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Angle estimation for bistatic MIMO radar in the presence of spatial colored noise

机译:空间色噪声存在下双基地MIMO雷达的角度估计

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摘要

In this paper, we address the problem of angle estimation for bistatic multiple-input multiple-output (MIMO) radar in the presence of spatial colored noise. By exploiting the temporal structure and the multidimensional inherent structure, a fourth-order cross-covariance tensor is formulated to eliminate the effect of spatial colored noise. The higher-order singular value decomposition is utilized for accurate signal subspace estimation. Thereafter, angles are obtained with the shift-invariance technique. The proposed method can achieve automatic pairing of the estimated angles without any virtual aperture loss, thus it has better estimation performance than existing methods. Extensive numerical experiments verify the effectiveness and improvement of our algorithm.
机译:在本文中,我们解决了在存在空间有色噪声的情况下双基地多输入多输出(MIMO)雷达的角度估计问题。通过利用时间结构和多维固有结构,制定了四阶互协方差张量以消除空间彩色噪声的影响。高阶奇异值分解用于精确的信号子空间估计。此后,通过位移不变技术获得角度。所提出的方法可以实现估计角度的自动配对而没有任何虚拟孔径损失,因此与现有方法相比具有更好的估计性能。大量的数值实验验证了我们算法的有效性和改进。

著录项

  • 来源
    《Signal processing》 |2017年第5期|261-267|共7页
  • 作者单位

    Electronic and Information School of Yangtze University, Jingzhou 434023, China;

    Electronic and Information School of Yangtze University, Jingzhou 434023, China;

    School of Communication and Information Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China;

    National Laboratory of Radar Signal Processing, Xidian University, Xi'an 710071, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Colocated MIMO radar; Bistatic MIMO radar; Angle estimation; Spatial colored noise;

    机译:共置MIMO雷达;双基地MIMO雷达;角度估计;空间色噪声;

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