宇航学报 ›› 2012, Vol. 33 ›› Issue (10): 1492-1497.doi: 10.3873/j.issn.1000-1328.2012.10.019

• 电子信息 • 上一篇    下一篇

一种新的稳健Capon波束形成算法

徐定杰, 贺瑞, 沈锋, 单志明   

  1. (哈尔滨工程大学自动化学院,哈尔滨 150001)
  • 收稿日期:2011-08-04 修回日期:2011-10-09 出版日期:2012-10-15 发布日期:2012-10-22
  • 基金资助:
    国家自然科学基金资助项目(61102107);中央高校基金科研业务费资助项目(HEUCF110406);黑龙江省博士后资助项目(LBH-Z10193);中国博士后面上项目(20100480979)

A New Algorithm for Robust Capon Beamforming

XU Ding-jie, HE Rui, SHEN Feng, SHAN Zhi-ming   

  1. (College of Automation,Harbin Engineering University, Harbin 150001,China)
  • Received:2011-08-04 Revised:2011-10-09 Online:2012-10-15 Published:2012-10-22

摘要:

 针对常规Capon波束形成算法在期望信号导向矢量失配情况下性能的急剧下降,研究了一种新的基于导向矢量不确定集的稳健Capon波束形成算法。该算法通过对阵列接受信号的相关矩阵进行特征分解获得噪声子空间,使期望信号导向矢量在噪声子空间的投影最优。并且利用特征向量的结构特性推导出了最优对角加载量的解析表达式。仿真结果表明了理论分析的正确性和算法的有效性。

 

关键词: 自适应波束形成, Capon波束形成, 不确定集约束, 对角加载

Abstract:

Since standard Capon beamformer is suffers from performance degradation in the presence of mismatch of the array steering vector of the desired signal. A new robust Capon beamforming algorithm based on the steering vector uncertainty set is investigated. By utilizing the noise subspace obtained by the eigen factorization of the correlation matrix, the projection of signal steering vector onto noise subspace is made to optimize. And an optimal solution of the diagonal loading is derived. The simulation results demonstrate its correctness and effectiveness.


 

Key words: Adaptive beamforming, Capon Beamformer, Uncertainty set constraint, DiaGonal loading

中图分类号: