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机载非正侧视阵知识辅助STAP方法
引用本文:刘涛,张永,栾金龙,刘振华,马红光. 机载非正侧视阵知识辅助STAP方法[J]. 现代雷达, 2011, 33(10): 43-46,50
作者姓名:刘涛  张永  栾金龙  刘振华  马红光
作者单位:1. 第二炮兵工程学院,西安,710025
2. 第二炮兵驻南京地区专装代表室,南京,210013
3. 南京电子技术研究所,南京,210039
摘    要:机载非正侧视阵的近程杂波具有严重的距离依赖性,在距离模糊条件下,现有的空时自适应处理(Space-Time Adap-tive Processing,STAP)算法难以对其进行有效抑制,为此提出了知识辅助的STAP处理方法。通过使用新的样本选择策略,以及改进的针对近程杂波的知识辅助协方差矩阵模型,该方法在处理非正侧视阵近程杂波时的性能接近最优,远高于一般的基于样本估计协方差矩阵的方法,并克服了缺少训练样本的问题。仿真结果证明了该方法的有效性。

关 键 词:非正侧视阵  空时自适应处理  近程杂波  知识辅助协方差矩阵估计

Knowledge-aided STAP Approach for Non-side-looking Arrays
LIU Tao,ZHANG Yong,LUAN Jin-long,LIU Zhen-hua,MA Hong-guang. Knowledge-aided STAP Approach for Non-side-looking Arrays[J]. Modern Radar, 2011, 33(10): 43-46,50
Authors:LIU Tao  ZHANG Yong  LUAN Jin-long  LIU Zhen-hua  MA Hong-guang
Affiliation:1(1.The Second Artillery Engineering College,Xi′an 710025,China)(2.The Delegate Office of the Second Artillery in Nanjing,Nanjing 210013,China)(3.Nanjing Research Institute of Electronics Technology,Nanjing 210039,China)
Abstract:The near range clutter of airborne non-side-looking(NSL) arrays severely depends on the range.In the case of range ambiguity,effective suppression is difficult to be carried out by using conventional space-time adaptive processing(STAP) methods.This paper presents a knowledge-aided STAP approach for NSL.By utilization of a new sample selection strategy as well as an improved knowledge-aided covariance estimation(KACE) model for near range clutter,the performance of the proposed approach is close to be optim...
Keywords:non-side-looking arrays  space-time adaptive processing(STAP)  near range clutter  knowledge-aided covariance estimation(KACE)  
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