计算具有多个测量向量的二维到达方向估计的复杂克拉梅尔-拉奥边界的新方法

Lin Han, Di Huang, Hanxu Li, Xiangrong Zhu
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引用次数: 0

摘要

本文提出了一种计算复费舍尔信息矩阵(FIM)和克拉默-拉奥约束(CRB)的新方法,用于具有多个测量矢量(MMVsi)的二维零到达方向(2D-DOA)。文中介绍了详细的理论计算过程。最后,进行了数值计算,不仅通过与另一种计算复数 CRB 的方法进行比较来验证理论结果的准确性,还证明了 CRB 作为性能指标的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A New Method to Calculate Complex Cramér-Rao Bound for Two-Dimensional Direction-of-Arrival Estimation with Multiple Measurement Vectors
A new method to calculate the complex Fisher information matrix (FIM) and the Cramer-Rao bound (CRB) is proposed for tw 0-dimensional direction-0f-arrival (2D-DOA) with multiple measurement vectors (MMVsi. The detailed theoretic calculation process is presented in the text Finally, numerical results are conducted not only to verify accuracy of the theoretical result by comparing against another method to calculate complex CRB, but also to demonstrate the effectiveness of CRB as the performance metric
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