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Joint Estimation of Time-Frequency Signature and DOA Based on STFD for Multicomponent Chirp Signals

机译:基于STFD的多分量线性调频信号时频签名和DOA联合估计

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In the study of the joint estimation of time-frequency signature and direction of arrival (DOA) for multicomponent chirp signals, an estimation method based on spatial time-frequency distributions (STFDs) is proposed in this paper. Firstly, array signal model for multicomponent chirp signals is presented and then array processing is applied in time-frequency analysis to mitigate cross-terms. According to the results of the array processing, Hough transform is performed and the estimation of time-frequency signature is obtained. Subsequently, subspace method for DOA estimation based on STFD matrix is achieved. Simulation results demonstrate the validity of the proposed method.
机译:在对多分量线性调频线性调频信号的时频特征和到达方向(DOA)联合估计的研究中,提出了一种基于空间时频分布(STFD)的估计方法。首先,提出了用于多成分线性调频信号的阵列信号模型,然后将阵列处理应用于时频分析以减轻交叉项。根据阵列处理的结果,执行霍夫变换并获得时频签名的估计。随后,实现了基于STFD矩阵的DOA估计子空间方法。仿真结果证明了该方法的有效性。

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