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Sum-difference Reduced-dimensional Processing in SAR Image Domain and Statistical Analysis for Ground Moving Target Indication

Sum-difference Reduced-dimensional Processing in SAR Image Domain and Statistical Analysis for Ground Moving Target Indication
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摘要 In this article, a new reduced-dimensional adaptive processing algorithm based on joint pixels sum-difference data for clutter rejection is proposed. The sum-difference data are obtained by orthogonal projection of the joint pixels data of different synthetic aperture radar (SAR) images generated by a multi-satellite radar system. In the sense of statistical expectation, the sum-difference data contain the common and different information of the SAR images. Therefore, the objective of clutter cancellation can be achieved by adaptive processing. Moreover, based on the residual image after clutter rejection, statistical analysis of constant false-alarm rate (CFAR) detection of moving targets is also presented. Simulation results demonstrate the effectiveness and robustness of the proposed algorithm even with heterogeneous clutter and image co-registration error. In this article, a new reduced-dimensional adaptive processing algorithm based on joint pixels sum-difference data for clutter rejection is proposed. The sum-difference data are obtained by orthogonal projection of the joint pixels data of different synthetic aperture radar (SAR) images generated by a multi-satellite radar system. In the sense of statistical expectation, the sum-difference data contain the common and different information of the SAR images. Therefore, the objective of clutter cancellation can be achieved by adaptive processing. Moreover, based on the residual image after clutter rejection, statistical analysis of constant false-alarm rate (CFAR) detection of moving targets is also presented. Simulation results demonstrate the effectiveness and robustness of the proposed algorithm even with heterogeneous clutter and image co-registration error.
出处 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第6期620-626,共7页 中国航空学报(英文版)
基金 National Natural Science Foundation of China (60736009, 60901066)
关键词 ground moving target indication space-time adaptive processing clutter rejection MULTI-CHANNEL synthetic aperture radar ground moving target indication space-time adaptive processing clutter rejection multi-channel synthetic aperture radar
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  • 1廖桂生,1992年
  • 2孙继广,矩阵扰动分析,1987年
  • 3保静,Chin J Electron,1993年,2卷,1期,1页
  • 4廖桂生,电子科学学刊,1993年,15卷,4期,366页

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