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DOA Estimation of Quasi-Stationary Signals with a Nested Array in Unknown Noise Field

机译:未知噪声场中带嵌套阵列的准平稳信号的DOA估计

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摘要

The problem of direction-of-arrival (DOA) estimation of quasi-stationary signals using a nested array in unknown noise field is investigated and two methods based on differencing method and eigenspace are proposed in this paper. Through performing differencing between the virtual received data, the unknown noise component is directly removed from the data model. The resulting data model is then utilized to find out the DOAs of the signals based on the theory of subspace. Thanks to the configuration of the nested array, it can produce large degrees of freedom (DOF) in the virtual sensor array which provides the virtual received data. These increased DOF can contribute enhanced resolution in DOA estimation. Numerical simulations of DOA estimation exhibit the effectiveness and superiority of the proposed methods.
机译:研究了在未知噪声场中利用嵌套阵列对准平稳信号进行到达方向估计的问题,提出了两种基于差分法和特征空间的方法。通过在虚拟接收到的数据之间进行区分,可以将未知噪声分量直接从数据模型中删除。然后,基于子空间理论,使用所得的数据模型来找出信号的DOA。由于嵌套阵列的配置,它可以在提供虚拟接收数据的虚拟传感器阵列中产生很大的自由度(DOF)。这些增加的DOF可以有助于提高DOA估计的分辨率。 DOA估计的数值模拟显示了所提出方法的有效性和优越性。

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