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Real-valued DOA estimation for uniform linear array with unknown mutual coupling

机译:具有未知互耦的均匀线性阵列的实值DOA估计

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摘要

In this paper, we propose a real-valued direction-of-arrival (DOA) estimation method for uniform linear arrays (ULAs) in the presence of unknown mutual coupling. By taking advantage of the special structure of the mutual coupling matrix for ULAs, the effect of mutual coupling is eliminated by the inherent mechanism of the proposed method. Moreover, the computational complexity is reduced by a factor of at least four after further performing a unitary transformation capable of converting a complex covar-iance matrix into a real one. We also investigate the performance loss due to the imperfect structure of the mutual coupling matrix under the NEC-2 code. Experimental results with respect to the NEC-2 code illustrate that our new method even outperforms a state-of-the-art method in the literature.
机译:在本文中,我们提出了存在未知互耦的均匀线性阵列(ULA)的实值到达方向(DOA)估计方法。通过利用用于ULA的互耦合矩阵的特殊结构,所提出的方法的固有机制消除了互耦合的影响。此外,在进一步执行能够将复杂的协方差矩阵转换为实数的unit变换之后,计算复杂度降低了至少四倍。我们还研究了由于NEC-2代码下互耦合矩阵结构不完善而导致的性能损失。针对NEC-2代码的实验结果表明,我们的新方法甚至优于文献中的最新方法。

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