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Calibrating Nonuniform Linear Arrays With Model Errors Using a Source at Unknown Location

机译:使用未知位置的源校准具有模型误差的非均匀线性阵列

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摘要

The effect of gain and phase error between array elements can seriously degrade the performance of array signal processing, and hence, gain-phase error calibration has attracted much interests. In this letter, we focus on the problem of calibrating the gain and phase errors of nonuniform linear arrays (NLAs) with an auxiliary source. Firstly, the main diagonal entries of the array covariance matrix is utilized to estimate the gain errors. Subsequently, with the initial estimates of the gain errors, the NLA is iteratively calibrated by estimating successively the direction-of-arrival (DOA) and the gain-phase errors. Unlike the existing methods, the proposed algorithm achieves DOA estimation in the coarray domain, partially reducing the impacts of the array model errors. Numerical results demonstrate the effectiveness of the proposed approach.
机译:阵列元素之间的增益和相位误差的影响可以严重降低阵列信号处理的性能,因此,增益相位误差校准引起了很多兴趣。在这封信中,我们专注于用辅助源校准非均匀线性阵列(NLA)的增益和相位误差的问题。首先,利用阵列协方差矩阵的主要对角线条目来估计增益错误。随后,利用增益误差的初始估计,通过连续估计到达方向(DOA)和增益相误差来迭代地校准NLA。与现有方法不同,所提出的算法在CoArray域中实现了DOA估计,部分减少了阵列模型误差的影响。数值结果证明了所提出的方法的有效性。

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