{"id":"https://openalex.org/W1969171399","doi":"https://doi.org/10.1109/ahs.2014.6880179","title":"Learning engine for cognitive radio based on the immune principle","display_name":"Learning engine for cognitive radio based on the immune principle","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1969171399","doi":"https://doi.org/10.1109/ahs.2014.6880179","mag":"1969171399"},"language":"en","primary_location":{"id":"doi:10.1109/ahs.2014.6880179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ahs.2014.6880179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 NASA/ESA Conference on Adaptive Hardware and Systems (AHS)","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/A5023822600","display_name":"Rui Yao","orcid":"https://orcid.org/0000-0003-2734-915X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Yao","raw_affiliation_strings":["College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101939665","display_name":"Kun He","orcid":"https://orcid.org/0000-0001-9916-6075"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun He","raw_affiliation_strings":["College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100834640","display_name":"Yanmei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmei Sun","raw_affiliation_strings":["College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003101732","display_name":"Youren Wang","orcid":"https://orcid.org/0000-0003-4647-9785"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youren Wang","raw_affiliation_strings":["College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation and Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Coll. of Autom. & Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023822600"],"corresponding_institution_ids":["https://openalex.org/I881766915","https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.5605,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66592127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"210","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T14394","display_name":"Cognitive Science and Education Research","score":0.9239000082015991,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7346413135528564},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5063356161117554},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4853302538394928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47129762172698975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4364798963069916},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.41054579615592957},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3418092727661133},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.22159355878829956},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.14863213896751404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346413135528564},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5063356161117554},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4853302538394928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47129762172698975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4364798963069916},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.41054579615592957},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3418092727661133},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.22159355878829956},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.14863213896751404},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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":[{"id":"doi:10.1109/ahs.2014.6880179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ahs.2014.6880179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 NASA/ESA Conference on Adaptive Hardware and Systems (AHS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W202719024","https://openalex.org/W1539694548","https://openalex.org/W1598026514","https://openalex.org/W1971964058","https://openalex.org/W1975233480","https://openalex.org/W1988262253","https://openalex.org/W2021135079","https://openalex.org/W2039894387","https://openalex.org/W2071707134","https://openalex.org/W2073598270","https://openalex.org/W2076309274","https://openalex.org/W2079817680","https://openalex.org/W2089692450","https://openalex.org/W2094909352","https://openalex.org/W2104487579","https://openalex.org/W2107165421","https://openalex.org/W2114621793","https://openalex.org/W2122103954","https://openalex.org/W2122425602","https://openalex.org/W2145572846","https://openalex.org/W2149256602","https://openalex.org/W2168078104","https://openalex.org/W2312316559","https://openalex.org/W2364127524","https://openalex.org/W3110724495","https://openalex.org/W4232404745","https://openalex.org/W4285719527","https://openalex.org/W6608428114","https://openalex.org/W6677113159","https://openalex.org/W6698427963"],"related_works":["https://openalex.org/W2063798559","https://openalex.org/W2343440291","https://openalex.org/W2991207020","https://openalex.org/W2145925682","https://openalex.org/W1661487699","https://openalex.org/W2372922208","https://openalex.org/W1491151750","https://openalex.org/W2047490267","https://openalex.org/W2777396095","https://openalex.org/W2566239125"],"abstract_inverted_index":{"A":[0],"learning":[1,24,44,51,57,107,116],"engine":[2,52,58,108,117],"for":[3],"cognitive":[4],"radio":[5],"based":[6,79],"on":[7,80,88],"the":[8,15,23,27,43,49,70,81,89,102,110,115,120,128,138],"immune":[9,141],"principle":[10],"is":[11,19],"proposed,":[12],"in":[13,62],"which":[14],"monkey-king's":[16],"marrying":[17],"mechanism":[18],"introduced":[20],"to":[21,37,41,95,137],"improve":[22],"efficiency,":[25],"and":[26,40,64,133],"dissimilar":[28],"matrix":[29],"as":[30,32],"well":[31],"fuzzy":[33],"selection":[34],"are":[35],"utilized":[36],"simplify":[38],"computation":[39],"accelerate":[42],"speed.":[45],"The":[46,56],"framework":[47],"of":[48,92,105,122,130,140],"proposed":[50],"has":[53,59,74,119,126],"been":[54,60,75,86],"given.":[55],"implemented":[61],"MATLAB,":[63],"a":[65],"test":[66],"bed":[67],"that":[68],"simulates":[69],"wireless":[71],"communication":[72],"system":[73,94],"developed":[76],"using":[77],"SIMULINK":[78],"802.11a":[82],"model.":[83],"Simulations":[84],"have":[85],"done":[87],"parameters":[90],"adjustment":[91],"multi-carrier":[93],"perform":[96],"multi-objective":[97],"optimization.":[98],"Experimental":[99],"results":[100],"indicate":[101],"superior":[103],"performance":[104],"our":[106],"over":[109],"genetic":[111],"algorithm-based":[112],"one.":[113],"Furthermore,":[114],"also":[118],"potential":[121],"decision-making":[123,135],"because":[124],"it":[125],"combined":[127],"theories":[129],"knowledge":[131],"base":[132],"case-based":[134],"owing":[136],"recollection":[139],"system.":[142]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
