39,53],"work":[40],"well":[41],"low":[45,176],"signal-to-noise":[46],"ratio":[47],"(SNR)":[48],"region.":[49],"It":[50],"is":[51,69,129,179,188],"known":[52,64],"secondary":[54],"users":[55],"(SUs)":[56],"can":[57,76],"improve":[58,146],"its":[59],"performance":[61,149],"if":[62,186],"some":[63,74],"information":[65,102],"about":[66],"PUs'":[67,127],"available.":[70],"In":[71,116],"this":[72,100,117],"regard,":[73],"PUs":[75],"use":[77],"superimposed":[78,125,163],"training":[79],"(ST)":[80],"technique":[81],"for":[82,124],"channel":[83],"estimation":[84],"and":[85],"synchronization":[86],"purposes":[87],"their":[89],"own":[90],"networks.":[91],"However,":[92],"authors":[95],"knowledge,":[96],"exploitation":[98],"ST":[101,143,187],"by":[103],"SUs":[104],"context":[107],"has":[111],"not":[112,189],"been":[113],"studied":[114],"yet.":[115],"paper,":[118],"new":[120],"algorithm":[123,138],"trained":[126],"designed":[130],"based":[131],"on":[132],"Neyman-Pearson":[134],"criterion.":[135],"proposed":[137,192],"takes":[139],"advantage":[140],"sequence":[144],"SUs.":[151],"Results":[152],"show":[153],"that,":[154],"even":[155],"with":[156],"small":[158],"training-to-information":[159],"power":[160],"ratio,":[161],"training-based":[164],"detector":[165],"(STD)":[166],"significantly":[167],"outperforms":[168],"energy":[170,197],"detector;":[171],"specifically":[172],"SNR,":[177],"which":[178],"interest":[181],"radio.":[184],"Moreover,":[185],"used,":[190],"STD":[193],"reduces":[194],"detector.":[198]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
