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Joint Frequency and 2-D DOA Estimation Using Pseudocovariance Matrices

机译:伪协方差矩阵的联合频率和二维DOA估计

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摘要

In this paper, a new algorithm of frequency and 2-D DOA (direction-of-arrival) joint estimation employing L-shape arrays using pseudocovariance matrices is addressed. Firstly, pseudocovariance matrices are constructed using the covariance of sensors along the -axis and z x -axis respectively. Then signal subspaces are obtained using singular value decomposition (SVD) technique for the two pseudocovariance matrices. Frequency and 2-D DOA estimation is obtained by ESPRIT-like technique. Simulation results show that the proposed method has very attractive 3-D estimation performance, high DOA separation.
机译:在本文中,提出了一种新的频率和二维DOA(到达方向)联合估计算法,该算法使用伪协方差矩阵的L形阵列。首先,使用分别沿-轴和z x-轴的传感器协方差构造伪协方差矩阵。然后,使用奇异值分解(SVD)技术获得两个伪协方差矩阵的信号子空间。频率和二维DOA估计是通过类似ESPRIT的技术获得的。仿真结果表明,该方法具有很好的3-D估计性能,DOA分离度高。

著录项

  • 来源
  • 会议地点 San Jose CA(US) and Chengdu(CN);San Jose CA(US) and Chengdu(CN)
  • 作者单位

    School of Electronic Engineering, University of Electronic Science and Technology of China;

    School of Electronic Engineering, University of Electronic Science and Technology of China;

    School of Electronic Engineering, University of Electronic Science and Technology of China;

    School of Electronic Engineering, University of Electronic Science and Technology of China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 通信;
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