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A new root-based direction-finding algorithm

机译:一种新的基于根的测向算法

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摘要

Polynomial rooting direction-finding (DF) algorithms are a computationally efficient alternative to search-based DF algorithms and are particularly suitable for uniform linear arrays of physically identical elements provided that mutual interaction among the array elements can be either neglected or compensated for. A popular algorithm in such situations is Root Multiple Signal Classification (Root MUSIC (RM)), wherein the estimation of the directions of arrivals (DOA) requires the computation of the roots of a (2N – 2) -order polynomial, where N represents number of array elements. The DOA are estimated from the L pairs of roots closest to the unit circle, where L represents number of sources. In this paper we derive a modified root polynomial (MRP) algorithm requiring the calculation of only L roots in order to estimate the L DOA. We evaluate the performance of the MRP algorithm numerically and show that it is as accurate as the RM algorithm but with a significantly simpler algebraic structure. In order to demonstrate that the theoretically predicted performance can be achieved in an experimental setting, a decoupled array is emulated in hardware using phase shifters. The results are in excellent agreement with theory.
机译:多项式生根测向(DF)算法是基于搜索的DF算法的高效计算替代方案,并且特别适用于物理上相同元素的均匀线性阵列,前提是可以忽略或补偿阵列元素之间的相互影响。在这种情况下,一种流行的算法是根多信号分类(Root MUSIC(RM)),其中到达方向(DOA)的估计需要计算(2N – 2)阶多项式的根,其中N表示数组元素的数量。从最接近单位圆的L对根中估计DOA,其中L表示源数。在本文中,我们推导了仅需计算L个根即可估计L DOA的改进的根多项式(MRP)算法。我们从数值上评估了MRP算法的性能,并证明了它与RM算法一样准确,但是具有明显简单的代数结构。为了证明理论上的预测性能可以在实验环境中实现,使用相移器在硬件中模拟了解耦阵列。结果与理论非常吻合。

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