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Computational Efficient DOA, DOD, and Doppler Estimation Algorithm for MIMO Radar

机译:MIMO雷达的计算有效DOA,DOD和多普勒估计算法

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摘要

Joint direction-of-arrival (DOA), direction-of-departure (DOD), and Doppler estimation for multiple-input multiple-output (MIMO) radar usually are too time-consuming to implement because of high-dimensional searching procedures. This letter proposes a computational efficient algorithm for MIMO radar joint DOA, DOD, and Doppler estimation, which adopts an unstructured maximum likelihood method to sequentially estimate the Doppler, DOD, and DOA by three one-dimensional searching procedures based on the extended invariance principle. Numerical results validate the effectiveness together with its superiorities over conventional maximum likelihood algorithms.
机译:对于多输入多输出(MIMO)雷达,联合到达方向(DOA),出发方向(DOD)和多普勒估计通常由于实施高维搜索程序而过于耗时。这封信提出了一种用于MIMO雷达联合DOA,DOD和多普勒估计的高效计算算法,该算法采用非结构化最大似然方法,基于扩展不变性原理,通过三个一维搜索程序依次估计多普勒,DOD和DOA。数值结果验证了其有效性以及其优于常规最大似然算法的优势。

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