任意线阵相干窄带信号的到达方向估计

Xiao Chen, J. Xin, Nanning Zheng, A. Sano
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引用次数: 4

摘要

在本文中,我们考虑了相干窄带信号在任意线性阵列上的到达方向估计。提出了一种不需要特征分解的基于插值变换的改进Capon波束形成方法,利用插值技术将任意线性阵列变换为虚拟均匀线性阵列,然后通过空间平滑预处理对入射信号进行相干去相关处理。进一步通过增大阵列协方差矩阵的功率,采用改进的Capon波束形成器估计doa,其中抑制信号子空间对应的分量。通过数值算例验证了所提方法的有效性,仿真结果表明,在低信噪比和少量快照情况下,所提方法的性能与基于子空间的方法相当。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Direction-of-arrival estimation of coherent narrowband signals with arbitrary linear array
In this paper, we consider the direction-of-arrivals (DOAs) estimation of coherent narrowband signals impinging on an arbitrary linear array in a computational efficient way. A new interpolation transform based modified Capon beam-forming method is proposed without eigendecomposition, where the arbitrary linear array is transformed to a virtual uniform linear array (ULA) by utilizing the interpolation technique, and then the coherency of incident signals can be decorrelated by employing the spatial smoothing preprocessing. Further by increasing the power of array covariance matrix, a modified Capon beamformer is used to estimate the DOAs, where the component corresponding to the signal subspace is suppressed. The effectiveness of the proposed method is verified through numerical examples, and the simulation results show that the proposed method performs as well as the subspace-based method at low signal to noise ratio (SNR) or with small number of snapshots.
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