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A 2-D DOA Estimation Algorithm for Closely Spaced Sources with L-Shaped Array

机译:L形阵列的近距离信号源二维DOA估计算法

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摘要

In this paper, a two-dimensional (2-D) direction of arrival (DOA) estimation algorithm is developed for closely spaced sources with L-shaped array. In the proposed algorithm, we formulate two special matrices related to the covariance matrix of the antenna output by using matrix multiplication, the nonzero eigenvalues and corresponding eigenvectors of which contain the pair matching and DOA information, respectively. The pair-matching procedure is carried out by dealing with the nonzero eigenvalues of two spacial matrices, and theoretical analysis indicates that the pair-matching procedure does not result in the pair-matching failure. The DOAs of the sources are estimated by utilising the eigenvectors corresponding to nonzero eigenvectors, and the DOA estimation accuracy is significantly improved by this means. We also discuss the reason why the presented method can distinguish closely spaced sources. The simulation results validate the performance of the proposed algorithm.
机译:本文针对具有L形阵列的近距离信号源,开发了一种二维(2-D)到达方向(DOA)估计算法。在所提出的算法中,我们通过矩阵乘法来制定与天线输出的协方差矩阵相关的两个特殊矩阵,其非零特征值和对应的特征向量分别包含对匹配和DOA信息。通过处理两个空间矩阵的非零特征值来执行配对匹配过程,并且理论分析表明配对匹配过程不会导致配对失败。通过利用与非零特征向量相对应的特征向量来估计源的DOA,并且通过这种方法可以显着提高DOA估计的准确性。我们还讨论了提出的方法可以区分间距很小的源的原因。仿真结果验证了所提算法的性能。

著录项

  • 来源
    《Circuits, systems, and signal processing》 |2017年第11期|4498-4511|共14页
  • 作者单位

    Guizhou Inst Technol, Coll Informat Engn, 1 Caiguan Rd, Guiyang 550003, Guizhou, Peoples R China;

    Southwest Univ, Coll Elect & Informat Engn, 2 Tiansheng Rd, Chongqing 400715, Peoples R China;

    Guizhou Inst Technol, Coll Informat Engn, 1 Caiguan Rd, Guiyang 550003, Guizhou, Peoples R China;

    Guizhou Inst Technol, Coll Informat Engn, 1 Caiguan Rd, Guiyang 550003, Guizhou, Peoples R China;

    Guizhou Inst Technol, Coll Informat Engn, 1 Caiguan Rd, Guiyang 550003, Guizhou, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Two-dimensional DOA estimation; L-shaped array; Closely spaced sources;

    机译:二维DOA估计;L形阵列;源间距很小;

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