{"title":"基于自组织竞争神经网络的认知电子战通信威胁评估","authors":"Haiyan Lv, Wei Song","doi":"10.1109/IMCEC51613.2021.9482288","DOIUrl":null,"url":null,"abstract":"In order to cope with the fast pace and high efficiency of cognitive electronic warfare, self-organizing competitive neural network is introduced to quickly evaluate the threat of cognitive electronic warfare to the communication system, so as to overcome the shortcomings of previous evaluation methods, such as poor evaluation effect and great dependence on prior knowledge. Firstly, the concept of cognitive electronic warfare and its threat to communication system are introduced. Secondly, by comparison, the self-organizing competitive neural network is selected as the core of communication threat evaluation. Finally, evaluation process is simulated by MATLAB simulation software to verify its effectiveness.","PeriodicalId":240400,"journal":{"name":"2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Threat Assessment of Cognitive Electronic Warfare to Communication based on Self-organizing Competitive Neural Network\",\"authors\":\"Haiyan Lv, Wei Song\",\"doi\":\"10.1109/IMCEC51613.2021.9482288\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to cope with the fast pace and high efficiency of cognitive electronic warfare, self-organizing competitive neural network is introduced to quickly evaluate the threat of cognitive electronic warfare to the communication system, so as to overcome the shortcomings of previous evaluation methods, such as poor evaluation effect and great dependence on prior knowledge. Firstly, the concept of cognitive electronic warfare and its threat to communication system are introduced. Secondly, by comparison, the self-organizing competitive neural network is selected as the core of communication threat evaluation. Finally, evaluation process is simulated by MATLAB simulation software to verify its effectiveness.\",\"PeriodicalId\":240400,\"journal\":{\"name\":\"2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IMCEC51613.2021.9482288\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IMCEC51613.2021.9482288","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Threat Assessment of Cognitive Electronic Warfare to Communication based on Self-organizing Competitive Neural Network
In order to cope with the fast pace and high efficiency of cognitive electronic warfare, self-organizing competitive neural network is introduced to quickly evaluate the threat of cognitive electronic warfare to the communication system, so as to overcome the shortcomings of previous evaluation methods, such as poor evaluation effect and great dependence on prior knowledge. Firstly, the concept of cognitive electronic warfare and its threat to communication system are introduced. Secondly, by comparison, the self-organizing competitive neural network is selected as the core of communication threat evaluation. Finally, evaluation process is simulated by MATLAB simulation software to verify its effectiveness.