Dai Wenjuan, Huang Jingfeng, Xu Dingwen, Wang Zixi
{"title":"基于遗传算法的超视距雷达机动目标检测","authors":"Dai Wenjuan, Huang Jingfeng, Xu Dingwen, Wang Zixi","doi":"10.1109/MMWCST.2012.6238146","DOIUrl":null,"url":null,"abstract":"In OTHR systems, the signal-to-clutter ratio (SCR) used for moving targets detection is very low. The Doppler frequency maneuvering targets, such as aircraft and missiles, is time-varying and spreading with long integration time (CIT). In this situation, the Fourier transform based target detection and tracking techniques may fail to work well with a long CIT, because there is a trade-off between the CIT length and Doppler resolution. A new method to detect maneuvering weak targets in the OTHR systems is proposed here. Time-frequency distribution techniques have been used to estimate the range of parameters of targets firstly, then, genetic algorithm (GA) is used to estimate the parameters accurately. The significance of time-frequency distribution is to narrow the search range of GA, and this operation can improve the processing efficiency.","PeriodicalId":150727,"journal":{"name":"The 2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Maneuvering target detection in over-the-horizon radar based on genetic algorithm\",\"authors\":\"Dai Wenjuan, Huang Jingfeng, Xu Dingwen, Wang Zixi\",\"doi\":\"10.1109/MMWCST.2012.6238146\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In OTHR systems, the signal-to-clutter ratio (SCR) used for moving targets detection is very low. The Doppler frequency maneuvering targets, such as aircraft and missiles, is time-varying and spreading with long integration time (CIT). In this situation, the Fourier transform based target detection and tracking techniques may fail to work well with a long CIT, because there is a trade-off between the CIT length and Doppler resolution. A new method to detect maneuvering weak targets in the OTHR systems is proposed here. Time-frequency distribution techniques have been used to estimate the range of parameters of targets firstly, then, genetic algorithm (GA) is used to estimate the parameters accurately. The significance of time-frequency distribution is to narrow the search range of GA, and this operation can improve the processing efficiency.\",\"PeriodicalId\":150727,\"journal\":{\"name\":\"The 2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-04-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The 2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MMWCST.2012.6238146\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MMWCST.2012.6238146","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Maneuvering target detection in over-the-horizon radar based on genetic algorithm
In OTHR systems, the signal-to-clutter ratio (SCR) used for moving targets detection is very low. The Doppler frequency maneuvering targets, such as aircraft and missiles, is time-varying and spreading with long integration time (CIT). In this situation, the Fourier transform based target detection and tracking techniques may fail to work well with a long CIT, because there is a trade-off between the CIT length and Doppler resolution. A new method to detect maneuvering weak targets in the OTHR systems is proposed here. Time-frequency distribution techniques have been used to estimate the range of parameters of targets firstly, then, genetic algorithm (GA) is used to estimate the parameters accurately. The significance of time-frequency distribution is to narrow the search range of GA, and this operation can improve the processing efficiency.