{"id":"https://openalex.org/W4309343176","doi":"https://doi.org/10.1109/smc53654.2022.9945491","title":"An Evolutionary Learning Approach for Anti-jamming Game in Cognitive Radio Confrontation","display_name":"An Evolutionary Learning Approach for Anti-jamming Game in Cognitive Radio Confrontation","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4309343176","doi":"https://doi.org/10.1109/smc53654.2022.9945491"},"language":"en","primary_location":{"id":"doi:10.1109/smc53654.2022.9945491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945491","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5025342481","display_name":"Mingwo Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingwo Zou","raw_affiliation_strings":["National University of Defense Technology,Changsha,China","National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081802331","display_name":"Shaofei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofei Chen","raw_affiliation_strings":["National University of Defense Technology,Changsha,China","National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000620358","display_name":"Junren Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junren Luo","raw_affiliation_strings":["National University of Defense Technology,Changsha,China","National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090565823","display_name":"Zhenzhen Hu","orcid":"https://orcid.org/0000-0003-2807-8208"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhen Hu","raw_affiliation_strings":["National University of Defense Technology,Changsha,China","National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100394982","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0003-3409-8651"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["National University of Defense Technology,Changsha,China","National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,Changsha,China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025342481"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.6453,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59786969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3210","last_page":"3215"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9882000088691711,"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"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9879999756813049,"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/cognitive-radio","display_name":"Cognitive radio","score":0.7573826313018799},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.71840900182724},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.6875105500221252},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.6367048025131226},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6068627834320068},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.556937575340271},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5207186341285706},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49841809272766113},{"id":"https://openalex.org/keywords/strategy","display_name":"Strategy","score":0.4965243935585022},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.44476449489593506},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.374986469745636},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.1555444896221161},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14638110995292664},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.13273492455482483},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10867086052894592}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.7573826313018799},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71840900182724},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.6875105500221252},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.6367048025131226},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6068627834320068},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.556937575340271},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5207186341285706},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49841809272766113},{"id":"https://openalex.org/C88959737","wikidata":"https://www.wikidata.org/wiki/Q1546627","display_name":"Strategy","level":3,"score":0.4965243935585022},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.44476449489593506},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.374986469745636},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.1555444896221161},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14638110995292664},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.13273492455482483},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10867086052894592},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53654.2022.9945491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945491","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2058074751","https://openalex.org/W2122311135","https://openalex.org/W2134606105","https://openalex.org/W2136957911","https://openalex.org/W2295272945","https://openalex.org/W3215161768","https://openalex.org/W6696790286"],"related_works":["https://openalex.org/W1518504063","https://openalex.org/W2306890758","https://openalex.org/W4322484697","https://openalex.org/W3124939555","https://openalex.org/W1965019781","https://openalex.org/W2733656312","https://openalex.org/W2097055180","https://openalex.org/W2803931294","https://openalex.org/W591320868","https://openalex.org/W4313452739"],"abstract_inverted_index":{"In":[0],"cognitive":[1],"radio":[2],"systems,":[3],"there":[4],"are":[5,44],"cases":[6],"where":[7],"malicious":[8,26,77,148],"users":[9,16,75],"transmit":[10],"interference":[11,139],"power":[12,70,102,131,144],"to":[13,21,39],"prevent":[14],"secondary":[15,74,184],"from":[17],"transmitting":[18],"information.":[19],"Due":[20],"the":[22,48,55,81,98,101,106,115,119,129,134,143,152,165,180],"destructive":[23],"behavior":[24],"of":[25,36,57,100,109,147,155,183],"users,":[27,78,149],"spectrum":[28,156,181],"utilization":[29,154,182],"efficiency":[30],"will":[31],"be":[32],"reduced.":[33],"The":[34,158],"applications":[35],"game":[37,67,108],"theory":[38],"study":[40],"this":[41,62],"confrontation":[42,72],"relationship":[43],"reasonable.":[45],"Based":[46],"on":[47,133,178],"Continuous":[49],"Blotto":[50],"Game":[51],"(CBG)":[52],"model":[53,68],"under":[54,86,123],"condition":[56],"one-shot":[58],"perfect":[59],"information":[60,135],"confrontation,":[61],"paper":[63],"constructs":[64],"an":[65],"anti-jamming":[66],"for":[69],"allocation":[71,103,132,145],"between":[73,83],"and":[76,79,112,168],"simulates":[80],"competition":[82],"two":[84,110],"players":[85],"fixed":[87],"resource":[88],"constraints.":[89],"An":[90],"evolutionary":[91],"learning":[92],"approach":[93,127],"is":[94],"proposed,":[95],"which":[96],"improves":[97],"performance":[99],"strategy":[104,122,146],"through":[105],"repeated":[107],"players,":[111],"can":[113],"obtain":[114],"same":[116],"effect":[117,177],"as":[118],"Nash":[120],"equilibrium":[121],"certain":[124],"conditions.":[125],"Our":[126],"realizes":[128],"optimal":[130,153],"transmission":[136],"channel":[137],"in":[138],"countermeasures":[140],"without":[141],"knowing":[142],"thereby":[150],"realizing":[151],"resources.":[157],"simulation":[159],"results":[160],"show":[161],"that,":[162],"compared":[163],"with":[164],"greedy":[166],"algorithm":[167,172],"random":[169],"algorithm,":[170],"our":[171],"has":[173],"a":[174],"more":[175],"obvious":[176],"improving":[179],"users.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}