宽带到达方向估计和相位噪声补偿

Rui Lu, Jiali Kang, Xiaoming Chen
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引用次数: 0

摘要

提出了一种在存在相位噪声的情况下利用多快照估计宽带到达方向(DoA)的方法。由不同的射频(RF)链配置的振荡器产生的PNs给DoA估计带来了很大的困难,特别是在毫米波频率下。为了解决PNs存在时宽带信号的DoA估计问题,我们将每个快照分成几个片段,并使用分段线性模型来获得天线阵列接收信号的离散傅里叶变换(DFT),以避免复杂卷积。然后采用改进的牛顿法迭代估计DoA和PN参数。为了评估我们提出的方法的性能,我们分别将DoA和PNs估计的均方根误差(RMSE)与其对应的真值进行了比较。仿真结果证明了该方法在联合DoA估计和PN补偿方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wideband Direction-of-Arrival Estimation and Phase Noise Compensation
This paper proposes an estimation method of wideband direction-of arrival (DoA) by using multiple snapshots in the presence of phase noise (PN). PNs generated by different oscillators configured for individual radio frequency (RF) chains bring significant difficulties to the DoA estimation, especially at millimeter-wave frequencies. In order to solve the problem of DoA estimation for wideband signals in the presence of PNs, we divide each snapshot into several segments and use a piece-wise linear model to obtain the discrete Fourier transform (DFT) of the signals received by the antenna array to avoid complex convolution. Then we estimate the DoA and PN parameters iteratively by employing the modified Newton method. To evaluate the performance of our proposed method, we compare the root mean square error (RMSE) of the DoA and PNs estimates with their corresponding true values, respectively. Simulation results demonstrate the effectiveness of our proposed method in the joint DoA estimation and PN compensation.
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