电子科技大学学报2012，Vol.41Issue(1)：31-35,5.DOI:10.3969/j.issn.1001-0548.2012.01.006
机载MIMO雷达降维空时自适应处理算法
Reduced-Dimension STAP for Airborne MIMO Radars
摘要
Abstract
A reduced-dimension space-time adaptive processing (STAP) method for clutter suppression in airborne multiple-input multiple-output (MMO) radar systems is developed. Firstly, the high-dimensional weight vector is decomposed into the Kronecker product of spatial and temporal weight vectors. Secondly, the quadratic cost function used in the optimum STAP is converted into two quadratic functions by using the information of the space-time correlation matrix. Finally, by iteratively optimizing two lower dimensional weight vectors in two quadratic functions, the proposed method can significantly decrease the computational load and training samples requirement. Experimental results using both simulated data and measured radar data demonstrate the effectiveness of the proposed method.关键词
机载雷达/杂波抑制/MIMO雷达/空时自适应处理Key words
airborne radar/clutter suppression/MIMO radar/space-time adaptive processing分类
信息技术与安全科学引用本文复制引用
和洁,冯大政,向聪,吕晖..机载MIMO雷达降维空时自适应处理算法[J].电子科技大学学报,2012,41(1):31-35,5.基金项目
国家自然科学基金(60971111) （60971111）
