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Novel method of ordinal bearing estimation for more sources based on oblique projector

机译:基于斜投影仪的多方位有序方位估计新方法

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摘要

A novel direction of arrival (DOA) estimation method is proposed when uncorrelated, correlated, and coherent sources coexist under color noise field. The uncorrelated and correlated sources are firstly estimated using the conventional spatial spectrum estimation method, then the noise and uncorrelated sources in Toeplitz structure are eliminated using differencing, finally by exploiting the property of oblique projection, the contributions of correlated sources are then eliminated from the covariance matrix and only the coherent sources remain. So the coherent sources can be estimated by the technique of modified spatial smoothing. The number of sources resolved by this approach can exceed the number of array elements without repeatedly estimating correlated sources. Simulation results demonstrate the effectiveness and efficiency of our proposed method.
机译:当不相关,相关和相干源在色噪声场下共存时,提出了一种新颖的到达方向估计方法。首先使用常规空间谱估计方法估计不相关和相关的源,然后使用差分法消除Toeplitz结构中的噪声和不相关源,最后利用斜投影的特性,然后从协方差中消除相关源的贡献。矩阵,只有相干的源保留下来。因此,可以通过改进的空间平滑技术来估计相干源。通过这种方法解决的源数量可能超过数组元素的数量,而无需重复估计相关源。仿真结果证明了该方法的有效性和有效性。

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