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A low complexity weighted least squares narrowband DOA estimator for arbitrary array geometries

机译:适用于任意阵列几何的低复杂度加权最小二乘窄带DOA估计器

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An increasing number of spatial filtering approaches requires narrowband direction-of-arrival (DOA) estimates. State-of-the-art (SOA) estimators such as root-MUSIC and ESPRIT are computationally complex and can be used only with specific array geometries. In this work, a low complexity DOA estimator is proposed that can be applied to arbitrary array geometries. The DOA is estimated by minimizing the weighted error between the observed and expected inter-microphone phase differences. The complexity of the proposed DOA estimator is significantly lower compared to that of the SOA estimators while providing a similar performance.
机译:越来越多的空间滤波方法需要窄带方向(DOA)估计。最先进的(SOA)诸如root-music和esprit的估算器是计算复杂的,并且只能使用特定的阵列几何形状。在这项工作中,提出了一种低复杂性DOA估计器,其可以应用于任意阵列几何形状。通过最小化观察到和预期的麦克风间相差之间的加权误差来估计DOA。与SOA估计器相比,建议DOA估计器的复杂性显着降低,同时提供类似的性能。

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