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Higher order direction finding with polarization diversity: THE PD-2q-music algorithms

机译:具有极化分集的高阶方向寻找:PD-2q音乐算法

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Some 2q-th (q ≥ 2) order extensions of the MUSIC method, exploiting the information contained in the 2q-th (q ≥ 2) order statistics of the data and called 2q-MUSIC methods, have been proposed recently for direction finding of non Gaussian signals. These methods are asymptotically robust to a Gaussian background noise whose spatial coherence is unknown and offer increasing resolution and robustness to modeling errors jointly with an increasing processing capacity as q increases. However, 2q-MUSIC methods have been mainly developed for arrays with space diversity only and cannot put up with arrays of sensors diversely polarized. The purpose of this paper is to introduce, for arbitrary values of q (q ≥ 1), three extensions of the 2q-MUSIC methods able to put up with arrays having polarization diversity, which gives rise to the so-called PD-2q-MUSIC (Polarization Diversity 2q-MUSIC) algorithms. These algorithms are shown to increase resolution, robustness to modeling errors and processing capacity of 2q-MUSIC methods in the presence of diversely polarized sources from arrays with polarization diversity.
机译:最近已经提出了MUSIC方法的一些第2q(q≥2)阶扩展,它利用数据的第2q(q≥2)阶统计中包含的信息,并称为2q-MUSIC方法,用于MUSIC方法的测向。非高斯信号。这些方法对于空间相干未知的高斯背景噪声具有渐近鲁棒性,并且随着q的增加,对建模错误的分辨率和鲁棒性都得到了提高,同时处理能力也越来越高。然而,2q-MUSIC方法主要是针对具有空间分集的阵列而开发的,不能忍受各种极化的传感器阵列。本文的目的是针对q的任意值(q≥1)引入2q-MUSIC方法的三个扩展,这些方法可以处理具有极化分集的阵列,从而产生了所谓的PD-2q- MUSIC(极化分集2q-MUSIC)算法。这些算法显示出在存在来自极化分集的阵列的不同极化源的情况下,可提高分辨率,对建模误差的鲁棒性和2q-MUSIC方法的处理能力。

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