{"title":"基于信号分解优化与分形处理相结合的无线电台识别方法研究","authors":"Xiwen Ouyang, Lihua Zhang, Baojian Gao","doi":"10.1109/iccet58756.2023.00026","DOIUrl":null,"url":null,"abstract":"In order to better obtain the radio frequency fingerprint of the radio station and realize the effective monitoring, identification and management of the amateur radio station, a HITD-Corr algorithm is proposed in this paper. The algorithm can effectively overcome the problems of signal distortion, end effect and spurious components existing in the ITD algorithm. By combining the algorithm with the box dimension, the radio frequency fingerprint data set is obtained, and then the SVM classifier is used to classify it to realize the identification, classification and management of the radio. The experimental results show that the method has good effectiveness and accuracy.","PeriodicalId":170939,"journal":{"name":"2023 6th International Conference on Communication Engineering and Technology (ICCET)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Radio Station Identification Method Based on Combination of Signal Decomposition Optimization and Fractal Processing\",\"authors\":\"Xiwen Ouyang, Lihua Zhang, Baojian Gao\",\"doi\":\"10.1109/iccet58756.2023.00026\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to better obtain the radio frequency fingerprint of the radio station and realize the effective monitoring, identification and management of the amateur radio station, a HITD-Corr algorithm is proposed in this paper. The algorithm can effectively overcome the problems of signal distortion, end effect and spurious components existing in the ITD algorithm. By combining the algorithm with the box dimension, the radio frequency fingerprint data set is obtained, and then the SVM classifier is used to classify it to realize the identification, classification and management of the radio. The experimental results show that the method has good effectiveness and accuracy.\",\"PeriodicalId\":170939,\"journal\":{\"name\":\"2023 6th International Conference on Communication Engineering and Technology (ICCET)\",\"volume\":\"67 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 6th International Conference on Communication Engineering and Technology (ICCET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/iccet58756.2023.00026\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Conference on Communication Engineering and Technology (ICCET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iccet58756.2023.00026","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Radio Station Identification Method Based on Combination of Signal Decomposition Optimization and Fractal Processing
In order to better obtain the radio frequency fingerprint of the radio station and realize the effective monitoring, identification and management of the amateur radio station, a HITD-Corr algorithm is proposed in this paper. The algorithm can effectively overcome the problems of signal distortion, end effect and spurious components existing in the ITD algorithm. By combining the algorithm with the box dimension, the radio frequency fingerprint data set is obtained, and then the SVM classifier is used to classify it to realize the identification, classification and management of the radio. The experimental results show that the method has good effectiveness and accuracy.