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一种快速的相干信源超分辨方法

黄磊;吴顺君;张林让   

  1. 西安电子科技大学 雷达信号处理重点实验室,陕西 西安 710071

  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2006-02-20 发布日期:2006-02-20

A fast super-resolution method for coherent signals

HUANG Lei;WU Shun-jun;ZHANG Lin-rang   

  1. Key Lab. of Radar Signal Processing, Xidian Univ., Xi′an 710071, China
  • Received:1900-01-01 Revised:1900-01-01 Online:2006-02-20 Published:2006-02-20

摘要: 提出一种快速的相干信源超分辨方法,信号子空间由空间平滑的Lanczos算法的若干步递推得到.由于该方法只利用到某一信源的训练信号就可实现对所有信号的DOA进行快速估计,不需要对协方差矩阵作特征值分解和多级维纳滤波器的后向递推,所以该方法具有低复杂度和小运算量的特点,更适合实时处理的要求.计算机仿真表明,在低信噪比和小样本的情况下明显优于常规的EPSRIT方法,在高信噪比和大样本的情况下具有和常规ESPRIT方法同样的估计精度.

关键词: 波达方法, ESPRIT方法, 降维, 多级维纳滤波器

Abstract: A fast super-resolution method for coherent signals is developed. The novel signal subspace is obtained by the recursion of the spatially smoothed Lanczos algorithm, so it does not involve the eigendecomposition of the array covariance matrix as well as the backward recursion of the multistage wiener filter (MSWF), thereby indicating that the proposed method is more computationally efficient than the classical subspace based methods, such as the conventional EPSRIT method. The effectiveness of the proposed approach is verified by numerical results.

Key words: direction-of-arrival, ESPRIT method, rank reduction, multi-stage Wiener filter

中图分类号: 

  • TN911.23