In this paper,a detection method combining Cameron decomposition based on polarization scattering characteristics in sea clutter background is proposed.Firstly,the Cameron decomposition is exploited to fuse the radar ...In this paper,a detection method combining Cameron decomposition based on polarization scattering characteristics in sea clutter background is proposed.Firstly,the Cameron decomposition is exploited to fuse the radar echoes of full polarization channels at the data level.Due to the artificial material structure on the surface of the target,it can be shown that the non-reciprocity of the target cell is stronger than that of the clutter cell.Then,based on the analysis of the decomposition results,a new feature with scattering geometry characteristics in polarization domain,denoted as Cameron polarization decomposition scattering weight(CPD-SW),is extracted as the test statistic,which can achieve more detailed descriptions of the clutter scattering characteristics utilizing the difference between their scattering types.Finally,the superiority of the proposed CPD-SW detector over traditional detectors in improving detection performance is verified by the IPIX measured dataset,which has strong stability under short-time observation in threshold detection and can also improve the separability of feature space zin anomaly detection.展开更多
同步轨道星-空双站SAR构型下(卫星作为发射端、浮空器作为接收端),为了应用空时自适应处理(Space Time Adaptive Processing,STAP)方法更好地抑制杂波,进行地面慢速运动目标检测,有必要分析杂波特性。该文从地面运动目标检测角度出发,...同步轨道星-空双站SAR构型下(卫星作为发射端、浮空器作为接收端),为了应用空时自适应处理(Space Time Adaptive Processing,STAP)方法更好地抑制杂波,进行地面慢速运动目标检测,有必要分析杂波特性。该文从地面运动目标检测角度出发,建立了同步轨道星-空双站SAR杂波特性的理论模型,分析了杂波的角度-多普勒轨迹的距离依赖性特点,仿真实验证明了模型建立和理论分析的正确性。该文的理论模型和分析结论揭示了同步轨道星-空双SAR这一新模式下的杂波特性,为该模式下地面运动目标检测方法的选择和研究奠定了理论基础。展开更多
基金supported by the National Natural Science Foundation of China(62201251)the Natural Science Foundation of the Jiangsu Higher Education Institutions of China(22KJB510024)the Open Fund for the Hangzhou Institute of Technology Academician Workstation at Xidian University(XH-KY-202306-0291)。
文摘In this paper,a detection method combining Cameron decomposition based on polarization scattering characteristics in sea clutter background is proposed.Firstly,the Cameron decomposition is exploited to fuse the radar echoes of full polarization channels at the data level.Due to the artificial material structure on the surface of the target,it can be shown that the non-reciprocity of the target cell is stronger than that of the clutter cell.Then,based on the analysis of the decomposition results,a new feature with scattering geometry characteristics in polarization domain,denoted as Cameron polarization decomposition scattering weight(CPD-SW),is extracted as the test statistic,which can achieve more detailed descriptions of the clutter scattering characteristics utilizing the difference between their scattering types.Finally,the superiority of the proposed CPD-SW detector over traditional detectors in improving detection performance is verified by the IPIX measured dataset,which has strong stability under short-time observation in threshold detection and can also improve the separability of feature space zin anomaly detection.
文摘同步轨道星-空双站SAR构型下(卫星作为发射端、浮空器作为接收端),为了应用空时自适应处理(Space Time Adaptive Processing,STAP)方法更好地抑制杂波,进行地面慢速运动目标检测,有必要分析杂波特性。该文从地面运动目标检测角度出发,建立了同步轨道星-空双站SAR杂波特性的理论模型,分析了杂波的角度-多普勒轨迹的距离依赖性特点,仿真实验证明了模型建立和理论分析的正确性。该文的理论模型和分析结论揭示了同步轨道星-空双SAR这一新模式下的杂波特性,为该模式下地面运动目标检测方法的选择和研究奠定了理论基础。
