应用科学学报 ›› 2009, Vol. 27 ›› Issue (6): 592-600.

• 信号与信息处理 • 上一篇    下一篇

基于特征向量的阵列误差矩阵最优闭式解

王鼎1, 李长胜2, 吴瑛1   

  1. 1. 解放军信息工程大学信息工程学院,郑州450002
    2. 解放军信息工程大学理学院,郑州450004
  • 收稿日期:2009-02-27 修回日期:2009-09-14 出版日期:2009-11-25 发布日期:2009-11-30
  • 作者简介:王鼎,博士生,研究方向:阵列信号处理和无源定位,E-mail: wang_ding814@yahoo.com.cn; 吴瑛,教授,博导,研究方向:数字 信号处理、阵列信号处理及其DSP实现,E-mail: hnwuying22@163.com

Optimal Closed-Form Solution to Array Error Matrix Based on Eigenvector

WANG Ding1, LI Chang-sheng2, WU Ying1   

  1. 1. Institute of Information Engineering, PLA Information Engineering University, Zhengzhou 450002, China
    2. Institute of Science, PLA Information Engineering University, Zhengzhou 450004, China
  • Received:2009-02-27 Revised:2009-09-14 Online:2009-11-25 Published:2009-11-30

摘要:

阵列互耦和幅相误差的综合作用会严重影响MUSIC算法的测向性能. 该文重点研究了由互耦和幅相误差
引起的阵列误差校正问题,给出3 种阵列误差矩阵校正算法. 它们具有相同的计算模式和理论框架,均可通过计算某
个Hermite矩阵最小特征值对应的特征向量获得最优闭式解. 算法I未利用阵列误差矩阵的任何性质,算法II利用了阵列
误差矩阵的稀疏性,算法III利用了某些规则阵列的阵列误差矩阵的特殊结构. 仿真实验比较了3 种校正算法的估计精
度,结果表明,尽可能利用阵列误差矩阵的特殊性质有利于提高阵列误差矩阵的校正精度.

关键词: 阵列校正;互耦;幅相误差;特征向量;闭式解

Abstract:

The combined effects of mutual coupling and amplitude-phase errors have negative impact on the
direction-finding performance of the MUSIC algorithm. In this work, we calibrate array errors induced by the mutual
coupling effect and amplitude-phase errors. Three algorithms are presented, which have the same computational
mode and theoretical framework, and provide optimal closed-form solutions to the array error matrix based on the
eigenvector of the Hermite matrix corresponding to the smallest eigenvalue. The first algorithm does not make
use of any property of the array error matrix, the second uses sparseness of the array error matrix, and the third
makes fully use of the special structure of the array error matrix for some regular arrays. Performances of parameter
estimation of the three algorithms are compared by simulation. The results show that the calibration precision of
array error matrix can be improved if the algorithm uses more special properties of the array error matrix.

Key words: array calibration, mutual coupling, amplitude-phase errors, eigenvector, closed-form solution

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