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Quaternion based joint DOA and polarization parameters estimation with stretched three-component electromagnetic vector sensor array

机译:拉伸三分量电磁矢量传感器阵列的基于四元数的联合DOA和极化参数估计

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摘要

The three-component electromagnetic vector sensor (EMVS) consisting of co-centered orthogonally oriented x-dipole, z-dipole and z-loop is considered. In order to make full use of the spatial aperture of each component, the original uniform linear three-component EMVS array (ULTEA) is stretched into one half-wavelength spaced uniform linear loop subarray (ULLSA) along the z axis, and one sparse uniform linear co-centered orthogo-nally oriented dual-dipole (CODD) subarray (SULCSA) along the x axis. Then, a generalized rotation invariance based quaternion multiple signal classification (GRIQ-MUSIC) algorithm is presented for direction of arrival (DOA) and polarization parameters estima-tion. According to the proposed algorithm, the elevation angles are firstly estimated based on the half-wavelength spaced ULLSA. Then the polarization phase differences and azimuth angles are obtained based on the coupling relationship between the angle domain and polarization domain, but the azimuth angles are in coarse-resolution since the array aperture is not utilized. Next, the SULCSA is used to re-estimate the azimuth angles in fine-resolution, and the ambiguity problem can be resolved by the least square method. Finally, based on the estimated elevation an-gles, azimuth angles and polarization phase differences, the cor-responding auxiliary polarization angles can be estimated by N times one-dimensional parameter search, where N is the sources number, and the parameters are matched automatically. Based on the GRIQ-MUSIC algorithm, the high dimensional parameters search problem of the conventional Q-MUSIC algorithm is simpli-fied to a one-dimensional parameter search problem, thus the pro-posed algorithm not only reduces the computation complexity con-siderably, but also avoids the performance degradation caused by the failure in parameters pairing. The simulation examples demon-strate the effectiveness and feasibility of the proposed algorithm.
机译:考虑了三分量电磁矢量传感器(EMVS),该传感器由同心正交取向的x偶极子,z偶极子和z环组成。为了充分利用每个分量的空间孔径,将原始的均匀线性三分量EMVS阵列(ULTEA)沿z轴拉伸为一个半波长间隔均匀线性环子阵列(ULLSA),并将一个稀疏均匀沿x轴的线性共中心正交定向双偶极子(CODD)子阵列(SULCSA)。然后,提出了一种基于广义旋转不变性的四元数多信号分类(GRIQ-MUSIC)算法,用于到达方向(DOA)和极化参数估计。根据提出的算法,首先基于半波长间隔的ULLSA估计仰角。然后,基于角域和偏振域之间的耦合关系获得偏振相位差和方位角,但是由于未利用阵列孔径,因此方位角处于粗分辨率。接下来,使用SULCSA以细分辨率重新估计方位角,并且可以通过最小二乘法解决歧义问题。最后,基于估计的仰角,方位角和极化相位差,可以通过N次一维参数搜索来估计相应的辅助极化角,其中N是源数,并且参数会自动匹配。基于GRIQ-MUSIC算法,将传统Q-MUSIC算法的高维参数搜索问题简化为一维参数搜索问题,因此提出的算法不仅大大降低了计算复杂度,而且还避免了由于参数配对失败而导致的性能下降。仿真实例证明了该算法的有效性和可行性。

著录项

  • 来源
  • 作者

    Jichao Zhao; Haihong Tao;

  • 作者单位

    National Laboratory of Radar Signal Processing, Xidian University, Xi'an 710071, China;

    National Laboratory of Radar Signal Processing, Xidian University, Xi'an 710071, China;

  • 收录信息 北京大学中文核心期刊目录(北大核心);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 13:04:40
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