{"id":"https://openalex.org/W2792160171","doi":"https://doi.org/10.1109/ccnc.2018.8319212","title":"Supervised cognitive system: A new vision for cognitive engine design in wireless networks","display_name":"Supervised cognitive system: A new vision for cognitive engine design in wireless networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2792160171","doi":"https://doi.org/10.1109/ccnc.2018.8319212","mag":"2792160171"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc.2018.8319212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2018.8319212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th IEEE Annual Consumer Communications &amp; Networking Conference (CCNC)","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/A5020423758","display_name":"Ismail AlQerm","orcid":"https://orcid.org/0000-0002-5960-0663"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ismail AlQerm","raw_affiliation_strings":["King Abdullah University of Science and Technology, Thuwal, SA"],"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Thuwal, SA","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063215964","display_name":"Basem Shihada","orcid":"https://orcid.org/0000-0003-4434-4334"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Basem Shihada","raw_affiliation_strings":["CEMSE Division, King Abdullah University of Science and Technology (KAUST), Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"CEMSE Division, King Abdullah University of Science and Technology (KAUST), Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020423758"],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0302111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9994999766349792,"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":0.9994999766349792,"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":0.9957000017166138,"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":0.9937000274658203,"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/goodput","display_name":"Goodput","score":0.8206483721733093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8083820939064026},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7599893808364868},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.673435389995575},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6618682146072388},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.593007504940033},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5190242528915405},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.42832285165786743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4244047701358795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37699398398399353},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3106396794319153},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.135244220495224},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09383845329284668}],"concepts":[{"id":"https://openalex.org/C94022561","wikidata":"https://www.wikidata.org/wiki/Q1172393","display_name":"Goodput","level":4,"score":0.8206483721733093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8083820939064026},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7599893808364868},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.673435389995575},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6618682146072388},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.593007504940033},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5190242528915405},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.42832285165786743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4244047701358795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37699398398399353},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3106396794319153},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.135244220495224},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09383845329284668},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccnc.2018.8319212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2018.8319212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th IEEE Annual Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/627960","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/627960","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"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 Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1515851193","https://openalex.org/W1988990473","https://openalex.org/W2011055698","https://openalex.org/W2011150088","https://openalex.org/W2022728299","https://openalex.org/W2028501442","https://openalex.org/W2034550050","https://openalex.org/W2039894387","https://openalex.org/W2054348757","https://openalex.org/W2073944041","https://openalex.org/W2077439008","https://openalex.org/W2099011720","https://openalex.org/W2122425602","https://openalex.org/W2122549035","https://openalex.org/W2130952391","https://openalex.org/W2133168292","https://openalex.org/W2152257018","https://openalex.org/W2167489871","https://openalex.org/W2312316559","https://openalex.org/W2500033415","https://openalex.org/W2540997416","https://openalex.org/W2625034799","https://openalex.org/W4241896545"],"related_works":["https://openalex.org/W1968709058","https://openalex.org/W4390585229","https://openalex.org/W2277261328","https://openalex.org/W2167656028","https://openalex.org/W2610471112","https://openalex.org/W2340059876","https://openalex.org/W2900218722","https://openalex.org/W2800372944","https://openalex.org/W2010464513","https://openalex.org/W2732016385"],"abstract_inverted_index":{"Cognitive":[0,23],"radio":[1,7,20,82],"attracts":[2],"researchers'":[3],"attention":[4],"recently":[5],"in":[6,18,110,134,143,178,197],"resource":[8],"management":[9],"due":[10],"to":[11,14,80,103,116,124,161,201],"its":[12],"ability":[13,123],"exploit":[15],"environment":[16],"awareness":[17],"configuring":[19],"system":[21,32,72,76],"parameters.":[22],"engine":[24],"(CE)":[25],"is":[26,101,139],"the":[27,50,70,86,93,105,122,126,135,149,166,190,202],"structure":[28],"known":[29],"for":[30,69,92,132],"deciding":[31],"parameters'":[33],"adaptation":[34,84,133],"using":[35],"optimization":[36],"and":[37,46,114,153,156,164,175,185],"machine":[38],"learning":[39,90,130,152,160,170],"techniques.":[40],"However,":[41],"these":[42],"techniques":[43],"have":[44],"strengths":[45],"weaknesses":[47],"depending":[48],"on":[49],"experienced":[51],"network":[52,95,112,137],"scenario":[53,138],"that":[54,189],"make":[55],"one":[56],"more":[57,194],"appropriate":[58,88,128,168],"than":[59,195],"others.":[60],"In":[61,120],"this":[62],"paper,":[63],"we":[64],"propose":[65],"a":[66,141],"novel":[67],"design":[68],"cognitive":[71,75],"called":[73],"supervised":[74],"(SCS),":[77],"which":[78],"aims":[79],"perform":[81],"parameters":[83],"with":[85],"most":[87,127,167],"CE":[89,129,169],"technique":[91,131],"encountered":[94],"scenario.":[96],"To":[97],"realize":[98],"SCS,":[99],"it":[100,157],"required":[102],"evaluate":[104],"performance":[106,118,154,198],"of":[107,180],"different":[108,111],"CEs":[109],"scenarios":[113,163],"according":[115],"certain":[117],"objectives.":[119],"addition,":[121],"select":[125,165],"current":[136],"also":[140],"priority":[142],"our":[144],"design.":[145],"Therefore,":[146],"SCS":[147,192],"investigates":[148],"relationship":[150],"between":[151],"improvement":[155],"employs":[158],"online":[159],"classify":[162],"technique.":[171],"The":[172],"testbed":[173],"implementation":[174],"evaluation":[176],"results":[177],"terms":[179],"goodput,":[181],"packet":[182],"error":[183],"rate,":[184],"spectral":[186],"efficiency":[187],"show":[188],"proposed":[191],"achieves":[193],"50%":[196],"gain":[199],"compared":[200],"best":[203],"standalone":[204],"CE.":[205]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
