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2-D DOA Estimation of LFM Signals Based on Dechirping Algorithm and Uniform Circle Array

机译:基于递归算法和均匀圆阵的LFM信号二维DOA估计

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摘要

Based on Dechirping algorithm and uniform circle array(UCA), a new 2-D direction of arrival (DOA) estimation algorithm of linear frequency modulation (LFM) signals is proposed in this paper. The algorithm uses the thought of Dechirping and regards the signal to be estimated which is received by the reference sensor as the reference signal and proceeds the difference frequency treatment with the signal received by each sensor. So the signal to be estimated becomes a single-frequency signal in each sensor. Then we transform the single-frequency signal to an isolated impulse through Fourier transform (FFT) and construct a new array data model based on the prominent parts of the impulse. Finally, we respectively use multiple signal classification (MUSIC) algorithm and rotational invariance technique (ESPRIT) algorithm to realize 2-D DOA estimation of LFM signals. The simulation results verify the effectiveness of the algorithm proposed.
机译:基于Dechirping算法和均匀圆阵(UCA),提出了一种新的线性调频(LFM)信号的二维到达方向(DOA)估计算法。该算法使用“去倒频”的思想,并将参考传感器接收到的待估计信号视为参考信号,并对每个传感器接收到的信号进行差频处理。因此,要估计的信号在每个传感器中变为单频信号。然后,通过傅立叶变换(FFT)将单频信号转换为孤立的脉冲,并基于脉冲的突出部分构造新的阵列数据模型。最后,我们分别使用多信号分类(MUSIC)算法和旋转不变技术(ESPRIT)算法来实现LFM信号的二维DOA估计。仿真结果验证了所提算法的有效性。

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