一种基于多级维纳滤波的多通道SAR动目标检测算法
doi: 10.3724/SP.J.1146.2010.01138
Multi-channel SAR Ground Moving Target Detection Based on Multistage Wiener Filter
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摘要: 该文针对机载多通道SAR-GMTI系统及实测数据，提出一种新的地面慢动目标检测算法。新算法利用多级维纳滤波器实现多通道SAR系统杂波抑制，同时结合对角加载技术和非均匀检测器，进一步改善SAR系统在非均匀环境下的动目标检测性能。实测数据实验结果表明：与常规的自适应检测方法相比，新算法能够明显提高系统对杂波的抑制能力及非均匀环境下系统的动目标检测性能。Abstract: A novel approach to moving target detection is proposed for multi-channel SAR system. This approach utilizes multistage Wiener filter to suppress clutter. To improve performance of moving target detection in heterogeneous clutter environment, this new approach also combines diagonal loading techniques and non-homogeneity detector. Experimental results on measured SAR data are presented to demonstrate that compared to conventional adaptive SAR/GMTI method, the proposed method shows better clutter suppression capability and moving target detection performance in heterogeneous clutter environment.
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Banahan C P, Perks D, Baker C, et al.. GMTI clutter cancellation using real non-ideal data [J].IET Radar, Sonar Navigation.2009, 4(2):302-314[4]Shackelford A K, Gerlach K, and Blunt S D. Partially adaptive STAP using the FRACTA algorithm [J].IEEE Transactions on Aerospace Electronic Systems.2009, 45(1):58-69[7]Goldstein J S, Reed I S, and Zulch P A. Multistage partially adaptive STAP CFAR detection algorithm [J].IEEE Transactions on Aerospace and Electronic Systems.1999, 35(2):645-661[8]Goldstein J S, Reed I S, and Scharf L L. A multistag representation of the Wiener filter based on orthogonal projections [J].IEEE Transactions on Information Theory.1998, 44(7):2943-2959[13]Zhu Dai-yin, Nie Xin, and Zhu Zhao-da. Polar format algorithm using chirp scaling for spotlight SAR image formation [J].IEEE Transactions on Aerospace and Electronic Systems.2008, 44(4):1433-1448[14]Fornaro G and Franceschetti G. Image registration in interferometric SAR processing [J].IEE Proceedings Radar, Sonar and Navigation.1995, 142(6):313-320[16]何友, 关键, 彭应宁等. 雷达自动检测与恒虚警处理[M]. 北京: 清华大学出版社, 1995, 第6章.[1]何友, 关键, 彭应宁等. 雷达自动检测与恒虚警处理[M]. 北京: 清华大学出版社,1995, 第6章. -
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