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Coherent wide-band signals DOA estimation by the new CTOPS algorithm

机译:新型封脚本算法的相干宽带信号DOA估计

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摘要

Direction of arrival estimation is one of the most important issues in array signals processing. In this paper, a new method is presented for direction estimation of coherent wide-band signals. First of all, signal eigenvalues which have information of the direction of coherent signals, are extracted as primary vectors in each frequency bin. Afterwards, by constructing the innovative matrix H from signal eigenvalues, the de-correlation process is performed and the linear independent vectors of sources are extracted from SVD decomposition. Finally, by choosing transfer matrix, the signal subspace of the reference frequency is transferred to other frequency bins and the direction estimation process is performed by using TOPS algorithm. The proposed method does not need any knowledge of the number of sources and initial estimation of arrival angles. According to the simulation results, the CTOPS new method has a better performance than TOPS method in the presence of correlated sources.
机译:到达方向是阵列信号处理中最重要的问题之一。 在本文中,呈现了一种新方法,用于相干宽带信号的方向估计。 首先,具有相干信号方向的信息的信号特征值被提取为每个频率箱中的主要矢量。 之后,通过从信号特征值构建创新矩阵H,执行去相关过程,并且从SVD分解中提取线性独立的源矢量。 最后,通过选择传输矩阵,参考频率的信号子空间被传送到其他频率仓,并且通过使用顶部算法执行方向估计处理。 所提出的方法不需要任何知识的来源数量和到达角度的初始估计。 根据仿真结果,CTOPS新方法在存在相关源存在下具有比顶部方法更好的性能。

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