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空天防御  2020, Vol. 3 Issue (2): 44-51    
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  电子综合对抗与信息技术 本期目录 | 过刊浏览 | 高级检索 |
基于正交偶极子阵列的混合信号波达方向与极化参数联合估计
王嘉宁,司伟建,乔玉龙
哈尔滨工程大学 信息与通信工程学院,黑龙江 哈尔滨 150001
Joint Estimation of Direction of Arrival and Polarization Parameters of Mixed Signals Based on Orthogonal Dipole Array
WANG Jianing, SI Weijian, QIAO Yulong
College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, Heilongjiang, China
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摘要 为了解决传统的子空间类算法不能实现对混合源正确分辨这一问题,基于正交偶极子阵列提出了一种混合信号入射角度与极化参数联合估计算法。首先,对不相关信号的角度与极化参数进行估计,将正交偶极子均匀线阵阵列划分为两个重叠的子阵列,利用去噪处理的自相关矩阵与互相关矩阵构建目标矩阵,依据子空间正交性原理估计出不相关信号的角度信息,利用正交偶极子阵列接收数据之间的相关性实现对不相关信号的极化信息估计。其次,对相干信号的角度与极化参数进行估计,将每个相关组对应的特征矢量重新排列,得到新的重构矩阵用于恢复数据协方差矩阵的秩,实现对每个相干组中相干信号的角度估计,并采用最小二乘法实现对每个相干组中相干信号的极化信息估计。最后,通过仿真实验验证了本文所提算法的有效性与可靠性。与现有的方法相比,新提出的算法降低了硬件资源的消耗,提高了对相干信号的角度估计精度,并且能够实现极化参数的估计。
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Abstract
In order to solve the problem that the traditional subspace algorithm can not correctly distinguish the mixed sources, a joint estimation algorithm of incident angle and polarization parameters of mixed signals based on orthogonal dipole array is proposed in this paper. Firstly, according to the estimation of the angle and polarization parameters of the uncorrelated signal, the orthogonal dipole uniform line array is divided into two overlapping subarrays, and the target matrix is constructed by using the denoising autocorrelation matrix and the cross-correlation matrix. The angle information of the uncorrelated signal is estimated according to the principle of subspace orthogonality, and the polarization information of the uncorrelated signal is estimated by using the correlation between the received data of the orthogonal dipole array. Secondly, the angle and polarization parameters of the coherent signals are estimated, and the eigenvectors corresponding to each correlation group are rearranged to obtain a new reconstruction matrix to restore the rank of the data covariance matrix. Thus, the angle estimation of the coherent signal in each coherent group is realized. The least square method is used to estimate the polarization information of the coherent signal in each coherent group. Finally, the simulation is used to validate the effectiveness and reliability of the proposed algorithm. Compared with the existing methods, the proposed algorithm reduces the consumption of hardware resources, improves the accuracy of angle estimation of coherent signals, and can realize the estimation of polarization parameters. 
收稿日期: 2019-10-29      出版日期: 2020-06-21
ZTFLH:  TN911.23  
基金资助:国家自然科学基金(61671168);中央高校基本科研业务费专项基金(3072019CFM0802);黑龙江省自然科学基金(LH2019F005)
作者简介: 王嘉宁(1995— ),男,硕士研究生,主要研究方向为阵列信号处理。
引用本文:   
王嘉宁, 司伟建, 乔玉龙. 基于正交偶极子阵列的混合信号波达方向与极化参数联合估计[J]. 空天防御, 2020, 3(2): 44-51.
WANG Jianing, SI Weijian, QIAO Yulong.
Joint Estimation of Direction of Arrival and Polarization Parameters of Mixed Signals Based on Orthogonal Dipole Array
. Air & Space Defense, 2020, 3(2): 44-51.
链接本文:  
https://www.qk.sjtu.edu.cn/ktfy/CN/      或      https://www.qk.sjtu.edu.cn/ktfy/CN/Y2020/V3/I2/44

参考文献
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[2] 房海松, 司伟建. 基于FPGA的二维谱峰搜索算法硬件架构设计[J]. 空天防御, 2020, 3(1): 58-64.
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