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A new ESPRIT algorithm based on Toeplitz method for coherent signals

机译:一种新的基于Toeplitz方法的ESPRIT算法

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In this paper, an improved high-resolution ESPRIT algorithm for direction of arrival (DOA) estimation of coherent signals is proposed, which is based on Toeplitz method, the T-ESPRIT algorithm for short. The main idea is to get the correlation function of the maximum eigenvector's elements and reference element, then fix it to be a Hermitian Toeplitz matrix by certain rules. and get two signal subspaces by singular value decomposition; at the last we use the rotation invariant to get DOA. Simulation results indicated that compared with other improved algorithm, this improved ESPRIT algorithm's resolution and robustness is obviously better, especially in low SNR case.
机译:在本文中,提出了一种改进的高分辨率ESPRIT算法,用于到达方向(DOA)估计相干信号的估计,基于TOEPLITZ方法,T-ESPRIT算法短。 主要思想是获取最大特征向量的元素和参考元素的相关函数,然后通过某些规则将其固定为Hermitian Toeplitz矩阵。 并通过奇异值分解获得两个信号子空间; 在最后,我们使用旋转不变性来获得DOA。 仿真结果表明,与其他改进的算法相比,这种改进的ESPRIT算法的分辨率和鲁棒性显着更好,特别是在低SNR案例中。

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