{"title":"雷达数据自回归建模及其在目标识别中的应用","authors":"R. Moses, J.W. Carl","doi":"10.1109/NRC.1988.10961","DOIUrl":null,"url":null,"abstract":"The classification and identification of radar targets from frequency domain data is studied. The approach taken is to form an autoregressive (AR) model of the downrange and Doppler profiles of the target from a set of coherent stepped-frequency radar measurements. Simple, effective methods for motion compensation of the data and for averaging of the profile estimates are derived. This composite algorithm is applied to X-band radar measurements of aircraft in flight to illustrate the effectiveness of the modeling procedure. The results indicate that the AR model can be used for scattering center identification, and for discrimination between two targets.<<ETX>>","PeriodicalId":237192,"journal":{"name":"Proceedings of the 1988 IEEE National Radar Conference","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1988-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"18","resultStr":"{\"title\":\"Autoregressive modeling of radar data with application to target identification\",\"authors\":\"R. Moses, J.W. Carl\",\"doi\":\"10.1109/NRC.1988.10961\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The classification and identification of radar targets from frequency domain data is studied. The approach taken is to form an autoregressive (AR) model of the downrange and Doppler profiles of the target from a set of coherent stepped-frequency radar measurements. Simple, effective methods for motion compensation of the data and for averaging of the profile estimates are derived. This composite algorithm is applied to X-band radar measurements of aircraft in flight to illustrate the effectiveness of the modeling procedure. The results indicate that the AR model can be used for scattering center identification, and for discrimination between two targets.<<ETX>>\",\"PeriodicalId\":237192,\"journal\":{\"name\":\"Proceedings of the 1988 IEEE National Radar Conference\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1988-04-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"18\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 1988 IEEE National Radar Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NRC.1988.10961\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 1988 IEEE National Radar Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NRC.1988.10961","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Autoregressive modeling of radar data with application to target identification
The classification and identification of radar targets from frequency domain data is studied. The approach taken is to form an autoregressive (AR) model of the downrange and Doppler profiles of the target from a set of coherent stepped-frequency radar measurements. Simple, effective methods for motion compensation of the data and for averaging of the profile estimates are derived. This composite algorithm is applied to X-band radar measurements of aircraft in flight to illustrate the effectiveness of the modeling procedure. The results indicate that the AR model can be used for scattering center identification, and for discrimination between two targets.<>
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
