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Joint estimation of direction of departure and direction of arrival for multiple-input multiple-output radar based on improved joint ESPRIT method

机译:基于改进的联合EspRIT方法的多输入多输出雷达的出发方向和到达方向的联合估计

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摘要

This study presents an improved joint estimation method of signal parameters via rotational invariance technique (ESPRIT) algorithm for low-complexity simultaneous estimation of direction of departure (DOD) and direction of arrival (DOA) in a multiple-input-multiple-output radar system. The proposed algorithm is based on a data matrix and estimates DOD and DOA without a pairing operation. The computational complexity of the proposed joint ESPRIT algorithm is derived to be less than that of conventional two dimension multiple signal classification (2D-MUSIC) and reduced dimension multiple signal classification. The authors' simulation results demonstrate that the proposed algorithm achieves performance very close to that of 2D-MUSIC and better performance than that of the ESPRIT algorithm.
机译:本研究提出了一种通过旋转不变技术(ESPRIT)算法对信号参数进行联合估计的改进方法,用于在多输入多输出雷达系统中同时进行低复杂度的同时估计出发方向(DOD)和到达方向(DOA)的估计。所提出的算法基于数据矩阵,无需配对操作即可估算DOD和DOA。所提出的联合ESPRIT算法的计算复杂度小于传统的二维多维信号分类(2D-MUSIC)和降维多维信号分类。作者的仿真结果表明,该算法实现的性能与2D-MUSIC非常接近,并且性能优于ESPRIT算法。

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