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Closed-Form Blind 2D-DOD and 2D-DOA Estimation for MIMO Radar with Arbitrary Arrays

机译:具有任意阵列的MIMO雷达的闭式盲2D-DOD和2D-DOA估计

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摘要

In this paper, we study the problem of four-dimensional angle estimation for bistatic multiple-input multiple-output (MIMO) radar with arbitrary arrays, and propose a close-form joint two-dimensional direction of departure and two-dimensional direction of arrival estimation algorithm. Our work is to extend the estimation of signal parameters via rotational invariance techniques (ESPRIT) algorithm to angle estimation in MIMO-radar with arbitrary arrays. The algorithm can achieve automatically paired four-dimensional angles, requires no peak searching, has low complexity, and does not need to compensate for the phase. Furthermore, the proposed algorithm has much better angle estimation performance than the interpolated ESPRIT algorithm and propagator method. We also analyze and derive the complexity of the algorithm and the Cramer-Rao bound. The simulation results verify the effectiveness of the algorithm.
机译:本文研究了具有任意阵列的双基地多输入多输出(MIMO)雷达的二维角度估计问题,并提出了一种闭合形式的联合二维离去方向和二维到达方向估计算法。我们的工作是通过旋转不变技术(ESPRIT)算法将信号参数的估计扩展到具有任意阵列的MIMO雷达中的角度估计。该算法可以实现自动成对的四个角度,不需要峰值搜索,复杂度低,并且不需要补偿相位。此外,与插值ESPRIT算法和传播器方法相比,该算法具有更好的角度估计性能。我们还分析并推导了算法的复杂性和Cramer-Rao界。仿真结果验证了该算法的有效性。

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