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Two-Dimensional DOA Estimation for Planar Array Using a Successive Propagator Method*

机译:使用连续传播器方法的二维平面二维DOA估计*

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摘要

We consider the problem of two-dimensional (2D) direction of arrival (DOA) estimation for planar array, and propose a successive propagator method (PM)-based algorithm. The rotational invariance property of the propagator matrix is exploited to obtain the initial angle estimations, while the accurate estimates can be achieved through successive one-dimensional and local spectrum-peak searches. The proposed algorithm can obtain automatically paired 2D-DOA estimations, and it requires no eigenvalue decomposition of the covariance matrix of received data, which remarkably reduces the computational cost compared with traditional 2D-PM algorithm. In addition, the DOA estimation performance of the proposed algorithm is better than estimation of signal parameters via rotational invariance technique (ESPRIT) algorithm and PM algorithm, and is close to 2D-PM algorithm which requires 2D spectrum-peak search. Numerical simulations demonstrate the effectiveness and improvement of the proposed algorithm.
机译:我们考虑了平面阵列的二维(2D)到达方向(DOA)估计问题,并提出了一种基于连续传播器方法(PM)的算法。利用传播矩阵的旋转不变性获得初始角度估计,而准确的估计可以通过连续的一维和局部频谱峰搜索来实现。所提出的算法可以自动获得配对的2D-DOA估计,并且不需要对接收数据的协方差矩阵进行特征值分解,与传统的2D-PM算法相比,显着降低了计算成本。另外,该算法的DOA估计性能优于通过旋转不变技术(ESPRIT)算法和PM算法估计信号参数,并且接近于需要二维频谱峰搜索的2D-PM算法。数值仿真表明了该算法的有效性和改进。

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