{"title":"An inverse problem based approach to detection in LPI systems","authors":"T. Gyawali, H. Kwon","doi":"10.1109/ISSSTA.2004.1371831","DOIUrl":null,"url":null,"abstract":"Most of the wideband low probability of intercept (LPI) signal detectors use energy detection and autocorrelation of the transmitted signal to decide the presence of the signal in an observed band. We propose a method for the detection of such signals using an inverse problem based approach. We compare the receiver operating characteristics (ROC) of this detector with those of conventional detectors. Simulation results indicate better performance of the proposed detector over the other LPI detectors. Furthermore, the proposed scheme is feasible and consistent because it can be implemented with modern digital signal processing of linear order computations whereas the conventional detectors are analog types and inconsistent.","PeriodicalId":340769,"journal":{"name":"Eighth IEEE International Symposium on Spread Spectrum Techniques and Applications - Programme and Book of Abstracts (IEEE Cat. No.04TH8738)","volume":"287 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eighth IEEE International Symposium on Spread Spectrum Techniques and Applications - Programme and Book of Abstracts (IEEE Cat. No.04TH8738)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISSSTA.2004.1371831","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Most of the wideband low probability of intercept (LPI) signal detectors use energy detection and autocorrelation of the transmitted signal to decide the presence of the signal in an observed band. We propose a method for the detection of such signals using an inverse problem based approach. We compare the receiver operating characteristics (ROC) of this detector with those of conventional detectors. Simulation results indicate better performance of the proposed detector over the other LPI detectors. Furthermore, the proposed scheme is feasible and consistent because it can be implemented with modern digital signal processing of linear order computations whereas the conventional detectors are analog types and inconsistent.
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基于逆问题的LPI系统检测方法
大多数宽带低截获概率(LPI)信号检测器利用发射信号的能量检测和自相关来确定信号是否存在于观测波段。我们提出了一种使用基于逆问题的方法来检测这种信号的方法。我们将该检测器的接收机工作特性(ROC)与传统检测器进行了比较。仿真结果表明,该检测器的性能优于其他LPI检测器。此外,该方案具有可行性和一致性,因为它可以实现现代数字信号处理的线性顺序计算,而传统的检测器是模拟型的,不一致。
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