{"title":"Colored diagonal loading","authors":"J. Hiemstra","doi":"10.1109/NRC.2002.999749","DOIUrl":null,"url":null,"abstract":"We develop a beamforming technique called colored diagonal loading. This technique is a generalization of diagonal loading in which the covariance matrix is augmented with a scaled version of a colored matrix as opposed to using the identity matrix as with conventional diagonal loading. Thus as the loading is increased, the beampattern increasingly takes on the form of a desired quiescent pattern as opposed to that of a conventional (high sidelobe) pattern. The attractiveness of this technique is that it retains the robustness and simple formulation of diagonal loading while allowing insertion of additional quiescent structure. We compare this technique is to conventional diagonal loading and to other quiescent pattern techniques.","PeriodicalId":448055,"journal":{"name":"Proceedings of the 2002 IEEE Radar Conference (IEEE Cat. No.02CH37322)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"29","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2002 IEEE Radar Conference (IEEE Cat. No.02CH37322)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NRC.2002.999749","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 29

Abstract

We develop a beamforming technique called colored diagonal loading. This technique is a generalization of diagonal loading in which the covariance matrix is augmented with a scaled version of a colored matrix as opposed to using the identity matrix as with conventional diagonal loading. Thus as the loading is increased, the beampattern increasingly takes on the form of a desired quiescent pattern as opposed to that of a conventional (high sidelobe) pattern. The attractiveness of this technique is that it retains the robustness and simple formulation of diagonal loading while allowing insertion of additional quiescent structure. We compare this technique is to conventional diagonal loading and to other quiescent pattern techniques.
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彩色对角装载
我们开发了一种称为彩色对角加载的波束形成技术。该技术是对角加载的推广,其中协方差矩阵用彩色矩阵的缩放版本进行增广,而不是像传统对角加载那样使用单位矩阵。因此,随着负载的增加,波束方向图越来越多地采用所需的静态方向图的形式,而不是传统的(高旁瓣)方向图。这种技术的吸引力在于它保留了对角加载的鲁棒性和简单的公式,同时允许插入额外的静态结构。我们将此技术与传统的对角加载技术和其他静态模式技术进行了比较。
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