{"title":"约秩广义似然比检验的分析与解释","authors":"I. Kirsteins","doi":"10.1109/SSAP.1994.572436","DOIUrl":null,"url":null,"abstract":"An analysis and interpretation of the reduced-rank generalized likelihood-ratio test (RR-GLRT) detector is presented in this paper. First, simple and accurate approximations to the RR-GLRT test statistics are derived. The approximations are verified by computer simulation and are shown to be accurate over a wide range of interference and signal levels These approximation are then used to show that the RR-GLRT is related to the UMP invariant test and to calculate the moments and deflection of the RR-GLRT statistic.","PeriodicalId":151571,"journal":{"name":"IEEE Seventh SP Workshop on Statistical Signal and Array Processing","volume":"96 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Analysis and Interpretation of the Reduced-Rank Generalized Likelihood-Ratio Test\",\"authors\":\"I. Kirsteins\",\"doi\":\"10.1109/SSAP.1994.572436\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An analysis and interpretation of the reduced-rank generalized likelihood-ratio test (RR-GLRT) detector is presented in this paper. First, simple and accurate approximations to the RR-GLRT test statistics are derived. The approximations are verified by computer simulation and are shown to be accurate over a wide range of interference and signal levels These approximation are then used to show that the RR-GLRT is related to the UMP invariant test and to calculate the moments and deflection of the RR-GLRT statistic.\",\"PeriodicalId\":151571,\"journal\":{\"name\":\"IEEE Seventh SP Workshop on Statistical Signal and Array Processing\",\"volume\":\"96 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1994-06-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Seventh SP Workshop on Statistical Signal and Array Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SSAP.1994.572436\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Seventh SP Workshop on Statistical Signal and Array Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSAP.1994.572436","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis and Interpretation of the Reduced-Rank Generalized Likelihood-Ratio Test
An analysis and interpretation of the reduced-rank generalized likelihood-ratio test (RR-GLRT) detector is presented in this paper. First, simple and accurate approximations to the RR-GLRT test statistics are derived. The approximations are verified by computer simulation and are shown to be accurate over a wide range of interference and signal levels These approximation are then used to show that the RR-GLRT is related to the UMP invariant test and to calculate the moments and deflection of the RR-GLRT statistic.