摘要
该文提出一种基于Relax算法的杂波抑制和参数估计方法。该方法适用于多通道广域监视GMTI系统。在分析广域监视模式回波组成的基础上,结合Relax算法,设计了进行杂波抑制的迭代方法。相对于降维空时自适应处理(STAP),该方法不需要估计杂波加噪声的协方差矩阵,因此可以在非均匀杂波环境下取得较优的杂波抑制效果。该文同时指出,在杂波抑制的基础上,针对存在动目标的距离-多普勒单元继续进行迭代,可实现动目标参数的精确估计。仿真结果验证了上述方法的有效性。
This paper proposes a clutter suppression and parameter estimation method based on Relax algorithm. The method is fit for the multi-channel Wide Area Surveillance （WAS） GMTI system. After analyzing the components of radar echoes in WAS-GMTI mode, an iterative clutter suppression method based on Relax algorithm is designed. Compared with the reduced-dimension Space Time Adaptive Processing （STAP） algorithm, the proposed method achieves better clutter suppression results in the nonhomogeneous environment since it has no need to estimate the clutter plus noise covariance matrix. Besides, based on the clutter suppression results, precision parameters of moving targets can be obtained if the iterations are continued in the range-Doppler cells with the detected moving targets. The proposed method is validated by digital simulations.
作者
闫贺
朱岱寅
张劲东
王旭东
李勇
毛新华
吴迪
YAN He ZHU Daiyin ZHANG Jindong WANG Xudong LI Yong MAO Xinhua WU Di(College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)
出处
《电子与信息学报》
EI
CSCD
北大核心
2016年第12期3042-3048,共7页
Journal of Electronics & Information Technology
基金
国家自然科学基金(61501231)
江苏省自然科学基金(BK20150759)
航空科学基金(20152052027)
中央高校基本科研业务费专项资金(3082016NJ20160006)~~
关键词
SAR
地面动目标识别
RELAX算法
杂波抑制
参数估计
SAR
Ground Moving Target Identification （GMTI）
Relax algorithm
Clutter suppression
Parameter estimation
