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DOA estimation using spatial smoothing with overlapped effective array aperture

机译:使用重叠有效阵列孔径的空间平滑进行DOA估计

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Spatial smoothing (SS) has widely been used for direction-of-arrival (DOA) estimation using an array antenna in case of multiple coherent waves incident or only a small number of snapshots available. After this preprocessing, the effective array aperture is reduced. It is possible to overcome the drawback of SS by using the augmented array aperture technique called SSIA (spatial smoothing with improved effective aperture). SSIA is a technique that makes effective use of the shift invariance of the array steering matrix and can be applied to DOA estimation algorithms such as ESPRIT. However, if multiple snapshots are utilized, SSIA cannot work well because the array steering matrix changes depending on snapshots. Therefore, this paper proposes a new technique of using the augmented array aperture in a similar manner, which is called SSOA (spatial smoothing with overlapped effective aperture). Computer simulation results show that the proposed technique provides successful DOA estimation of multiple coherent sources for the case of more than one snapshot.
机译:在有多个相干波入射或只有少量快照可用的情况下,空间平滑(SS)已广泛用于使用阵列天线的到达方向(DOA)估计。在该预处理之后,有效阵列孔径减小。通过使用称为SSIA的增强阵列孔径技术(具有改进的有效孔径的空间平滑),可以克服SS的缺点。 SSIA是一种有效利用阵列控制矩阵的平移不变性的技术,可以应用于DOA估计算法,例如ESPRIT。但是,如果使用多个快照,SSIA将无法正常工作,因为阵列控制矩阵会根据快照而变化。因此,本文提出了一种以类似方式使用增强阵列孔径的新技术,称为SSOA(有效孔径重叠的空间平滑)。计算机仿真结果表明,对于一个以上快照,该技术可以成功地对多个相干源进行DOA估计。

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